# Bo LI 李波

<!-- Generated from the research-atlas data sources by scripts/knowledge/research-atlas/render.mjs. -->

Chair Professor

![Bo LI](../portraits/bli.jpg)

[官方档案](https://cse.hkust.edu.hk/admin/people/faculty/profile/bli) · [个人主页](https://cse.hkust.edu.hk/faculty/bli/) · [HTML](../../index.html#faculty-bli)

## 学术指标

| 指标 | 数值 |

| --- | ---: |

| [累计引用](https://openalex.org/A5100374360) | 17,675 |

| h-index | 67 |

| i10-index | 290 |

| 2024–2026 收录论文 | 98 |

| 在组成员 | 11 |

| 产业合作机构 | 2 |

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

- 1987 · [Tsinghua University](https://cse.hkust.edu.hk/faculty/bli/) · BEng, Computer Science

- 1989 · [Tsinghua University](https://cse.hkust.edu.hk/faculty/bli/) · MEng, Computer Science

- 1993 · [University of Massachusetts Amherst](https://cse.hkust.edu.hk/faculty/bli/) · PhD, Electrical and Computer Engineering

### 任职与研究经历

- [HKUST CSE](https://cse.hkust.edu.hk/faculty/bli/) · Chair Professor

## 研究方向

### [Large-scale internet content distribution](https://cse.hkust.edu.hk/admin/people/faculty/profile/bli)

### [Peer-to-peer systems](https://cse.hkust.edu.hk/admin/people/faculty/profile/bli)

### [Internet topology](https://cse.hkust.edu.hk/admin/people/faculty/profile/bli)

### [Cloud computing](https://cse.hkust.edu.hk/admin/people/faculty/profile/bli)

### [Green computing](https://cse.hkust.edu.hk/admin/people/faculty/profile/bli)

### [Federated learning security](https://cse.hkust.edu.hk/~weiwa/papers/lotto-security24.pdf)

近期 Lotto 工作研究联邦学习中安全、公平的客户端选择。

### [Differential privacy learning theory](https://cse.hkust.edu.hk/~weiwa/papers/ye-colt25.pdf)

近期论文研究 pure-private agnostic learning 与 realizable-to-agnostic transformation。

从 Coolstreaming、P2P 与内容分发延伸到数据中心、云、网络控制及学习优化；近年与 Wei Wang、Peng Ye 的工作包含 federated learning 安全与 private learning 样本复杂度。

### 网络系统主线与隐私理论合作并行

历史 biography 与近年共同作者论文支持两类方向；三篇原文体现威胁模型与可证明保证。

## 实验室与成员

[](https://cse.hkust.edu.hk/faculty/bli/)

HKUST Department of Computer Science and Engineering

Clear Water Bay, Hong Kong

Large-scale internet content distribution,Peer-to-peer systems,Internet topology,Cloud computing,Green computing,Federated learning security,Differential privacy learning theory

### 在组成员（11）

| 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 |

| --- | --- | --- | --- | --- |

| [Jiayu An](https://facultyprofiles.hkust.edu.hk/profiles.php?profile=bo-li-bli) | PhD；Computer Science and Engineering | | | — |

| [Zichen Tang](https://facultyprofiles.hkust.edu.hk/profiles.php?profile=bo-li-bli) | PhD；Computer Science and Engineering | | | — |

| [Chaokun Chang](https://facultyprofiles.hkust.edu.hk/profiles.php?profile=bo-li-bli) | PhD；Computer Science and Engineering | | 共同指导； | — |

| [Zheng Chen](https://facultyprofiles.hkust.edu.hk/profiles.php?profile=bo-li-bli) | PhD；Computer Science and Engineering | | | — |

| [Tong Li](https://facultyprofiles.hkust.edu.hk/profiles.php?profile=bo-li-bli) | PhD；Computer Science and Engineering | | | — |

| [Ruizhe Shao](https://facultyprofiles.hkust.edu.hk/profiles.php?profile=bo-li-bli) | PhD；Computer Science and Engineering | | | — |

| [Boran Sun](https://facultyprofiles.hkust.edu.hk/profiles.php?profile=bo-li-bli) | PhD；Computer Science and Engineering | | | — |

| [Jieling Yu](https://facultyprofiles.hkust.edu.hk/profiles.php?profile=bo-li-bli) | PhD；Computer Science and Engineering | | | — |

| [Yuanyuan Huang](https://facultyprofiles.hkust.edu.hk/profiles.php?profile=bo-li-bli) | MPhil；Computer Science and Engineering | | | — |

| [Hanzhi You](https://facultyprofiles.hkust.edu.hk/profiles.php?profile=bo-li-bli) | MPhil；Computer Science and Engineering | | | — |

| [Yixin Yang](https://facultyprofiles.hkust.edu.hk/profiles.php?profile=bo-li-bli) | MPhil；Computer Science and Engineering | | | — |

