# Song GUO 郭嵩 Chair Professor and Associate Head ![Song GUO](../portraits/songguo.jpg) [官方档案](https://cse.hkust.edu.hk/admin/people/faculty/profile/songguo) · [个人主页](https://cse.hkust.edu.hk/~songguo/) · [HTML](../../index.html#faculty-songguo) ## 学术指标 | 指标 | 数值 | | --- | ---: | | [累计引用](https://openalex.org/A5043464306) | 32,372 | | h-index | 88 | | i10-index | 528 | | 2024–2026 收录论文 | 277 | | 在组成员 | 36 | | 产业合作机构 | 8 | 数据日期：2026-10-17。[指标定义与分位标准](../../index.html#standards)。 ## 教育与履历 ### 教育 - 1991–1995 · [Huazhong University of Science and Technology](https://cse.hkust.edu.hk/~songguo/CV.pdf) · BEng, Computer Engineering - 1995–1998 · [Beijing University of Posts and Telecommunications](https://cse.hkust.edu.hk/~songguo/CV.pdf) · MEng, Computer Engineering - 2006 · [University of Ottawa](https://cse.hkust.edu.hk/~songguo/CV.pdf) · PhD, Computer Science ### 任职与研究经历 - 2006–2007 · [University of Northern British Columbia](https://cse.hkust.edu.hk/~songguo/CV.pdf) · Assistant Professor - 2006 · [University of British Columbia](https://cse.hkust.edu.hk/~songguo/CV.pdf) · NSERC Postdoctoral Fellow - 2007–2011 · [University of Aizu](https://cse.hkust.edu.hk/~songguo/CV.pdf) · Associate Professor - 2011–2013 · [University of Aizu](https://cse.hkust.edu.hk/~songguo/CV.pdf) · Senior Associate Professor - 2014–2016 · [University of Aizu](https://cse.hkust.edu.hk/~songguo/CV.pdf) · Professor - 2016–2023 · [Hong Kong Polytechnic University](https://cse.hkust.edu.hk/~songguo/CV.pdf) · Professor; Edge Intelligence Lab Director - 2019–2021 · [Hong Kong Polytechnic University](https://cse.hkust.edu.hk/~songguo/CV.pdf) · Associate Head, Research and Development - 2023– · [HKUST](https://cse.hkust.edu.hk/~songguo/CV.pdf) · Chair Professor, CSE and ECE; Director, Center of Physical AI - [HKUST Department of Computer Science and Engineering](https://cse.hkust.edu.hk/~songguo/CV.pdf) · Associate Head, Research and Knowledge Transfer [现任 CSE/ECE Chair Professor 与 Physical AI 中心主任。](https://cse.hkust.edu.hk/~songguo/) [公开 CV 列博士学习期 2001–2005；学校学位栏列 PhD 2006。](https://facultyprofiles.hkust.edu.hk/profiles.php?profile=song-guo-songguo) ## 研究方向 ### [Large language model](https://cse.hkust.edu.hk/admin/people/faculty/profile/songguo) ### [Physical AI](https://cse.hkust.edu.hk/admin/people/faculty/profile/songguo) ### [Machine learning systems](https://cse.hkust.edu.hk/admin/people/faculty/profile/songguo) ### [Agentic AI Theory](https://www.hkpeilab.com/research) efficient reasoning、test-time alignment、multi-agent collaboration。 ### [Generalized World Model](https://www.hkpeilab.com/research) world model、physical intelligence、embodied reinforcement learning。 ### [Edge-Native AI System](https://www.hkpeilab.com/research) AI PC、cloud-edge-end collaboration、Chinese GPU。 ### [Pervasive AI Application](https://www.hkpeilab.com/research) embodied AI、AI for Science、AI-generated content。 较早工作围绕网络、分布式学习与边缘资源；2024 QuickDrop 继续 federated learning/unlearning，2025 CoMoE 继续边缘模型部署。IRASim 到 WMPO 展现从 action-conditioned 视频世界模型到 world-model policy optimization 的连续推进。当前组内同时保留理论、系统和应用分工。 ### 多团队并行、系统资源约束与模型算法结合 QuickDrop 处理去学习时间；CoMoE 处理 memory/offloading；IRASim 与 WMPO 构成机器人预测到策略学习的相邻路线。 ## 实验室与成员 [Pervasive Intelligence Lab；HKUST Center of Physical AI](https://www.hkpeilab.com/) HKUST Department of Computer Science and Engineering Clear Water Bay, Hong Kong Large language model,Physical AI,Machine learning systems,Agentic AI Theory,Generalized World Model,Edge-Native AI System,Pervasive AI Application ### 在组成员（36） | 成员与公开档案 | 身份与时间 | 教育背景 | 研究与经历 | 量化记录 | | --- | --- | --- | --- | --- | | [Haoxi Li](https://tom111-lhx.github.io/) · [LinkedIn](https://www.linkedin.com/in/https://www.linkedin.com/in/haoxi-li-38a119242) · [Google Scholar](https://scholar.google.com/citations?user=zVSdKpoAAAAJ) · [ORCID](https://orcid.org/0009-0008-3703-6935) · [GitHub](https://github.com/tom111-lhx) | PhD；2024–；Computer Science and Engineering | 2019–2023 · [Northwestern Polytechnical University](https://tom111-lhx.github.io/) · 本科；2024– · [HKUST](https://tom111-lhx.github.io/) · PhD, CSE | large reasoning models、metacognition、agentic RL、vision-language agents；Fleet leader | [GitHub 关注](https://github.com/tom111-lhx) 1；[Stars](https://github.com/tom111-lhx) 0 | | [Xiaosong Ma](https://hkpeilab.github.io/people/xiaosong-ma/) | Post-doctoral Fellow；2025– | 2015–2019 · [Southeast University](https://hkpeilab.github.io/people/xiaosong-ma/) · BSc, Information Engineering；2019–2022 · [Southeast University](https://hkpeilab.github.io/people/xiaosong-ma/) · MEng, Cyber Science；2022 入学 · [Hong Kong Polytechnic University](https://hkpeilab.github.io/people/xiaosong-ma/) · PhD, Computer Science | Agentic AI Theory；federated learning、edge computing、machine-learning security | — | | [Enze Ma](https://hkpeilab.github.io/people/enze-ma/) | PhD；2024–；Computer Science and Engineering | 2018–2022 · [Hong Kong Polytechnic University](https://hkpeilab.github.io/people/enze-ma/) · BEng, Civil Engineering；2022–2023 · [HKUST](https://hkpeilab.github.io/people/enze-ma/) · MSc, Intelligent Building Technology and Management | computer vision、multimodal LLMs | — | | [Haoyue Zhang](https://github.com/Halo-949) | PhD；2024–；Computer Science and Engineering | 2016–2020 · [Southwest Jiaotong University](https://github.com/Halo-949) · BSc, Electronic Information；2020–2023 · [Institute of Computing Technology, Chinese Academy of Sciences](https://github.com/Halo-949) · MSc, Computer Applied Technology | efficient LLM reasoning、Edge AI、machine learning | [GitHub 关注](https://github.com/Halo-949) 3；[Stars](https://github.com/Halo-949) 7 | | [Sikai Bai](https://white1973.github.io/) | PhD；2024–；Computer Science and Engineering | 2015–2019 · [China University of Geosciences, Wuhan](https://white1973.github.io/) · Bachelor, Information Engineering；2019–2022 · [Northwestern Polytechnical University](https://white1973.github.io/) · Master, AI/Optics/Electronics | computer vision、federated learning、vision-language models；2022-05–2023-01 · [SenseTime Shanghai](https://white1973.github.io/) · Intern（硕士毕业后、HKUST 入读前）；；2023-01–08 在 PolyU 任 RA，与 Jie Zhang 合作 | — | | [Yongjiang Liu](https://hkpeilab.github.io/people/yongjiang-liu/) | PhD；2024–；Computer Science and Engineering | 2014–2018 · [Northwestern Polytechnical University](https://hkpeilab.github.io/people/yongjiang-liu/) · BSc, Aeronautical Engineering；2018–2021 · [Northwestern Polytechnical University](https://hkpeilab.github.io/people/yongjiang-liu/) · MSc, Computer Science and Technology | LLMs、few-shot learning | — | | [Xuanzhi Feng](https://www.hkpeilab.com/people) | PhD；2025–；Computer Science and Engineering | | Agentic AI Theory | — | | [Peiran Xu](https://www.hkpeilab.com/people) | MPhil；2026–；Computer Science and Engineering | | Agentic AI Theory | — | | [Zeyu Liu](https://hkpeilab.github.io/people/zeyu-liu/) | MPhil；2024–；Computer Science and Engineering | 2019–2023 · [Shandong University](https://hkpeilab.github.io/people/zeyu-liu/) · BEc, Finance | computer vision、AI for Science | — | | [Haodong Wang](https://openreview.net/profile?id=~Haodong_WANG8) | PhD；2024–；Computer Science and Engineering | 2020–2024 · [Harbin Institute of Technology](https://openreview.net/profile?id=~Haodong_WANG8) · 本科, Mathematics；2024–2028（个人档案所列） · [HKUST](https://openreview.net/profile?id=~Haodong_WANG8) · PhD, CSE | ML systems、on-device inference、LLM quantization；Fleet leader | — | | [Jian Lin](https://hkpeilab.github.io/people/jian-lin/) · [Google Scholar](https://scholar.google.com/citations?user=swDBLcsAAAAJ) · [GitHub](https://github.com/linjian-tech) | PhD；2024–；Computer Science and Engineering | 2015–2019 · [Jiangxi University of Science and Technology](https://hkpeilab.github.io/people/jian-lin/) · BE, Information and Computing Science；2020–2023 · [Shantou University](https://hkpeilab.github.io/people/jian-lin/) · MSc, Computer Science and Technology | computing systems、LLM agents、serverless computing；硕士导师 Jianlong Xu；2022-09–2023-04 在中山大学、香港理工大学任 RA，合作导师 