### 校友与去向（6）

| 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 |

| --- | --- | --- | --- | --- |

| [Yue Deng](https://facultyprofiles.hkust.edu.hk/profiles.php?profile=bo-li-bli) | PhD；2026；Computer Science and Engineering | | | — |

| [Peng Ye](https://facultyprofiles.hkust.edu.hk/profiles.php?profile=bo-li-bli) | PhD；2026；Computer Science and Engineering | | | — |

| [Changyang He](https://facultyprofiles.hkust.edu.hk/profiles.php?profile=bo-li-bli) | PhD；2024；Computer Science and Engineering | | | — |

| [Lin Zhang](https://facultyprofiles.hkust.edu.hk/profiles.php?profile=bo-li-bli) | PhD；2023；Computer Science and Engineering | | | — |

| [Tianyi Zhang](https://facultyprofiles.hkust.edu.hk/profiles.php?profile=bo-li-bli) | MPhil；2026；Computer Science and Engineering | | | — |

| [Zihan Li](https://facultyprofiles.hkust.edu.hk/profiles.php?profile=bo-li-bli) | MPhil；2024；Computer Science and Engineering | | 共同指导； | — |

## 业界合作

学校项目记录列有企业资助的研究项目。

- **[Innovation and Technology Fund, Qianxin International Co. Limited](https://facultyprofiles.hkust.edu.hk/profiles.php?profile=bo-li-bli) · 资助研究项目**。参与项目 AC-Xray: A Platform for Dependability Assessment of Large Language Models in Industrial Sectors（2026 -）

- **[Alibaba (China) Co., Ltd](https://facultyprofiles.hkust.edu.hk/profiles.php?profile=bo-li-bli) · 资助研究项目**。牵头项目 HKUST-Alibaba Joint Lab on Big Data and AI（2024 -）

## 学术贡献与服务

资深网络研究者，历史核心贡献为 Internet content distribution。

- [个人主页 biography 记录 IEEE Fellow、2011 国家自然科学二等奖；Coolstreaming 获 IEEE INFOCOM 2015 Test-of-Time。](https://cse.hkust.edu.hk/faculty/bli/)

## 论文分析

### 2024 · [Lotto: Secure Participant Selection against Adversarial Servers in Federated Learning](https://cse.hkust.edu.hk/~weiwa/papers/lotto-security24.pdf)

USENIX Security

- **问题**：恶意 FL server 可通过选择 compromised clients 破坏 honest-majority 假设。

- **方法**：客户端可验证随机参与；对 informed selection 使用细化池内随机选择。

- **结果**：理论约束 compromised 比例，实验 time-to-accuracy 接近不安全选择。

- **实验条件**：安全性依赖总体 dishonest 基率与协议假设。

- **研究线**：分布式系统的选择层成为安全机制。

阅读：Abstract；Introduction（开头）；Conclusion（开头）。

### 2024 · [Improved Bounds for Pure Private Agnostic Learning: Item-Level and User-Level Privacy](https://cse.hkust.edu.hk/~weiwa/papers/ye-icml24.pdf)

ICML

- **问题**：pure-DP agnostic learning 的样本/用户复杂度仍有缺口。

- **方法**：对任意概念类与 threshold 分别构造 learner。

- **结果**：item-level 达 polylog 因子内最优；user-level 上界改进，threshold 近紧。

- **实验条件**：一般 user-level 概念类仍有上下界差距；不同用户样本量留作后续。

- **研究线**：持续 private learning 理论合作。

阅读：Abstract；Introduction（开头）；Conclusion（开头）。

### 2025 · [Private Realizable-to-Agnostic Transformation with Near-Optimal Sample Complexity](https://cse.hkust.edu.hk/~weiwa/papers/ye-colt25.pdf)