Wuhui Chen、Song Guo | [GitHub 关注](https://github.com/linjian-tech) 0；[Stars](https://github.com/linjian-tech) 7 | | [Qianli Liu](https://liu-km.github.io/) · [Google Scholar](https://scholar.google.com/citations?user=8SLVF5YAAAAJ) · [ORCID](https://orcid.org/0009-0007-1292-973X) · [GitHub](https://github.com/liu-km) | PhD；2024–；Computer Science and Engineering | 2024 · [Hong Kong Polytechnic University](https://liu-km.github.io/) · BSc, Computing; minor Applied Mathematics | stateful AI systems、distributed MoE serving、inference-state/KV-cache management | [GitHub 关注](https://github.com/liu-km) 1；[Stars](https://github.com/liu-km) 8 | | [Yufeng Yang](https://www.hkpeilab.com/people) | MPhil；2026–；Computer Science and Engineering | | Edge-Native AI System | — | | [Jiazhi Mi](https://www.hkpeilab.com/people) | PhD；2025–；Computer Science and Engineering | | Edge-Native AI System | — | | [Pengfei Wu](https://www.hkpeilab.com/people) | PhD；2025–；Computer Science and Engineering | | Edge-Native AI System | — | | [Zile Wang](https://www.hkpeilab.com/people) | PhD；2025–；Computer Science and Engineering | | Edge-Native AI System | — | | [Yangjia Hu](https://huyangjia.github.io/) · [简历](https://huyangjia.github.io/cv/) · [GitHub](https://github.com/HuYangjia) | PhD；2026–；Computer Science and Engineering | 2022–2026 · [USTC](https://huyangjia.github.io/) · BSc, Computer Science and Technology | AI infrastructure for LLM/VLM/world models；computer architecture | [GitHub 关注](https://github.com/HuYangjia) 7；[Stars](https://github.com/HuYangjia) 6 | | [Fangqi Zhu](https://fangqi-zhu.github.io/) · [Google Scholar](https://scholar.google.com/citations?user=yio0974AAAAJ) · [GitHub](https://github.com/fangqi-zhu) | PhD；2024–；Computer Science and Engineering | 2017-09–2021-06 · [Wuhan University](https://fangqi-zhu.github.io/) · BEng, Software Engineering；2021-09–2024-01 · [Harbin Institute of Technology, Shenzhen](https://fangqi-zhu.github.io/) · MEng, Computer Science and Technology；2024– · [HKUST](https://fangqi-zhu.github.io/) · PhD, CSE | robot learning、world models、reinforcement learning；2022-09–2023-03 · [International Digital Economy Academy](https://fangqi-zhu.github.io/) · Research Intern, DataStory AI Lab（入读 HKUST PhD 前）；2023-04–2023-12 · [4Paradigm](https://fangqi-zhu.github.io/) · Research Intern（入读 HKUST PhD 前）；2024-03–2025-09 · [ByteDance Seed](https://fangqi-zhu.github.io/) · Research Intern, Robotics（入读 HKUST 前开始，延续至 PhD 期间）；2025-09–2026-05 · [ByteDance Seed](https://fangqi-zhu.github.io/) · Research Intern, Multimodal（PhD 期间）；2026-05– · [NVIDIA GEAR](https://fangqi-zhu.github.io/) · Research Intern, world models（PhD 期间）；个人主页计划 2027 年毕业并进入 industry job market；Fleet C leader；NVIDIA 合作者为 Shenyuan Gao、Yuke Zhu、Jim Fan | [GitHub 关注](https://github.com/fangqi-zhu) 6；[Stars](https://github.com/fangqi-zhu) 0 | | [Xiaoyi Pang](https://xypang01.github.io/) · [Google Scholar](https://scholar.google.com/citations?user=wWCZSVMAAAAJ) · [ORCID](https://orcid.org/0000-0002-2763-2695) · [GitHub](https://github.com/xypang01) · [OpenAlex](https://openalex.org/A5083836256) | Post-doctoral Fellow；2024– | 2018 · [Wuhan University](https://xypang01.github.io/) · BEng, Information Security；2023 · [Wuhan University](https://xypang01.github.io/) · PhD, Cyberspace Security | edge intelligence、end-edge-cloud、privacy/security、IoT、mobile crowdsensing；博士导师 Zhibo Wang；2019-09–12 在 CUHK 随 John C.S. Lui 任 RA | [OpenAlex 近三年](https://openalex.org/A5083836256) 30；[引用](https://openalex.org/A5083836256) 1,028；[h-index](https://openalex.org/A5083836256) 15；[GitHub 关注](https://github.com/xypang01) 0；[Stars](https://github.com/xypang01) 0 | | [Hui Liu](https://www.hkpeilab.com/people) | PhD；2026–；Computer Science and Engineering | | Generalized World Model | — | | [Quanxin Shou](https://openreview.net/profile?id=~Quanxin_Shou1) | PhD；2025–；Computer Science and Engineering | 2021–2025 · [Beihang University](https://openreview.net/profile?id=~Quanxin_Shou1) · Bachelor, Automation | robot learning、world models for embodied agents | — | | [Zhengyang Yan](https://www.hkpeilab.com/people) | MPhil；2025–；Computer Science and Engineering | | Generalized World Model | — | | [Junhao Li](https://www.hkpeilab.com/people) | PhD；2026–；Computer Science and Engineering | | Generalized World Model | — | | [Yikun Miao](https://www.hkpeilab.com/people) | PhD；2026–；Computer Science and Engineering | | Generalized World Model | — | | [Jian Liu](https://hitcslj.github.io/) · [GitHub](https://github.com/hitcslj) · [DBLP](https://dblp.org/pid/35/295-36) · [ORCID](https://orcid.org/0009-0006-8369-9735) | PhD；2025–；Computer Science and Engineering | 2018-09–2022-06 · [Harbin Institute of Technology](https://hitcslj.github.io/) · Bachelor, Software Engineering；2022-09–2024-12（CV） · [Harbin Institute of Technology](https://hitcslj.github.io/) · Master, Computer Science；2025-09– · [HKUST](https://hitcslj.github.io/) · PhD, CSE | artist-style mesh generation、3D creation、3D worlds 与 sim-to-real；2021-08–2021-10 · [Alibaba](https://hitcslj.github.io/) · Software Dev Engineer Intern（入读 HKUST PhD 前）；2022-05–2023-08 · [Megvii Research](https://hitcslj.github.io/) · Research Intern（入读 HKUST PhD 前）；2023-09–2024-07 · [Shanghai AI Lab](https://hitcslj.github.io/) · Research Intern（入读 HKUST PhD 前）；2024-08–2025-06 · [Tencent Hunyuan](https://hitcslj.github.io/) · Research Intern（入读 HKUST PhD 前）；2025-07–2026-07 · [Tencent Hunyuan](https://hitcslj.github.io/) · Qingyun Research Intern（2025-09 入读 PhD 前开始，延续至 PhD 期间）；Fleet D leader；Tencent mentors 为 Chunchao Guo、Biwen Lei | [DBLP 近三年](https://dblp.org/pid/35/295-36) 39；[GitHub 关注](https://github.com/hitcslj) 113；[Stars](https://github.com/hitcslj) 1,539 | | [Bohai Gu](https://nevsnev.github.io/) · [GitHub](https://github.com/nevsnev) | PhD；2024–；Computer Science and Engineering | 2017–2021 · [UESTC](https://nevsnev.github.io/) · BEng, Software Engineering；2021–2024 · [Institute of Software, Chinese Academy of Sciences](https://nevsnev.github.io/) · MSc, Software Engineering | interactive video world models、image/video AIGC；2024-01–2024-09 · [Alibaba DAMO Academy, Vision Technology Lab](https://nevsnev.github.io/) · Research Intern（硕士毕业及转入 HKUST 阶段）；[Tencent Video](https://nevsnev.github.io/) · Research Intern, AI Technology Center | [GitHub 关注](https://github.com/nevsnev) 2；[Stars](https://github.com/nevsnev) 219 | | [Hao Chen](https://hkpeilab.github.io/people/hao-chen/) · [Google Scholar](https://scholar.google.com/citations?user=5kqoff4AAAAJ) · [GitHub](https://github.com/chenhao-zju) | PhD；2024–；Computer Science and Engineering | 2017–2021 · [Shandong University](https://hkpeilab.github.io/people/hao-chen/) · BEng, Communication Engineering；2021–2024 · [Zhejiang University](https://hkpeilab.github.io/people/hao-chen/) · MSc, Aeronautical and Astronautical Science | AI for Science、numerical weather prediction、computer vision；硕士导师 Zheming Lu | [GitHub 关注](https://github.com/chenhao-zju) 8；[Stars](https://github.com/chenhao-zju) 83 | | [Jinxiang Lai](https://hkpeilab.github.io/people/jinxiang-lai/) · [Google Scholar](https://scholar.google.com/citations?user=6jAXwlwAAAAJ) · [GitHub](https://github.com/Layjins) | PhD；2024–；Computer Science and Engineering | 2013–2017 · [Guangdong University of Technology](https://hkpeilab.github.io/people/jinxiang-lai/) · BEng, Optoelectronics Information Science and Engineering；2017–2020 · [Guangdong University of Technology](https://hkpeilab.github.io/people/jinxiang-lai/) · MSc, Electronic Science and Technology | computer vision、multimodal LLMs、few-shot learning；2020–2024 · [Tencent Youtu Lab](https://hkpeilab.github.io/people/jinxiang-lai/) · Computer Vision Algorithm Researcher（2024 入读 HKUST PhD 前）；硕士导师 Liang Lei | [GitHub 关注](https://github.com/Layjins) 8；[Stars](https://github.com/Layjins) 103 | | [Tao Han](https://github.com/taohan10200) | PhD；2024–；Computer Science and Engineering | 2015–2019 · [Northwestern Polytechnical University](https://github.com/taohan10200) · BEng, Transportation Equipment and Control Engineering；2019–2022 · [Northwestern Polytechnical University](https://github.com/taohan10200) · MSc, Computer Science and Technology | AI for Science、numerical weather prediction、computer vision；2022-04–2024-01 · [Shanghai AI Laboratory](https://github.com/taohan10200) · Research Assistant, AI4Science（入读 HKUST PhD 前）；[Shanghai AI Lab](https://github.com/taohan10200) · Research Intern（PhD 期间，GitHub 自述）；硕士导师 Qi Wang；上海 AI 实验室合作导师 Lei Bai、Wanli Ouyang | [GitHub 关注](https://github.com/taohan10200) 98；[Stars](https://github.com/taohan10200) 658 | | [Xiaocheng Lu](https://github.com/Forest-art) | PhD；2024–；Computer Science and Engineering | 2015–2019 · [Northwestern Polytechnical University](https://github.com/Forest-art) · BSc, Automation；2019–2022 · [Northwestern Polytechnical University](https://github.com/Forest-art) · MEng, Computer Science | large language/vision models、AIGC、AI for Science、low-shot learning；[Shanghai AI Laboratory](https://github.com/Forest-art) · Research Intern, AI4Science（本人简介所列此前经历）；硕士导师 Qi Wang；上海 AI 实验室合作导师 Lei Bai、Wanli Ouyang | [GitHub 关注](https://github.com/Forest-art) 0；[Stars](https://github.com/Forest-art) 78 | | [Dazhao Du](https://ddz16.github.io/cv/) | PhD；2025–；Computer Science and Engineering | 2016–2020 · [Tsinghua University](https://ddz16.github.io/cv/) · BSc, Control Engineering；2020–2023 · [University of Chinese Academy of Sciences](https://ddz16.github.io/cv/) · MSc, CSE | multimodal LLMs、video understanding；2022-07–2022-11 · [ByteDance](https://ddz16.github.io/cv/) · Algorithm Engineer Intern（硕士期间）；2023-07–2025-03 · [Beihang University Hangzhou Innovation Institute](https://ddz16.github.io/cv/) · Algorithm Engineer（入读 HKUST 前）；2026-03– · [Tencent PCG](https://ddz16.github.io/cv/) · Research Intern（PhD 期间） | — | | [Hualei Zhang](https://www.hkpeilab.com/people) | PhD；2025–；Computer Science and Engineering | | Pervasive AI Generative Content | — | | [Linsen Wang](https://www.hkpeilab.com/people) | Post-doctoral Fellow；2026– | | Pervasive AI Generative Content | — | | [Jian Chen](https://www.hkpeilab.com/people) | Senior Research Scientist | | | — | | [Jie Zhang](https://cugzj.github.io/) | Research Assistant Professor；2024-09– | 2011–2015 · [China University of Geosciences](https://cugzj.github.io/) · BEng；2015–2018 · [China University of Geosciences](https://cugzj.github.io/) · MEng；2019–2022 · [Hong Kong Polytechnic University](https://cugzj.github.io/) · PhD | edge computing、federated learning、distributed AI、foundation models；博士导师 Song Guo；2022–2024 在 PolyU 任 postdoc | — | | [Weixiang Zhang](https://facultyprofiles.hkust.edu.hk/profiles.php?profile=song-guo-songguo) | PhD；Individualized Interdisciplinary Program | | 共同指导；；Individualized Interdisciplinary Program | — | ### 校友与去向（1） | 成员与公开档案 | 身份与时间 | 教育背景 | 研究与经历 | 量化记录 | | --- | --- | --- | --- | --- | | [Zicong Hong](https://zicongs-homepage.webflow.io/) · [简历](https://cdn.prod.website-files.com/67b6e589cf5e212747f1ec61/67be0b64befc27510bd20e3d_45532c3676d9e779c0788bd3649b3334_Zicong_CV_2025.pdf) | Postdoctoral Research Fellow；2025-01–2025-10 | 2015-09–2020-07 · [Sun Yat-sen University](https://zicongs-homepage.webflow.io/) · BEng, Software Engineering；2020-09–2025-01 · [Hong Kong Polytechnic University](https://zicongs-homepage.webflow.io/) · PhD | cloud-edge-end AI systems；Scientist, EPFL Distributed Computing Lab，2025-11 起；与 Rachid Guerraoui 合作；博士与 HKUST postdoc 导师 Song Guo；2023 ETH Zürich、2024 University of Aizu visiting scholar | — | ## 指导方式与组内生活 实验室分为四个 research fleet，每个 fleet 由一名博士生担任 leader；RAP、research scientist、postdoc 与博士生共同开展项目。 ### [组内组织](https://www.hkpeilab.com/people) 四个 fleet 的学生 leader 分别为 Haoxi Li、Haodong Wang、Fangqi Zhu、Jian Liu。 ### [课题选择](https://www.hkpeilab.com/recruitment) 招募页列 world models、VLA、learning from failures、自我纠正和真实机器人部署。 ### [学生自主研究目标](https://hitcslj.github.io/) Jian Liu 将 artist-style 3D mesh creation、3D worlds 与 sim-to-real 写为自己的长期目标。 ## 业界合作 成员公开履历覆盖 NVIDIA GEAR、ByteDance Seed、Tencent Hunyuan3D 和上海 AI Lab；教授 CV 另列两项创业角色。 - **[NVIDIA GEAR](https://fangqi-zhu.github.io/) · 学生实习**。Fangqi Zhu 自 2026-05 研究 robot world models。 - **[ByteDance Seed](https://fangqi-zhu.github.io/) · 学生实习与论文合作**。Fangqi Zhu 2024–2026 在 Robotics、Multimodal 实习；IRASim、WMPO 有 ByteDance 共同作者。 - **[Tencent Hunyuan3D](https://hitcslj.github.io/) · 学生实习与产品研发**。Jian Liu 参与 Hunyuan3D 2.0、Studio 的 low-poly generation，并与腾讯团队发表 mesh generation 工作。 - **[Shanghai AI Lab](https://github.com/taohan10200/taohan10200) · 学生实习**。Tao Han 的 GitHub 个人介绍列当前实习；Jian Liu 列 2023–2024 实习。 - **[Zero Dynamic Medical Technology](https://cse.hkust.edu.hk/~songguo/CV.pdf) · 创办企业**。CV 列 co-founder、chief scientist，2021 起。 - **[Liska Biometry Inc.](https://cse.hkust.edu.hk/~songguo/CV.pdf) · 创办企业**。CV 列 co-founder、chief architect，2001–2006。 - **[Huawei Technologies Co., Ltd.](https://facultyprofiles.hkust.edu.hk/profiles.php?profile=song-guo-songguo) · 资助研究项目**。牵头项目 Innovative Architecture Design of GPU/CPU/SSD Multi-Level Collaborative LLM Model（2025 -） - **[MetaX Integrated Circuits (Shanghai) Co, Ltd.](https://facultyprofiles.hkust.edu.hk/profiles.php?profile=song-guo-songguo) · 资助研究项目**。参与项目 HKUST-MetaX Joint Laboratory for Advanced AI Computing（2024 -） ## 成员实习与产业经历 - **[Jinxiang Lai](https://hkpeilab.github.io/people/jinxiang-lai/) · Tencent Youtu Lab**（2020–2024）。Computer Vision Algorithm Researcher（2024 入读 HKUST PhD 前） - **[Jian Liu](https://hitcslj.github.io/) · Alibaba**（2021-08–2021-10）。Software Dev Engineer Intern（入读 HKUST PhD 前） - **[Sikai Bai](https://white1973.github.io/) · SenseTime Shanghai**（2022-05–2023-01）。Intern（硕士毕业后、HKUST 入读前） - **[Fangqi Zhu](https://fangqi-zhu.github.io/) · International Digital Economy Academy**（2022-09–2023-03）。Research Intern, DataStory AI Lab（入读 HKUST PhD 前） - **[Jian Liu](https://hitcslj.github.io/) · Megvii Research**（2022-05–2023-08）。Research Intern（入读 HKUST PhD 前） - **[Dazhao Du](https://ddz16.github.io/cv/) · ByteDance**（2022-07–2022-11）。Algorithm Engineer Intern（硕士期间） - **[Tao Han](https://github.com/taohan10200) · Shanghai AI Laboratory**（2022-04–2024-01）。Research Assistant, AI4Science（入读 HKUST PhD 前） - **[Fangqi Zhu](https://fangqi-zhu.github.io/) · 4Paradigm**（2023-04–2023-12）。Research Intern（入读 HKUST PhD 前） - **[Jian Liu](https://hitcslj.github.io/) · Shanghai AI Lab**（2023-09–2024-07）。Research Intern（入读 HKUST PhD 前） - **[Dazhao Du](https://ddz16.github.io/cv/) · Beihang University Hangzhou Innovation Institute**（2023-07–2025-03）。Algorithm Engineer（入读 HKUST 前） - **[Fangqi Zhu](https://fangqi-zhu.github.io/) · ByteDance Seed**（2024-03–2025-09）。Research Intern, Robotics（入读 HKUST 前开始，延续至 PhD 期间） - **[Jian Liu](https://hitcslj.github.io/) · Tencent Hunyuan**（2024-08–2025-06）。Research Intern（入读 HKUST PhD 前） - **[Bohai Gu](https://nevsnev.github.io/) · Alibaba DAMO Academy, Vision Technology Lab**（2024-01–2024-09）。Research Intern（硕士毕业及转入 HKUST 阶段） - **[Fangqi Zhu](https://fangqi-zhu.github.io/) · ByteDance Seed**（2025-09–2026-05）。Research Intern, Multimodal（PhD 期间） - **[Jian Liu](https://hitcslj.github.io/) · Tencent Hunyuan**（2025-07–2026-07）。Qingyun Research Intern（2025-09 入读 PhD 前开始，延续至 PhD 期间） - **[Fangqi Zhu](https://fangqi-zhu.github.io/) · NVIDIA GEAR**（2026-05–）。Research Intern, world models（PhD 期间） - **[Dazhao Du](https://ddz16.github.io/cv/) · Tencent PCG**（2026-03–）。Research Intern（PhD 期间） - **[Bohai Gu](https://nevsnev.github.io/) · Tencent Video**。Research Intern, AI Technology Center - **[Tao Han](https://github.com/taohan10200) · Shanghai AI Lab**。Research Intern（PhD 期间，GitHub 自述） - **[Xiaocheng Lu](https://github.com/Forest-art) · Shanghai AI Laboratory**。Research Intern, AI4Science（本人简介所列此前经历） ## 学术贡献与服务 分布式计算与边缘智能背景的 Chair Professor，现任 Physical AI 中心主任，公开荣誉含学会 Fellow 与技术成就奖。 - [系官方与主页列 IEEE Fellow、Canadian Academy of Engineering Fellow、Academia Europaea Member。](https://cse.hkust.edu.hk/admin/people/faculty/profile/songguo) - [2024 IEEE Computer Society Edward J. McCluskey Technical Achievement Award；主页列 2024 上海科技奖自然科学一等奖。](https://cse.hkust.edu.hk/~songguo/) ## 论文分析 ### 2024 · [QuickDrop: Efficient Federated Unlearning via Synthetic Data Generation](https://arxiv.org/pdf/2311.15603) Middleware - **问题**：联邦数据删除需要重复计算或保留大量历史梯度，成本高。 - **方法**：训练中用 gradient matching 合成 client-specific 小数据集，后续以其执行梯度上升去学习和恢复。 - **结果**：3 个数据集、5 个基线下，报告相对重训最高 463 倍加速、相对既有 FU 方法 65–218 倍加速，并维持相近模型效用。 - **实验条件**：去除效果属于所测数据与攻击评估；其经验遗忘结果与形式化隐私保证各自核验。 - **研究线**：延续分布式学习的成本、数据控制与系统效率。 阅读：Abstract；Introduction（开头）；Conclusion。 ### 2025 · [IRASim: A Fine-Grained World Model for Robot Manipulation](https://arxiv.org/pdf/2406.14540) ICCV；已读 2025 作者稿 - **问题**：机器人策略评估和规划需要覆盖细粒度物体交互的 action-conditioned simulator。 - **方法**：视频 diffusion transformer 加入 frame-level action-conditioning，对齐动作与生成视频，并用于 policy evaluation 与 planning。 - **结果**：在论文任务上展示长时程高分辨率预测；Push-T planning 的 IoU 从 0.637 提升到 0.961。 - **实验条件**：结论明确生成尚未达到实时；后续方向为 diffusion distillation 加速。生成质量、物理真实性和真实机器人成功率分开评价。 - **研究线**：为 WMPO 等模型内策略优化提供世界模型基础。 阅读：Abstract；Introduction（开头）；§5 Conclusion, Limitation and Future Work。 ### 2026 · [WMPO: World Model-based Policy Optimization for Vision-Language-Action Models](https://arxiv.org/pdf/2511.09515) ICLR；已读 2025 作者稿 - **问题**：VLA 依赖演示，真实机器人 RL 交互样本昂贵。 - **方法**：以 pixel-based world model 产生与 VLA 视觉预训练相容的轨迹，在模型中执行 on-policy GRPO。 - **结果**：模拟与真实机器人实验支持样本效率、性能、自我纠正和泛化收益。 - **实验条件**：RL 阶段免真实环境交互有明确范围；世界模型的训练数据、奖励和模型偏差仍影响部署。 - **研究线**：沿 IRASim 的 action-conditioned 预测扩展到强化学习策略更新。 阅读：Abstract；Introduction（开头）；Conclusion。 ### 2025 · [CoMoE: Collaborative Optimization of Expert Aggregation and Offloading for MoE-based LLMs at Edge](https://arxiv.org/pdf/2508.09208) arXiv 预印本 - **问题**：MoE 的参数存储和动态 expert 加载使移动边缘设备受内存与网络限制。 - **方法**：联合 expert aggregation、offloading 与调度，依据设备资源、网络、输入和移动性适配。 - **结果**：作者报告约 70% memory reduction、相对 expert-offloading 方法 10.5% latency reduction；7.4B 模型内存从 15.6 GB 降到 4.7 GB。 - **实验条件**：结果取预印本与指定 edge testbed；实验条件及模型精度损失应随部署配置复核。 - **研究线**：继续 cloud-edge-end 资源管理线，LLM 为当前工作负载。 阅读：Abstract；Introduction（开头）；Conclusion。 ## 2024–2026 论文目录 ### 2026 - [$\mathsf {Trident}$Trident: A Secure Framework for Flexible Artificial Intelligence Model Lifecycle Management in Public Clouds](https://doi.org/10.1109/TDSC.2025.3621865)。[IEEE Trans. Dependable Secur. Comput.](https://dblp.org/rec/journals/tdsc/ZhaoYLZGX26) - [3D Generation for Embodied AI and Robotic Simulation: A Survey](https://doi.org/10.48550/ARXIV.2604.26509)。[CoRR](https://dblp.org/rec/journals/corr/abs-2604-26509) - [A Joint Dynamic Partial Offloading and Real-Time Scheduling Approach for LEO Satellite-Ground Networks](https://doi.org/10.1109/TMC.2026.3656225)。[IEEE Trans. Mob. Comput.](https://dblp.org/rec/journals/tmc/LiuWNTGJG26) - [Adaptive Detection of Unknown Threats in Smart Contracts via Multimodal Self-Learning](https://doi.org/10.1109/TIFS.2026.3723161)。[IEEE Trans. Inf. Forensics Secur.](https://dblp.org/rec/journals/tifs/DuanYMLNWKG26) - [AdaTok: Self-Budgeting Image Tokenization with Quality-Preserving Dynamic Tokens](https://doi.org/10.48550/ARXIV.2606.07185)。[CoRR](https://dblp.org/rec/journals/corr/abs-2606-07185) - [AFedLF: Adaptive Layer Freezing of Foundation Models in Heterogeneous Federated Learning](https://doi.org/10.1109/TMC.2025.3632655)。[IEEE Trans. Mob. Comput.](https://dblp.org/rec/journals/tmc/ZengZGYQHTCZY26) - [Attribute knowledge inheritance and evolution for generalized zero-shot learning](https://doi.org/10.1016/J.INS.2026.123326)。[Inf. Sci.](https://dblp.org/rec/journals/isci/RaoGLG26) - [Beyond Entropy: Learning from Token-Level Distributional Deviations for LLM Reasoning](https://doi.org/10.48550/ARXIV.2606.19771)。[CoRR](https://dblp.org/rec/journals/corr/abs-2606-19771) - [Beyond Prediction: Steering VLM Agents with Retrospective World Modeling](https://doi.org/10.48550/ARXIV.2609.39101)。[CoRR](https://dblp.org/rec/journals/corr/abs-2609-39101) - [Breaking the Information-Energy Interdependence: Joint WPT and Semantic Codec Adaptation for Sustainable NTN Voice Services](https://doi.org/10.1109/JSAC.2026.3713104)。[IEEE J. Sel. Areas Commun.](https://dblp.org/rec/journals/jsac/YuanQLLZGZ26) - [Consistent-Inversion: Reverse Consistency Guidance for Structure-Preserving Visual Editing](https://doi.org/10.48550/ARXIV.2606.07145)。[CoRR](https://dblp.org/rec/journals/corr/abs-2606-07145) - [Crimson: Collaborative Parameter Updates for Efficient Pipeline Training of Large Language Models](https://doi.org/10.1145/3767295.3803606)。[EuroSys](https://dblp.org/rec/conf/eurosys/JiangCHHHGY26) - [CRL-MM: Context-Aware Relational Learning and Multidimensional Matching for Few-Shot Knowledge Graph Completion](https://doi.org/10.1109/TNNLS.2025.3615900)。[IEEE Trans. Neural Networks Learn. Syst.](https://dblp.org/rec/journals/tnn/JiangWZCZG26) - [Diffusion-Based Preemptive Service Migration for Proactive Fault-Tolerant in 6G Edge Networks](https://doi.org/10.1109/TNSM.2026.3701457)。[IEEE Trans. Netw. Serv. Manag.](https://dblp.org/rec/journals/tnsm/LiuYFLQLGQQG26) - [Director: Accelerating Distributed MoE Serving via Online Proactive Expert Placement](https://doi.org/10.1109/INFOCOM59046.2026.11571522)。[INFOCOM](https://dblp.org/rec/conf/infocom/LiuGHLCWLG26) - [DualSentinel: A Lightweight Framework for Detecting Targeted Attacks in Black-box LLM via Dual Entropy Lull Pattern](https://doi.org/10.48550/ARXIV.2603.01574)。[CoRR](https://dblp.org/rec/journals/corr/abs-2603-01574) - [Early Pneumoconiosis Recognition From CT Images via Distance-Similarity Graph Encoding and Dynamic-Scored Adaptive Pooling](https://doi.org/10.1109/TIP.2026.3718438)。[IEEE Trans. Image Process.](https://dblp.org/rec/journals/tip/JiangLHHHLG26) - [Efficient Multimodal Serving via Module Multiplexing](https://doi.org/10.1145/3767295.3769389)。[EuroSys](https://dblp.org/rec/conf/eurosys/HongCZLCGS26) - [EMFormer: Efficient Multi-Scale Transformer for Accumulative Context Weather Forecasting](https://doi.org/10.48550/ARXIV.2602.01194)。[CoRR](https://dblp.org/rec/journals/corr/abs-2602-01194) - [Energy-Efficient Over-the-Air Computation for Federated Generative Model Fine-Tuning in Unmanned Vehicle-Assisted Disaster Relief](https://doi.org/10.1109/TCCN.2025.3553315)。[IEEE Trans. Cogn. Commun. Netw.](https://dblp.org/rec/journals/tccn/ZhaoFZLXDWGQH26) - [Epass: Efficient and Privacy-Preserving Asynchronous Payment on Blockchain](https://doi.org/10.1109/TDSC.2025.3629834)。[IEEE Trans. Dependable Secur. Comput.](https://dblp.org/rec/journals/tdsc/WangLZLZG26) - [ERA: A QoE-Aware Collaborative Inference Algorithm for NOMA-Based Edge Intelligence](https://doi.org/10.1109/TMC.2025.3610699)。[IEEE Trans. Mob. Comput.](https://dblp.org/rec/journals/tmc/YuanLCXG26) - [Facial Expression Analysis and Its Potentials in IoT Systems: A Contemporary Survey](https://doi.org/10.1145/3737456)。[ACM Comput. Surv.](https://dblp.org/rec/journals/csur/ShangguanDGLDH26) - [Fed-GTopK: Expediting In-Network Federated Learning by Transmitting Global Top Model Updates](https://doi.org/10.1109/TON.2026.3666116)。[IEEE Trans. Netw.](https://dblp.org/rec/journals/ton/SuZCGL26) - [Fine-Tuning and Deploying Large Language Models Over Edges: Issues and Approaches](https://doi.org/10.1109/MCOM.001.2400602)。[IEEE Commun. Mag.](https://dblp.org/rec/journals/cm/DongZLGLH26) - [FlashServe: Adaptive Kernel Provision for Quantized LLM Serving](https://doi.org/10.1109/2575-8411.2026.00078)。[ICDCS](https://dblp.org/rec/conf/icdcs/ChenWLCHGZQ26) - [From Visual Synthesis to Interactive Worlds: Toward Production-Ready 3D Asset Generation](https://doi.org/10.48550/ARXIV.2604.23629)。[CoRR](https://dblp.org/rec/journals/corr/abs-2604-23629) - [Generative 3D Gaussian Splatting for Arbitrary-ResolutionAtmospheric Downscaling and Forecasting](https://doi.org/10.48550/ARXIV.2604.07928)。[CoRR](https://dblp.org/rec/journals/corr/abs-2604-07928) - [GUI Agents with Reinforcement Learning: Toward Digital Inhabitants](https://doi.org/10.48550/ARXIV.2604.27955)。[CoRR](https://dblp.org/rec/journals/corr/abs-2604-27955) - [HALO: A Unified Vision-Language-Action Model for Embodied Multimodal Chain-of-Thought Reasoning](https://doi.org/10.48550/ARXIV.2602.21157)。