COLT

- **问题**：通用 private learner 转换在任意 ε 下多出 1/ε 样本代价。

- **方法**：改进 realizable-to-agnostic 构造。

- **结果**：额外复杂度约为 VC(C)/α²，消除该项 ε 依赖，并推进 private prediction。

- **实验条件**：渐近界含 polylog 项与给定 DP/learning 假设。

- **研究线**：接续 2024 private agnostic learning。

阅读：Abstract；Introduction（开头）。

## 2024–2026 论文目录

### 2026

- ["What If My Face Gets Scanned Without Consent": Older Adults' Experiences with Biometric Payment](https://doi.org/10.1145/3772318.3791562)。[CHI](https://dblp.org/rec/conf/chi/DengHLZ26)

- ["What If My Face Gets Scanned Without Consent": Understanding Older Adults' Experiences with Biometric Payment](https://doi.org/10.48550/ARXIV.2601.12300)。[CoRR](https://dblp.org/rec/journals/corr/abs-2601-12300)

- [A Structural Knowledge Enhanced Re-ranking method with large language models for temporal knowledge graph prediction](https://doi.org/10.1016/J.PATCOG.2026.113834)。[Pattern Recognit.](https://dblp.org/rec/journals/pr/LiSHO26)

- [A Trust-Network-Based Federated Learning Framework for Multi-Center Aging Clock Prediction](https://doi.org/10.48550/ARXIV.2609.10108)。[CoRR](https://dblp.org/rec/journals/corr/abs-2609-10108)

- [Are Dilemmas and Conflicts in LLM Alignment Solvable? A View from Priority Graph](https://doi.org/10.48550/ARXIV.2603.15527)。[CoRR](https://dblp.org/rec/journals/corr/abs-2603-15527)

- [Clearing MCP Navigation Fog with Economics-Aware Hierarchical Tool Routing](https://doi.org/10.1109/2575-8411.2026.00029)。[ICDCS](https://dblp.org/rec/conf/icdcs/YuTZLL26)

- [Collaborative Perception and Computing Offloading in 6G Air-Ground Integrated Networks](https://doi.org/10.1109/JSAC.2025.3645021)。[IEEE J. Sel. Areas Commun.](https://dblp.org/rec/journals/jsac/JiangGXYLL26)

- [CoT-Core: Accelerating LLM Evaluation via CoT-Aware Coreset Selection](https://doi.org/10.48550/ARXIV.2608.00014)。[CoRR](https://dblp.org/rec/journals/corr/abs-2608-00014)

- [Dissecting Outlier Dynamics in LLM NVFP4 Pretraining](https://doi.org/10.48550/ARXIV.2602.02047)。[CoRR](https://dblp.org/rec/journals/corr/abs-2602-02047)

- [Efficient Mixture-of-Experts Training With Pipelining Optimization](https://doi.org/10.1109/TC.2026.3702749)。[IEEE Trans. Computers](https://dblp.org/rec/journals/tc/WangLZSZL26)

- [Experiencer, Helper, or Observer: Online Fraud Intervention for Older Adults Through a Role-based Simulation Approach](https://doi.org/10.1145/3772318.3791003)。[CHI](https://dblp.org/rec/conf/chi/DengCLLZ26)

- [From LLM Inference to Agentic Workloads: Characterization and Implications for Serving Systems](https://doi.org/10.48550/ARXIV.2608.15127)。[CoRR](https://dblp.org/rec/journals/corr/abs-2608-15127)

- [Furion: Efficient and Atomic Cross-Blockchain Transactions Through Multi-Future Exploration](https://doi.org/10.1109/TKDE.2026.3684675)。[IEEE Trans. Knowl. Data Eng.](https://dblp.org/rec/journals/tkde/ChengZXZDJL26)

- [Ghost in the Cloud: Your Geo-Distributed Large Language Models Training is Easily Manipulated](https://proceedings.iclr.cc/paper_files/paper/2026/hash/2bdc2267c3d7d01523e2e17ac0a754f3-Abstract-Conference.html)。[ICLR](https://dblp.org/rec/conf/iclr/TangTPLHLCL26)

- [Heterogeneous Federated Learning Frameworks for Balancing Job Completion Time and Model Accuracy](https://doi.org/10.1109/TON.2025.3603254)。[IEEE Trans. Netw.](https://dblp.org/rec/journals/ton/WangZYLL26)

- [Hyperion: Low-Latency Ultra-HD Video Analytics via Collaborative Vision Transformer Inference](https://doi.org/10.1109/INFOCOM59046.2026.11571253)。[INFOCOM](https://dblp.org/rec/conf/infocom/JiangZYL26)

- [Intelligent Frameworks for Minimizing Job Completion Time in Clustered Federated Learning](https://doi.org/10.1109/TON.2025.3600674)。[IEEE Trans. Netw.](https://dblp.org/rec/journals/ton/YuZLW26)

- [Is Your LLM-as-a-Recommender Agent Trustable? LLMs' Recommendation is Easily Hacked by Biases (Preferences)](https://doi.org/10.48550/ARXIV.2603.17417)。[CoRR](https://dblp.org/rec/journals/corr/abs-2603-17417)

- [IVA: Proactive Bitrate Orchestration for Multiparty Video Conferencing via Conversational Intent](https://doi.org/10.1145/3798065.3798068)。[NOSSDAV](https://dblp.org/rec/conf/nossdav/PanLZNLLL26)

- [Mitigating Server-Side Communication Bottlenecks in Distributed Learning With Round-Robin Participant Coordination](https://doi.org/10.1109/TON.2025.3644644)。[IEEE Trans. Netw.](https://dblp.org/rec/journals/ton/ZhangCGWLG26)

- [On the Spectral Flattening of Quantized Embeddings](https://doi.org/10.48550/ARXIV.2602.00969)。[CoRR](https://dblp.org/rec/journals/corr/abs-2602-00969)

- [Position: LLM Inference Should Be Evaluated as Energy-to-Token Production](https://doi.org/10.48550/ARXIV.2605.11733)。[CoRR](https://dblp.org/rec/journals/corr/abs-2605-11733)

- [Probing the Plasticity and Correlation of LLM Value Systems: LLM Value Rankings are Not Stable](https://doi.org/10.18653/V1/2026.FINDINGS-ACL.1715)。[ACL (Findings)](https://dblp.org/rec/conf/acl/TangPSLWLC26)

- [ProtoGenesis: Prototype Training with Zero Local Samples for Heterogeneous Clients in Fully Decentralized Federated Systems](https://doi.org/10.1109/2575-8411.2026.00089)。[ICDCS](https://dblp.org/rec/conf/icdcs/WangCDYTZL26)

- [Pulse: Training Acceleration for Large Diffusion Models with Automatic Pipeline Parallelism](https://doi.org/10.1109/2575-8411.2026.00041)。[ICDCS](https://dblp.org/rec/conf/icdcs/SunJZCTCYCGLL26)

- [PVGCL: Graph Contrastive Learning with Purified View Modeling for Spurious Link Detection](https://doi.org/10.1007/978-981-92-0366-6_4)。[DASFAA (2)](https://dblp.org/rec/conf/dasfaa/XueHYWLW26)

- [Reliability-Aware Placement of Virtual Network Functions via Multi-Agent Deep Reinforcement Learning](https://doi.org/10.1109/TON.2025.3631076)。[IEEE Trans. Netw.](https://dblp.org/rec/journals/ton/HuangTYLMW26)

- [State of the Union: Toward Reproducible Performance Evaluations in Federated Learning](https://doi.org/10.1109/TKDE.2026.3697810)。[IEEE Trans. Knowl. Data Eng.](https://dblp.org/rec/journals/tkde/SuLL26)

- [TEAR: Table Extraction with Attribute Recommendation from Texts via Large Language Models](https://doi.org/10.48550/ARXIV.2609.15205)。[CoRR](https://dblp.org/rec/journals/corr/abs-2609-15205)

### 2025

- ["Auntie, Please Don't Fall for Those Smooth Talkers": How Chinese Younger Family Members Safeguard Seniors from Online Fraud](https://doi.org/10.1145/3706598.3714137)。[CHI](https://dblp.org/rec/conf/chi/0003HZ025)

- [Can Compressed LLMs Truly Act? An Empirical Evaluation of Agentic Capabilities in LLM Compression](https://proceedings.mlr.press/v267/dong25k.html)。[ICML](https://dblp.org/rec/conf/icml/DongT000025)