[CoRR](https://dblp.org/rec/journals/corr/abs-2602-21157) - [Harmonizing Text-Guided Video Inpainting With Optical Flow Diffusion](https://doi.org/10.1109/TCSVT.2026.3680155)。[IEEE Trans. Circuits Syst. Video Technol.](https://dblp.org/rec/journals/tcsv/GuG26) - [HetRoute Heterogeneous and Cost-aware Collaborative Routing Framework for Distributed Edge MoE Inference](https://doi.org/10.48550/ARXIV.2608.00577)。[CoRR](https://dblp.org/rec/journals/corr/abs-2608-00577) - [Human-Centric Intelligence in the Era of Foundation Models: A Survey](https://doi.org/10.48550/ARXIV.2608.18184)。[CoRR](https://dblp.org/rec/journals/corr/abs-2608-18184) - [Hypergraph decomposition with intersection bounds](https://doi.org/10.1007/S00778-026-00985-5)。[VLDB J.](https://dblp.org/rec/journals/vldb/LuoYZZYCLG26) - [KVDrive: A Holistic Multi-Tier KV Cache Management System for Long-Context LLM Inference](https://doi.org/10.1145/3802077)。[Proc. ACM Manag. Data](https://dblp.org/rec/journals/pacmmod/LinMHWLZLG26) - [LazyEviction: Lagged KV Eviction with Attention Pattern Observation for Efficient Long Reasoning](https://doi.org/10.18653/V1/2026.ACL-LONG.1683)。[ACL (1)](https://dblp.org/rec/conf/acl/ZhangZMZG26) - [Learning Spatiotemporal Sensitivity in Video LLMs via Counterfactual Reinforcement Learning](https://doi.org/10.48550/ARXIV.2605.21988)。[CoRR](https://dblp.org/rec/journals/corr/abs-2605-21988) - [MCFL: Multimodal Collaborative Fusion Learning for Hashimoto's Thyroiditis Recognition](https://doi.org/10.1109/TIP.2025.3649346)。[IEEE Trans. Image Process.](https://dblp.org/rec/journals/tip/JiangZBHHHSG26) - [Mesh-Pro: Asynchronous Advantage-guided Ranking Preference Optimization for Artist-style Quadrilateral Mesh Generation](https://openaccess.thecvf.com/content/CVPR2026/html/Zhou_Mesh-Pro_Asynchronous_Advantage-guided_Ranking_Preference_Optimization_for_Artist-style_Quadrilateral_Mesh_CVPR_2026_paper.html)。[CVPR](https://dblp.org/rec/conf/cvpr/ZhouLLXWZCFMDGJ26) - [MeshFIM: Local Low-Poly Mesh Editing via Fill-in-the-Middle Autoregressive Generation](https://doi.org/10.48550/ARXIV.2605.08744)。[CoRR](https://dblp.org/rec/journals/corr/abs-2605-08744) - [Mitigating Bias in Low-SNR Financial Reinforcement Learning via Quantum Representations](https://doi.org/10.48550/ARXIV.2606.10448)。[CoRR](https://dblp.org/rec/journals/corr/abs-2606-10448) - [Mixture of Experts-Enabled Parallel Scheduling and Processing for Vehicular Generative AI Services](https://doi.org/10.1109/TCCN.2025.3571753)。[IEEE Trans. Cogn. Commun. Netw.](https://dblp.org/rec/journals/tccn/XieXXDGGH26) - [MosaicQuant: Inlier-Outlier Disaggregation for Unified 4-Bit LLM Quantization](https://doi.org/10.48550/ARXIV.2606.15652)。[CoRR](https://dblp.org/rec/journals/corr/abs-2606-15652) - [MycoStore: A Layer-Sharing Neural Network Model Repository for 6G Edge Intelligence](https://doi.org/10.1109/MWC.2025.3642216)。[IEEE Wirel. Commun.](https://dblp.org/rec/journals/wc/WangGZZG26) - [OnlineWM: Causality-Aware Active Online Learning for Effective World Modeling](https://doi.org/10.48550/ARXIV.2609.23753)。[CoRR](https://dblp.org/rec/journals/corr/abs-2609-23753) - [OPTD: On-Policy Transition Distillation with Consistency-Guided Adaptive Compression for Few-Step Diffusion Language Models](https://doi.org/10.48550/ARXIV.2608.02942)。[CoRR](https://dblp.org/rec/journals/corr/abs-2608-02942) - [Optimizing Prompts With MLLM for Multimodal Product Style Recognition in Industry 5.0](https://doi.org/10.1109/TII.2026.3668863)。[IEEE Trans. Ind. Informatics](https://dblp.org/rec/journals/tii/LiHHCZG26) - [OrderMoE: An expert similarity driven distributed edge MoE inference](https://doi.org/10.48550/ARXIV.2607.17154)。[CoRR](https://dblp.org/rec/journals/corr/abs-2607-17154) - [PACE-dLLM: Elastic Block Decoding via Confidence Cliff Estimation for Diffusion Language Models](https://doi.org/10.48550/ARXIV.2609.26249)。[CoRR](https://dblp.org/rec/journals/corr/abs-2609-26249) - [Place-it-R1: Unlocking Environment-aware Reasoning Potential of MLLM for Video Object Insertion](https://doi.org/10.48550/ARXIV.2603.06140)。[CoRR](https://dblp.org/rec/journals/corr/abs-2603-06140) - [PODS: Efficient and Secure Identity-Based Hierarchical Data Processing Control in Mobile Cloud Storage](https://doi.org/10.1109/TMC.2026.3673173)。[IEEE Trans. Mob. Comput.](https://dblp.org/rec/journals/tmc/ZhaoSZZGX26) - [PPAI: Enabling Personalized LLM Agent Interoperability for Collaborative Edge Intelligence](https://doi.org/10.1109/INFOCOM59046.2026.11571683)。[INFOCOM](https://dblp.org/rec/conf/infocom/WangLGWLHG26) - [Predicting the Future by Retrieving the Past](https://doi.org/10.1609/AAAI.V40I25.39230)。[AAAI](https://dblp.org/rec/conf/aaai/DuHG26) - [QuadGPT: Native Quadrilateral Mesh Generation with Autoregressive Models](https://proceedings.iclr.cc/paper_files/paper/2026/hash/255a6f2248df64fbd37267cf93a25b7c-Abstract-Conference.html)。[ICLR](https://dblp.org/rec/conf/iclr/LiuWGWZLYZXLCG26) - [RealBench: Benchmarking Data-Driven Numerical Weather Forecasting Under Operational Conditions and Extreme Event Challenges](https://doi.org/10.48550/ARXIV.2605.24945)。[CoRR](https://dblp.org/rec/journals/corr/abs-2605-24945) - [RedFlow: Redirect Failure into Action-Level Corrections for Flow-matching VLA Policy](https://doi.org/10.48550/ARXIV.2607.27782)。[CoRR](https://dblp.org/rec/journals/corr/abs-2607-27782) - [Reducing Pretraining-Generation Mismatch in Diffusion Language Models](https://doi.org/10.48550/ARXIV.2608.09424)。[CoRR](https://dblp.org/rec/journals/corr/abs-2608-09424) - [Regulated Blockchain Enabled Market for Internet of Things](https://doi.org/10.1007/978-3-032-06176-8_4)。[ICBC](https://dblp.org/rec/conf/icbc/LiuZGHCX25) - [Scaling Blockchain via Dynamic Sharding](https://doi.org/10.1109/TDSC.2025.3621057)。[IEEE Trans. Dependable Secur. Comput.](https://dblp.org/rec/journals/tdsc/ZhangHQCZG26) - [ShardCutter: A Blockchain Sharding Protocol Achieving Transaction Workload Balance Across State Shards](https://doi.org/10.1109/TON.2026.3663704)。[IEEE Trans. Netw.](https://dblp.org/rec/journals/ton/HuangZZLCZZG26) - [ShBkDRL: Reliable Microservice Provision With Shared Backup in Dynamic Edge Computing](https://doi.org/10.1109/TC.2026.3724838)。[IEEE Trans. Computers](https://dblp.org/rec/journals/tc/ZengZWXYQLG26) - [Sparse-WAM: Accelerating World Action Models via Action-Guided Sparse Imagination](https://doi.org/10.48550/ARXIV.2609.38984)。[CoRR](https://dblp.org/rec/journals/corr/abs-2609-38984) - [STAR++: Region-Aware Conditional Semantics via Interpretable Side Information for Zero-Shot Skeleton Action Recognition](https://doi.org/10.1109/TCSVT.2026.3651695)。[IEEE Trans. Circuits Syst. Video Technol.](https://dblp.org/rec/journals/tcsv/ChenGLRG26) - [STAR-RIS-Assisted Covert Communications in RSMA Networks: A Quantum Reinforcement Learning Approach](https://doi.org/10.1109/TMC.2026.3666828)。[IEEE Trans. Mob. Comput.](https://dblp.org/rec/journals/tmc/LiWWNG26) - [STCast: Adaptive Boundary Alignment for Global and Regional Weather Forecasting](https://openaccess.thecvf.com/content/CVPR2026/html/Chen_STCast_Adaptive_Boundary_Alignment_for_Global_and_Regional_Weather_Forecasting_CVPR_2026_paper.html)。[CVPR](https://dblp.org/rec/conf/cvpr/ChenHZGB26) - [SteerQuant: Steering Quantization Error with Action-Guided Scaling in World-Action Models](https://doi.org/10.48550/ARXIV.2609.39056)。[CoRR](https://dblp.org/rec/journals/corr/abs-2609-39056) - [Teach to Learn: Hint Annealing for Self-improving LLM Reasoning](https://doi.org/10.48550/ARXIV.2609.34975)。[CoRR](https://dblp.org/rec/journals/corr/abs-2609-34975) - [Temporally Grounded Compositional Camera Motion Understanding via Geometric Knowledge Distillation](https://doi.org/10.48550/ARXIV.2608.10932)。[CoRR](https://dblp.org/rec/journals/corr/abs-2608-10932) - [Think How to Think: Mitigating Overthinking with Autonomous Difficulty Cognition in Large Reasoning Models](https://doi.org/10.18653/V1/2026.ACL-LONG.1766)。