- [Can LLMs Maintain Fundamental Abilities under KV Cache Compression?](https://doi.org/10.48550/ARXIV.2502.01941)。[CoRR](https://dblp.org/rec/journals/corr/abs-2502-01941)

- [ChunkKV: Semantic-Preserving KV Cache Compression for Efficient Long-Context LLM Inference](http://papers.nips.cc/paper_files/paper/2025/hash/2987f911151b39cd3a1761e212319e8e-Abstract-Conference.html)。[NeurIPS](https://dblp.org/rec/conf/nips/LiuTDLLLHC25)

- [Collaborative Edge Intelligence for Autonomous Vehicles: Opportunities and Challenges](https://doi.org/10.1109/MNET.2024.3520166)。[IEEE Netw.](https://dblp.org/rec/journals/network/BaiCZL25)

- [Deadline-Aware Online Job Scheduling for Distributed Training in Heterogeneous Clusters](https://doi.org/10.1109/TCC.2025.3548604)。[IEEE Trans. Cloud Comput.](https://dblp.org/rec/journals/tcc/ZhangLSYL25)

- [Developing a Fair Online Recruitment Framework Based on Job-seekers' Fairness Concerns](https://doi.org/10.48550/ARXIV.2501.14110)。[CoRR](https://dblp.org/rec/journals/corr/abs-2501-14110)

- [Distributed and Parallel Blockchain: Towards a Multi-Chain System With Enhanced Security](https://doi.org/10.1109/TDSC.2024.3417531)。[IEEE Trans. Dependable Secur. Comput.](https://dblp.org/rec/journals/tdsc/LiuCPL25)

- [DreamDDP: Accelerating Data Parallel Distributed LLM Training with Layer-wise Scheduled Partial Synchronization](https://doi.org/10.48550/ARXIV.2502.11058)。[CoRR](https://dblp.org/rec/journals/corr/abs-2502-11058)

- [DynPipe: Toward Dynamic End-to-End Pipeline Parallelism for Interference-Aware DNN Training](https://doi.org/10.1109/TPDS.2025.3605491)。[IEEE Trans. Parallel Distributed Syst.](https://dblp.org/rec/journals/tpds/YuanWNTLSLLJ25)

- [Efficient and Intelligent Multijob Federated Learning in Wireless Networks](https://doi.org/10.1109/JIOT.2024.3502403)。[IEEE Internet Things J.](https://dblp.org/rec/journals/iotj/WangWZL25)

- [EmbedX: Embedding-Based Cross-Trigger Backdoor Attack Against Large Language Models](https://www.usenix.org/conference/usenixsecurity25/presentation/yan-nan)。[USENIX Security Symposium](https://dblp.org/rec/conf/uss/0001L000025)

- [Feature Reconstruction Attacks and Countermeasures of DNN Training in Vertical Federated Learning](https://doi.org/10.1109/TDSC.2024.3521451)。[IEEE Trans. Dependable Secur. Comput.](https://dblp.org/rec/journals/tdsc/YeJWLL25)

- [FedPHE: A Secure and Efficient Federated Learning via Packed Homomorphic Encryption](https://doi.org/10.1109/TDSC.2025.3567301)。[IEEE Trans. Dependable Secur. Comput.](https://dblp.org/rec/journals/tdsc/LiYCWHHWL25)

- [FedSU: Communication-efficient Federated Learning with Speculative Updating](https://doi.org/10.1109/ICDCS63083.2025.00047)。[ICDCS](https://dblp.org/rec/conf/icdcs/Yu0LZS0G25)

- [FlexIM: Efficient and Verifiable Index Management in Blockchain](https://doi.org/10.1109/TKDE.2025.3546997)。[IEEE Trans. Knowl. Data Eng.](https://dblp.org/rec/journals/tkde/LiLZXXLJ25)

- [FSMoE: A Flexible and Scalable Training System for Sparse Mixture-of-Experts Models](https://doi.org/10.1145/3669940.3707272)。[ASPLOS (1)](https://dblp.org/rec/conf/asplos/PanLZSTWL025)

- [Guest Editorial: Special Issue on Trustworthy Federated Learning](https://doi.org/10.1109/TNNLS.2024.3490192)。[IEEE Trans. Neural Networks Learn. Syst.](https://dblp.org/rec/journals/tnn/YangYTLLJFLZ25)