[ACL (1)](https://dblp.org/rec/conf/acl/LiuLMZG26) - [TopoCompress: Topology Aware Token Compression Algorithm for Distributed Edge MoE Inference](https://doi.org/10.48550/ARXIV.2609.26061)。[CoRR](https://dblp.org/rec/journals/corr/abs-2609-26061) - [Transformer-based end-to-end multiple object fast-tracking model for golden monkeys](https://doi.org/10.1007/S00138-026-01851-8)。[Mach. 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Netw.](https://dblp.org/rec/journals/tccn/YuanCXLCLG26) - [TrimMoE A communication aware and adaptive depth framework for distributed edge inference](https://doi.org/10.48550/ARXIV.2608.00573)。[CoRR](https://dblp.org/rec/journals/corr/abs-2608-00573) - [TTVS: Boosting Self-Exploring Reinforcement Learning via Test-time Variational Synthesis](https://doi.org/10.18653/V1/2026.FINDINGS-ACL.1634)。[ACL (Findings)](https://dblp.org/rec/conf/acl/BaiLZLG26) - [TwinQuant: Learnable Subspace Decomposition for 4-Bit LLM Quantization](https://doi.org/10.48550/ARXIV.2606.01556)。[CoRR](https://dblp.org/rec/journals/corr/abs-2606-01556) - [Ultrasound Image Multi-Instance Learning With Global-Neighbor Awareness and Adaptive Bilinear Pooling for HT Recognition](https://doi.org/10.1109/TMM.2026.3668684)。[IEEE Trans. Multim.](https://dblp.org/rec/journals/tmm/HuangBJWSHHG26) - [UNICBench: UNIfied Counting Benchmark for MLLM](https://openaccess.thecvf.com/content/CVPR2026/html/Rong_UNICBench_UNIfied_Counting_Benchmark_for_MLLM_CVPR_2026_paper.html)。[CVPR](https://dblp.org/rec/conf/cvpr/RongHZFWGYG26) - [Unifying Understanding and Generation in Vision-Language Models: Advances, Challenges, and Opportunities](https://openreview.net/forum?id=AIMmeOrVFL)。[Trans. Mach. Learn. Res.](https://dblp.org/rec/journals/tmlr/LuMZLG26) - [United Minds or Isolated Agents? Exploring Coordination of LLMs under Cognitive Load Theory](https://openreview.net/forum?id=8BYJHZiZ5T)。[Trans. Mach. Learn. Res.](https://dblp.org/rec/journals/tmlr/ShangLLZHG26) - [Unleashing the Power of Continual Learning on Non-Centralized Devices: A Survey](https://doi.org/10.1109/COMST.2025.3568279)。[IEEE Commun. Surv. Tutorials](https://dblp.org/rec/journals/comsur/LiWXXLTWYZYGL26) - [VisionCreator: A Native Visual-Generation Agentic Model with Understanding, Thinking, Planning and Creation](https://doi.org/10.48550/ARXIV.2603.02681)。[CoRR](https://dblp.org/rec/journals/corr/abs-2603-02681) - [VLM-based automatic multi-granularity graph representation of building layouts for design informatics](https://doi.org/10.48550/ARXIV.2608.24886)。[CoRR](https://dblp.org/rec/journals/corr/abs-2608-24886) - [What You Think is What You See: Driving Exploration in VLM Agents via Visual-Linguistic Curiosity](https://doi.org/10.48550/ARXIV.2605.03782)。[CoRR](https://dblp.org/rec/journals/corr/abs-2605-03782) - [WiFi-based Human Pose Estimation via Intermediate Pose Synthesis and Part Grouping](https://doi.org/10.1109/IWQOS70441.2026.11661193)。[IWQoS](https://dblp.org/rec/conf/iwqos/FangZLZG26) - [WMPO: World Model-based Policy Optimization for Vision-Language-Action Models](https://proceedings.iclr.cc/paper_files/paper/2026/hash/6605c7d1c1ae1521b328d036df5be1ae-Abstract-Conference.html)。[ICLR](https://dblp.org/rec/conf/iclr/ZhuYHSMG26) - [WorldCraft: From Camera Navigation to Object Manipulation in Interactive Video World Models](https://doi.org/10.48550/ARXIV.2605.25077)。[CoRR](https://dblp.org/rec/journals/corr/abs-2605-25077) - [WorldCycle: Self-Verifiable Reinforcement Learning for Long-Horizon Video World Models](https://doi.org/10.48550/ARXIV.2608.04964)。[CoRR](https://dblp.org/rec/journals/corr/abs-2608-04964) ### 2025 - [6G Communication New Paradigm: The Integration of Autonomous Aerial Vehicles and Intelligent Reflecting Surfaces](https://doi.org/10.1109/COMST.2025.3526251)。[IEEE Commun. Surv. Tutorials](https://dblp.org/rec/journals/comsur/NingLWWWYG25) - [A Comprehensive Survey on Communication-Efficient Federated Learning in Mobile Edge Environments](https://doi.org/10.1109/COMST.2025.3535957)。[IEEE Commun. Surv. Tutorials](https://dblp.org/rec/journals/comsur/JiaQYWHG25) - [A Survey on Off-chain Networks: Frameworks, Technologies, Solutions and Challenges](https://doi.org/10.1145/3735124)。[ACM Comput. Surv.](https://dblp.org/rec/journals/csur/WangLYNTGZ25) - [A Survey on Security of UAV Swarm Networks: Attacks and Countermeasures](https://doi.org/10.1145/3703625)。[ACM Comput. Surv.](https://dblp.org/rec/journals/csur/WangZYNGYG25) - [A Survey on Trustworthy Edge Intelligence: From Security and Reliability to Transparency and Sustainability](https://doi.org/10.1109/COMST.2024.3446585)。[IEEE Commun. Surv. Tutorials](https://dblp.org/rec/journals/comsur/WangWWNGY25) - [Adaptive Incentive and Resource Allocation for Blockchain-Supported Edge Video Streaming Systems: A Cooperative Learning Approach](https://doi.org/10.1109/TMC.2024.3437745)。[IEEE Trans. Mob. Comput.](https://dblp.org/rec/journals/tmc/YuanZLGCWY25) - [Adaptive Incentivize for Federated Learning With Cloud-Edge Collaboration Under Multi-Level Information Sharing](https://doi.org/10.1109/TC.2025.3566864)。[IEEE Trans. Computers](https://dblp.org/rec/journals/tc/YuanDLGCWWZ25) - [Advanced Product Personalization in Blockchain-Enabled Metaverse: A Diffusion Model for Automatic Style Generation](https://doi.org/10.1109/JIOT.2024.3511667)。[IEEE Internet Things J.](https://dblp.org/rec/journals/iotj/LiZHXZG25) - [Air-Ground Integrated Online Federated Learning Under Unreliable Communication](https://doi.org/10.1109/TCCN.2025.3542449)。[IEEE Trans. Cogn. Commun. Netw.](https://dblp.org/rec/journals/tccn/JingQWDGW25) - [ASDroid: Resisting Evolving Android Malware With API Clusters Derived From Source Code](https://doi.org/10.1109/TIFS.2025.3536280)。[IEEE Trans. Inf. Forensics Secur.](https://dblp.org/rec/journals/tifs/HuWSGZZ25) - [Average AoI Minimization With Directional Charging for Wireless-Powered Network Edge](https://doi.org/10.1109/TMC.2025.3527559)。[IEEE Trans. Mob. Comput.](https://dblp.org/rec/journals/tmc/ChenGXLSGC25) - [BoxSeg: Quality-Aware and Peer-Assisted Learning for Box-supervised Instance Segmentation](https://doi.org/10.1145/3746027.3755019)。[ACM Multimedia](https://dblp.org/rec/conf/mm/LaiWZ0GLZ025) - [BrokerChain: A Blockchain Sharding Protocol by Exploiting Broker Accounts](https://doi.org/10.1109/TON.2025.3550502)。[IEEE Trans. Netw.](https://dblp.org/rec/journals/ton/HuangYCZLYPZ025) - [Causally Motivated Sycophancy Mitigation for Large Language Models](https://openreview.net/forum?id=yRKelogz5i)。[ICLR](https://dblp.org/rec/conf/iclr/LiT0GBD025) - [CODP: Improving Differentially Private Federated Learning by Cascading and Offsetting Noises Between Iterations](https://doi.org/10.1109/TDSC.2025.3578646)。[IEEE Trans. Dependable Secur. Comput.](https://dblp.org/rec/journals/tdsc/WangZLLHWSG25) - [Collaborative Inference and Learning between Edge SLMs and Cloud LLMs: A Survey of Algorithms, Execution, and Open Challenges](https://doi.org/10.48550/ARXIV.2507.16731)。[CoRR](https://dblp.org/rec/journals/corr/abs-2507-16731) - [Collaborative Neural Architecture Search for Personalized Federated Learning](https://doi.org/10.1109/TC.2024.3477945)。[IEEE Trans. Computers](https://dblp.org/rec/journals/tc/LiuGZHZZ25) - [Communication-Efficient Sparsely-Activated Model Training via Sequence Migration and Token Condensation](https://doi.org/10.1109/TON.2025.3585359)。[IEEE Trans. Netw.](https://dblp.org/rec/journals/ton/ChenLHSG25) - [CoMoE: Collaborative Optimization of Expert Aggregation and Offloading for MoE-based LLMs at Edge](https://doi.org/10.48550/ARXIV.2508.09208)。[CoRR](https://dblp.org/rec/journals/corr/abs-2508-09208) - [CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs](https://doi.org/10.48550/ARXIV.2507.06087)。[CoRR](https://dblp.org/rec/journals/corr/abs-2507-06087) - [D2MoE: Dual Routing and Dynamic Scheduling for Efficient On-Device MoE-based LLM Serving](https://doi.org/10.1145/3680207.3723493)。