- [IPAD: Inverse Prompt for AI Detection - A Robust and Explainable LLM-Generated Text Detector](https://doi.org/10.48550/ARXIV.2502.15902)。[CoRR](https://dblp.org/rec/journals/corr/abs-2502-15902)

- [IPAD: Inverse Prompt for AI Detection - A Robust and Interpretable LLM-Generated Text Detector](http://papers.nips.cc/paper_files/paper/2025/hash/f4d6932b6b9eec9b9d595e2847d095c1-Abstract-Conference.html)。[NeurIPS](https://dblp.org/rec/conf/nips/ChenFDHDPLL25)

- [Janus: Collaborative Vision Transformer Under Dynamic Network Environment](https://doi.org/10.1109/INFOCOM55648.2025.11044626)。[INFOCOM](https://dblp.org/rec/conf/infocom/JiangFZL25)

- [Mast: Efficient Training of Mixture-of-Experts Transformers with Task Pipelining and Ordering](https://doi.org/10.1109/ICDCS63083.2025.00061)。[ICDCS](https://dblp.org/rec/conf/icdcs/LinPS00025)

- [Mediator: Memory-efficient LLM Merging with Less Parameter Conflicts and Uncertainty Based Routing](https://doi.org/10.48550/ARXIV.2502.04411)。[CoRR](https://dblp.org/rec/journals/corr/abs-2502-04411)

- [PopFetcher: Towards Accelerated Mixture-of-Experts Training Via Popularity Based Expert-Wise Prefetch](https://www.usenix.org/conference/atc25/presentation/zhang-junyi)。[USENIX ATC](https://dblp.org/rec/conf/usenix/ZhangMWNL0L0025)

- [PRISAM: Efficient Personalization via BN Masks in Heterogeneous Decentralized Federated Learning](https://doi.org/10.1109/ICDCS63083.2025.00083)。[ICDCS](https://dblp.org/rec/conf/icdcs/ChangWYLLZ025)

- [Private Realizable-to-Agnostic Transformation with Near-Optimal Sample Complexity](https://proceedings.mlr.press/v291/li25e.html)。COLT

- [RA-NeRF: Robust Neural Radiance Field Reconstruction with Accurate Camera Pose Estimation under Complex Trajectories](https://doi.org/10.1109/IROS60139.2025.11246397)。[IROS](https://dblp.org/rec/conf/iros/YanWZCLCD25)

- [RIVA: Communication-Efficient Streaming Control for Real-Time Industrial Video Analytics](https://doi.org/10.1109/JSAC.2025.3574591)。[IEEE J. Sel. Areas Commun.](https://dblp.org/rec/journals/jsac/LiZMKL25)

- [RoPe-Door: Toward Robust and Persistent Backdoor Data Poisoning Attacks in Federated Learning](https://doi.org/10.1109/MNET.2024.3486228)。[IEEE Netw.](https://dblp.org/rec/journals/network/LiuCLSL25)

- [RouteMark: A Fingerprint for Intellectual Property Attribution in Routing-based Model Merging](https://doi.org/10.48550/ARXIV.2508.01784)。[CoRR](https://dblp.org/rec/journals/corr/abs-2508-01784)

- [Runtime-Aware Pipeline for Vertical Federated Learning with Bounded Model Staleness](https://doi.org/10.1145/3690624.3709243)。[KDD (1)](https://dblp.org/rec/conf/kdd/WangZCLML025)

- [Service-Aware Computation Offloading for Parallel Tasks in VEC Networks](https://doi.org/10.1109/JIOT.2024.3476476)。[IEEE Internet Things J.](https://dblp.org/rec/journals/iotj/YangYDXJZL25)

- [SP-MoE: Expediting Mixture-of-Experts Training with Optimized Pipelining Planning](https://doi.org/10.1109/INFOCOM55648.2025.11044508)。[INFOCOM](https://dblp.org/rec/conf/infocom/WangLZSZ025)

- [SphereFusion: Efficient Panorama Depth Estimation via Gated Fusion](https://doi.org/10.1109/3DV66043.2025.00084)。[3DV](https://dblp.org/rec/conf/3dim/YanWZCLCD25)

- [The Lottery LLM Hypothesis, Rethinking What Abilities Should LLM Compression Preserve?](https://doi.org/10.48550/ARXIV.2502.17535)。[CoRR](https://dblp.org/rec/journals/corr/abs-2502-17535)