[MobiCom](https://dblp.org/rec/conf/mobicom/WangZH025) - [Data Quality-Aware Mixed-Precision Quantization via Hybrid Reinforcement Learning](https://doi.org/10.1109/TNNLS.2024.3409692)。[IEEE Trans. Neural Networks Learn. Syst.](https://dblp.org/rec/journals/tnn/WangGGZZZZ25) - [DECC: Delay-Aware Edge-Cloud Collaboration for Accelerating DNN Inference](https://doi.org/10.1109/TETC.2024.3404551)。[IEEE Trans. Emerg. Top. Comput.](https://dblp.org/rec/journals/tetc/ZhuangCXQGWLYL25) - [DeepZoning: Re-accelerate CNN Inference with Zoning Graph for Heterogeneous Edge Cluster](https://doi.org/10.1145/3701995)。[ACM Trans. Archit. Code Optim.](https://dblp.org/rec/journals/taco/WangMYQZWLG25) - [DeNC: Unleash Neural Codecs in Video Streaming with Diffusion Enhancement](https://doi.org/10.1609/AAAI.V39I1.32107)。[AAAI](https://dblp.org/rec/conf/aaai/ZhouLGHXC025) - [DiEP: Adaptive Mixture-of-Experts Compression through Differentiable Expert Pruning](http://papers.nips.cc/paper_files/paper/2025/hash/511c7fd69db9f1ce7492a57285975849-Abstract-Conference.html)。[NeurIPS](https://dblp.org/rec/conf/nips/BaiLZHG25) - [Distributionally Robust Optimization of On-Orbit Resource Scheduling for Remote Sensing in Space-Air-Ground Integrated 6G Networks](https://doi.org/10.1109/JSAC.2024.3460057)。[IEEE J. Sel. Areas Commun.](https://dblp.org/rec/journals/jsac/SunCJG25) - [Durable Quantization Conditioned Misalignment Attack on Large Language Models](https://openreview.net/forum?id=41uZB8bDFh)。[ICLR](https://dblp.org/rec/conf/iclr/DongL025) - [EdgeTA: Neuron-Grained Scaling of Foundation Models in Edge-Side Retraining](https://doi.org/10.1109/TMC.2024.3504859)。[IEEE Trans. Mob. Comput.](https://dblp.org/rec/journals/tmc/ZhangHLWGC25) - [Efficient Edge LLMs Deployment via HessianAware Quantization and CPU GPU Collaborative](https://doi.org/10.48550/ARXIV.2508.07329)。[CoRR](https://dblp.org/rec/journals/corr/abs-2508-07329) - [Efficient Missing Key Tag Identification in Large-Scale RFID Systems: An Iterative Verification and Selection Method](https://doi.org/10.1109/TMC.2024.3493597)。[IEEE Trans. Mob. Comput.](https://dblp.org/rec/journals/tmc/YinXMG25) - [Efficient Multi-User Offloading of Personalized Diffusion Models: A DRL-Convex Hybrid Solution](https://doi.org/10.1109/TMC.2025.3560582)。[IEEE Trans. Mob. Comput.](https://dblp.org/rec/journals/tmc/YangXGMKD25) - [Efficient Online Computing Offloading for Budget- Constrained Cloud-Edge Collaborative Video Streaming Systems](https://doi.org/10.1109/TCC.2024.3524310)。[IEEE Trans. Cloud Comput.](https://dblp.org/rec/journals/tcc/YuanLGLCWY25) - [Enhancing Transferability of Targeted Adversarial Examples Via Inverse Target Gradient Competition and Spatial Distance Stretching](https://doi.org/10.1109/ICCV51701.2025.00354)。[ICCV](https://dblp.org/rec/conf/iccv/LiWLZHG25) - [Epsilon: Exploring Comprehensive Visual-Semantic Projection for Multi-Label Zero-Shot Learning](https://doi.org/10.1609/AAAI.V39I18.34098)。[AAAI](https://dblp.org/rec/conf/aaai/LiuG0L25) - [ExpertDRL: Request Dispatching and Instance Configuration for Serverless Edge Inference With Foundation Models](https://doi.org/10.1109/TMC.2025.3553201)。[IEEE Trans. Mob. Comput.](https://dblp.org/rec/journals/tmc/ZengZYQGGL25) - [Exploring Prosocial Irrationality for LLM Agents: A Social Cognition View](https://openreview.net/forum?id=u8VOQVzduP)。[ICLR](https://dblp.org/rec/conf/iclr/LiuZS0YZ25) - [Feature Correlation-Guided Knowledge Transfer for Federated Self-Supervised Learning](https://doi.org/10.1109/TNNLS.2025.3541642)。[IEEE Trans. Neural Networks Learn. Syst.](https://dblp.org/rec/journals/tnn/LiuGZZZW25) - [FedQClip: Accelerating Federated Learning via Quantized Clipped SGD](https://doi.org/10.1109/TC.2024.3477972)。[IEEE Trans. Computers](https://dblp.org/rec/journals/tc/QuJYHG25) - [FreeMesh: Boosting Mesh Generation with Coordinates Merging](https://proceedings.mlr.press/v267/liu25bz.html)。[ICML](https://dblp.org/rec/conf/icml/0036WLYZC00G25) - [Graph Attentional Based Agglomerative Cluster for UAV Swarm Networks](https://doi.org/10.1109/TNSE.2025.3559215)。[IEEE Trans. Netw. Sci. Eng.](https://dblp.org/rec/journals/tnse/HuangYWMWG25) - [Guest Editorial of the Special section on Edge Intelligence and Its Applications to Consumer Electronics](https://doi.org/10.1109/TCE.2024.3487864)。[IEEE Trans. Consumer Electron.](https://dblp.org/rec/journals/tce/LiuGDTD25) - [Guest Editorial Special Issue on Security and Privacy Issues in Networking in the Age of Artificial Intelligence](https://doi.org/10.1109/LNET.2025.3640787)。[IEEE Netw. Lett.](https://dblp.org/rec/journals/ieeenl/SoodQYGLS25) - [ICLScan: Detecting Backdoors in Black-Box Large Language Models via Targeted In-context Illumination](http://papers.nips.cc/paper_files/paper/2025/hash/db86e1a6a6182687a4c500078c4912ff-Abstract-Conference.html)。[NeurIPS](https://dblp.org/rec/conf/nips/PangHGLW25) - [InfGen: A Resolution-Agnostic Paradigm for Scalable Image Synthesis](https://doi.org/10.1109/ICCV51701.2025.01667)。[ICCV](https://dblp.org/rec/conf/iccv/HanXGYGZB25) - [IRASim: A Fine-Grained World Model for Robot Manipulation](https://doi.org/10.1109/ICCV51701.2025.00917)。[ICCV](https://dblp.org/rec/conf/iccv/ZhuWGLCK25) - [JCSRC: Joint Client Selection and Resource Configuration for Energy-Efficient Multi-Task Federated Learning](https://doi.org/10.1109/TC.2025.3605765)。[IEEE Trans. Computers](https://dblp.org/rec/journals/tc/KeZMZSQG25) - [Joint AAV Location and Training Optimization for Air-Ground Integrated Online Federated Learning](https://doi.org/10.1109/JIOT.2025.3600241)。[IEEE Internet Things J.](https://dblp.org/rec/journals/iotj/JingQQDZWGW25) - [Joint Data Retransmission and Client Selection Optimization for Error-Tolerant Federated Learning in AAV Networks](https://doi.org/10.1109/TCCN.2024.3520557)。[IEEE Trans. Cogn. Commun. Netw.](https://dblp.org/rec/journals/tccn/DongWQAWZWG25) - [LANA: Lightweight AI-driven High-Fidelity Voice Services over 6G Narrowband Non-Terrestrial Networks](https://doi.org/10.1109/INFOCOMWKSHPS65812.2025.11152968)。[INFOCOM WKSHPS](https://dblp.org/rec/conf/infocom/YuanXLLLGL25) - [Learning by Neighbor-Aware Semantics, Deciding by Open-form Flows: Towards Robust Zero-Shot Skeleton Action Recognition](https://doi.org/10.48550/ARXIV.2511.09388)。[CoRR](https://dblp.org/rec/journals/corr/abs-2511-09388) - [Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management](https://doi.org/10.1109/INFOCOM55648.2025.11044533)。[INFOCOM](https://dblp.org/rec/conf/infocom/LiuHLC025) - [Mesh-RFT: Enhancing Mesh Generation via Fine-grained Reinforcement Fine-Tuning](http://papers.nips.cc/paper_files/paper/2025/hash/e4ca3675c3569a7c222c8351e4db8b9e-Abstract-Conference.html)。[NeurIPS](https://dblp.org/rec/conf/nips/LiuXGLGYWLYCZHG25) - [Metaverse-Oriented User Preference Recommendation Systems Based on DSD-Transformer](https://doi.org/10.1109/JIOT.2025.3604510)。[IEEE Internet Things J.](https://dblp.org/rec/journals/iotj/HongRLZDZG25) - [Mjölnir: Breaking the Shield of Perturbation-Protected Gradients via Adaptive Diffusion](https://doi.org/10.1609/AAAI.V39I25.34829)。[AAAI](https://dblp.org/rec/conf/aaai/LiuCZ0LL25) - [Mobility and Cost Aware Inference Accelerating Algorithm for Edge Intelligence](https://doi.org/10.1109/TMC.2024.3484158)。[IEEE Trans. Mob. Comput.](https://dblp.org/rec/journals/tmc/YuanLWXCCG25) - [Model Decomposition and Reassembly for Purified Knowledge Transfer in Personalized Federated Learning](https://doi.org/10.1109/TMC.2024.3466227)。[IEEE Trans. Mob. Comput.](https://dblp.org/rec/journals/tmc/ZhangGMXZGHS25) - [Multimodal Dual-Embedding Networks for Malware Open-Set Recognition](https://doi.org/10.1109/TNNLS.2024.3373809)。[IEEE Trans. Neural Networks Learn. 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Mob. Comput.](https://dblp.org/rec/journals/tmc/WeiQLGC24) - [Guest Editorial Human-Centric Communication and Networking for Metaverse Over 5G and Beyond Networks - Part I](https://doi.org/10.1109/JSAC.2023.3344091)。[IEEE J. Sel. Areas Commun.](https://dblp.org/rec/journals/jsac/LiGCDA24) - [Guest Editorial Human-Centric Communication and Networking for Metaverse Over 5G and Beyond Networks - Part II](https://doi.org/10.1109/JSAC.2023.3344109)。[IEEE J. Sel. Areas Commun.](https://dblp.org/rec/journals/jsac/LiGCDA24a) - [Hierarchical Scheduling Mechanism Based on Relaxed Constraints for Complex Industrial Scenes](https://doi.org/10.1109/TNSE.2024.3366917)。[IEEE Trans. Netw. Sci. Eng.](https://dblp.org/rec/journals/tnse/NieYWGWMWG24) - [High Efficiency Inference Accelerating Algorithm for NOMA-Based Edge Intelligence](https://doi.org/10.1109/TWC.2024.3454086)。[IEEE Trans. Wirel. 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Cloud Comput.](https://dblp.org/rec/journals/tcc/ChenLWG24) - [On Energy Optimization for Hierarchical Federated Learning With Delay Constraint Through Node Cooperation](https://doi.org/10.1109/JIOT.2024.3349393)。[IEEE Internet Things J.](https://dblp.org/rec/journals/iotj/LiZG24) - [On the Element-Wise Representation and Reasoning in Zero-Shot Image Recognition: A Systematic Survey](https://doi.org/10.48550/ARXIV.2408.04879)。[CoRR](https://dblp.org/rec/journals/corr/abs-2408-04879) - [On the Robustness of Neural-Enhanced Video Streaming against Adversarial Attacks](https://doi.org/10.1609/AAAI.V38I15.29657)。[AAAI](https://dblp.org/rec/conf/aaai/ZhouGGLZWX24) - [Online Data Trading for Cloud-Edge Collaboration Architecture](https://doi.org/10.1109/ICC51166.2024.10622888)。[ICC](https://dblp.org/rec/conf/icc/YuanWLLWGY24) - [Optimization-Driven DRL-Based Joint Beamformer Design for IRS-Aided ITSN Against Smart Jamming Attacks](https://doi.org/10.1109/TWC.2023.3281452)。[IEEE Trans. Wirel. Commun.](https://dblp.org/rec/journals/twc/DongHLXG24) - [Optimus: Warming Serverless ML Inference via Inter-Function Model Transformation](https://doi.org/10.1145/3627703.3629567)。[EuroSys](https://dblp.org/rec/conf/eurosys/HongL0LCW024) - [OTAS: An Elastic Transformer Serving System via Token Adaptation](https://doi.org/10.1109/INFOCOM52122.2024.10621087)。[INFOCOM](https://dblp.org/rec/conf/infocom/Chen0H0WZZ24) - [ParsNets: A Parsimonious Composition of Orthogonal and Low-Rank Linear Networks for Zero-Shot Learning](https://www.ijcai.org/proceedings/2024/449)。[IJCAI](https://dblp.org/rec/conf/ijcai/GuoZLLL0H0X024) - [Participant and Sample Selection for Efficient Online Federated Learning in UAV Swarms](https://doi.org/10.1109/JIOT.2024.3363181)。[IEEE Internet Things J.](https://dblp.org/rec/journals/iotj/WuQWDGWG24) - [PASS: Patch Automatic Skip Scheme for Efficient On-Device Video Perception](https://doi.org/10.1109/TPAMI.2024.3350380)。[IEEE Trans. Pattern Anal. Mach. Intell.](https://dblp.org/rec/journals/pami/ZhouGPLGXZ24) - [Peak AoI Minimization at Wireless-Powered Network Edge: From the Perspective of Both Charging and Transmitting](https://doi.org/10.1109/TNET.2023.3303266)。[IEEE/ACM Trans. Netw.](https://dblp.org/rec/journals/ton/ChenGCLSG24) - [Peak AoI Minimization With Directional Charging for Data Collection at Wireless-Powered Network Edge](https://doi.org/10.1109/TSC.2023.3341835)。[IEEE Trans. Serv. Comput.](https://dblp.org/rec/journals/tsc/ChenGXLWCG24) - [PICO: Pipeline Inference Framework for Versatile CNNs on Diverse Mobile Devices](https://doi.org/10.1109/TMC.2023.3265111)。[IEEE Trans. Mob. Comput.](https://dblp.org/rec/journals/tmc/YangXQWSLG24) - [Poisoning Attack on Federated Knowledge Graph Embedding](https://doi.org/10.1145/3589334.3645422)。[WWW](https://dblp.org/rec/conf/www/Zhou0MHGD24) - [POTA: Privacy-Preserving Online Multi-Task Assignment With Path Planning](https://doi.org/10.1109/TMC.2023.3315324)。[IEEE Trans. Mob. Comput.](https://dblp.org/rec/journals/tmc/ZhangLLLZG24) - [ProCC: Progressive Cross-Primitive Compatibility for Open-World Compositional Zero-Shot Learning](https://doi.org/10.1609/AAAI.V38I11.29164)。[AAAI](https://dblp.org/rec/conf/aaai/Huo0GGWLL24) - [PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models - Federated Learning in Age of Foundation Model](https://doi.org/10.1109/TMC.2023.3302410)。[IEEE Trans. Mob. Comput.](https://dblp.org/rec/journals/tmc/GuoGWTX24) - [Publicly Verifiable and Secure SVM Classification for Cloud-Based Health Monitoring Services](https://doi.org/10.1109/JIOT.2023.3326358)。[IEEE Internet Things J.](https://dblp.org/rec/journals/iotj/LeiLZLHZG24) - [QuickDrop: Efficient Federated Unlearning via Synthetic Data Generation](https://doi.org/10.1145/3652892.3700764)。[Middleware](https://dblp.org/rec/conf/middleware/DhasadeD0KVW24) - [Random Sampling for Diffusion-based Adversarial Purification](https://doi.org/10.48550/ARXIV.2411.18956)。[CoRR](https://dblp.org/rec/journals/corr/abs-2411-18956) - [Rethinking Personalized Client Collaboration in Federated Learning](https://doi.org/10.1109/TMC.2024.3396218)。[IEEE Trans. Mob. Comput.](https://dblp.org/rec/journals/tmc/WuGDWXZK24) - [RF-Siamese: Approaching Accurate RFID Gesture Recognition With One Sample](https://doi.org/10.1109/TMC.2022.3217487)。[IEEE Trans. Mob. Comput.](https://dblp.org/rec/journals/tmc/MaZLLWWG24) - [SafeDRL: Dynamic Microservice Provisioning With Reliability and Latency Guarantees in Edge Environments](https://doi.org/10.1109/TC.2023.3329194)。[IEEE Trans. Computers](https://dblp.org/rec/journals/tc/ZengQGYZLT24) - [SFP: Spurious Feature-Targeted Pruning for Out-of-Distribution Generalization](https://doi.org/10.1145/3664647.3680969)。[ACM Multimedia](https://dblp.org/rec/conf/mm/WangG0L0Z24) - [Spider: Any-to-Many Multimodal LLM](https://doi.org/10.48550/ARXIV.2411.09439)。[CoRR](https://dblp.org/rec/journals/corr/abs-2411-09439) - [SR-FDIL: Synergistic Replay for Federated Domain-Incremental Learning](https://doi.org/10.1109/TPDS.2024.3436874)。[IEEE Trans. Parallel Distributed Syst.](https://dblp.org/rec/journals/tpds/LiXQWLG24) - [Time-Sensitive Scheduling Mechanism Based on End-to-End Collaborative Latency Tolerance for Low-Earth-Orbit Satellite Networks](https://doi.org/10.1109/TNSE.2023.3342938)。[IEEE Trans. Netw. Sci. Eng.](https://dblp.org/rec/journals/tnse/WangYHCXG24) - [Towards performance-maximizing neural network pruning via global channel attention](https://doi.org/10.1016/J.NEUNET.2023.11.065)。[Neural Networks](https://dblp.org/rec/journals/nn/WangGGZZYZ24) - [Towards Real-Time Inference Offloading With Distributed Edge Computing: The Framework and Algorithms](https://doi.org/10.1109/TMC.2023.3335051)。[IEEE Trans. Mob. Comput.](https://dblp.org/rec/journals/tmc/ChenGWXLCGZ24) - [Towards Safe Concept Transfer of Multi-Modal Diffusion via Causal Representation Editing](http://papers.nips.cc/paper_files/paper/2024/hash/1741917e3df34daa1a4c564e2980bb59-Abstract-Conference.html)。[NeurIPS](https://dblp.org/rec/conf/nips/DongWGWZH24) - [Tree Learning: Towards Promoting Coordination in Scalable Multi-Client Training Acceleration](https://doi.org/10.1109/TMC.2023.3259007)。[IEEE Trans. Mob. Comput.](https://dblp.org/rec/journals/tmc/GuoGWXZZCZ24) - [Trusted Sharing of Computing Power Resources: Benefit-Driven Heterogeneous Network Service Provision Mechanism](https://doi.org/10.1109/TSC.2024.3394697)。[IEEE Trans. Serv. Comput.](https://dblp.org/rec/journals/tsc/DaiGGSQ24) - [UTDNet: A unified triplet decoder network for multimodal salient object detection](https://doi.org/10.1016/J.NEUNET.2023.11.051)。[Neural Networks](https://dblp.org/rec/journals/nn/HuoLGXG24) - [VSpatial: Enabling Private and Verifiable Spatial Keyword-Based Positioning in 6G-Oriented IoT](https://doi.org/10.1109/JSAC.2024.3414605)。[IEEE J. Sel. Areas Commun.](https://dblp.org/rec/journals/jsac/ZhangZSZLZG24) - [WEATHER-5K: A Large-scale Global Station Weather Dataset Towards Comprehensive Time-series Forecasting Benchmark](https://doi.org/10.48550/ARXIV.2406.14399)。[CoRR](https://dblp.org/rec/journals/corr/abs-2406-14399) - [X-CTCANet: 3D spinal CT reconstruction directly from 2D X-ray images](https://doi.org/10.1007/S11760-024-03334-7)。[Signal Image Video Process.](https://dblp.org/rec/journals/sivp/GaoZWSYLWG24)