### 2024

- [A Class of Digital Integrators Based on Trigonometric Quadrature Rules](https://doi.org/10.1109/TIE.2023.3290247)。[IEEE Trans. Ind. Electron.](https://dblp.org/rec/journals/tie/AliXJL24)

- [A Verifiable and Privacy-Preserving Federated Learning Training Framework](https://doi.org/10.1109/TDSC.2024.3369658)。[IEEE Trans. Dependable Secur. Comput.](https://dblp.org/rec/journals/tdsc/DuanPXHL24)

- [BeamCount: Indoor Crowd Counting Using Wi-Fi Beamforming Feedback Information](https://doi.org/10.1145/3641512.3686361)。[MobiHoc](https://dblp.org/rec/conf/mobihoc/Chen0XHWLXL24)

- [Blade: Pushing the Performance Envelope of Asynchronous Federated Learning](https://doi.org/10.1109/IWQOS61813.2024.10682956)。[IWQoS](https://dblp.org/rec/conf/iwqos/YingLL24)

- [CF-NeRF: Camera Parameter Free Neural Radiance Fields with Incremental Learning](https://doi.org/10.1609/AAAI.V38I6.28464)。[AAAI](https://dblp.org/rec/conf/aaai/YanWZCLCD24)

- [Contextual Client Selection for Efficient Federated Learning Over Edge Devices](https://doi.org/10.1109/TMC.2023.3323645)。[IEEE Trans. Mob. Comput.](https://dblp.org/rec/journals/tmc/PanCZLL24)

- [DepthCloak: Projecting Optical Camouflage Patches for Erroneous Monocular Depth Estimation of Vehicles](https://doi.org/10.1145/3664647.3681474)。[ACM Multimedia](https://dblp.org/rec/conf/mm/WenYCXZZ024)

- [Engage Wider Audience or Facilitate Quality Answers? a Mixed-methods Analysis of Questioning Strategies for Research Sensemaking on a Community Q&A Site](https://doi.org/10.1145/3637327)。[Proc. ACM Hum. Comput. Interact.](https://dblp.org/rec/journals/pacmhci/HeDHGZLL24)

- [FairFed: Improving Fairness and Efficiency of Contribution Evaluation in Federated Learning via Cooperative Shapley Value](https://doi.org/10.1109/INFOCOM52122.2024.10621438)。[INFOCOM](https://dblp.org/rec/conf/infocom/LiuCLLW24)

- [Federated Unlearning and Its Privacy Threats](https://doi.org/10.1109/MNET.004.2300056)。[IEEE Netw.](https://dblp.org/rec/journals/network/WangLL24)

- [FusionLLM: A Decentralized LLM Training System on Geo-distributed GPUs with Adaptive Compression](https://doi.org/10.48550/ARXIV.2410.12707)。[CoRR](https://dblp.org/rec/journals/corr/abs-2410-12707)

- [Graph Diffusion-Based Representation Learning for Sequential Recommendation](https://doi.org/10.1109/TKDE.2024.3477621)。[IEEE Trans. Knowl. Data Eng.](https://dblp.org/rec/journals/tkde/WangZWZLYT24)

- [HALO: HVAC Load Forecasting With Industrial IoT and Local-Global-Scale Transformer](https://doi.org/10.1109/JIOT.2024.3401236)。[IEEE Internet Things J.](https://dblp.org/rec/journals/iotj/PanZNLL24)

- [Images Connect Us Together: Navigating a COVID-19 Local Outbreak in China Through Social Media Images](https://doi.org/10.1145/3637349)。[Proc. ACM Hum. Comput. Interact.](https://dblp.org/rec/journals/pacmhci/HeHYL24)

- [Improved Bounds for Pure Private Agnostic Learning: Item-Level and User-Level Privacy](https://proceedings.mlr.press/v235/li24bq.html)。[ICML](https://dblp.org/rec/conf/icml/00010Y24)

- [Lotto: Secure Participant Selection against Adversarial Servers in Federated Learning](https://www.usenix.org/conference/usenixsecurity24/presentation/jiang-zhifeng)。[USENIX Security Symposium](https://dblp.org/rec/conf/uss/JiangYH0C024)

- [MAUTH: Continuous User Authentication Based on Subtle Intrinsic Muscular Tremors](https://doi.org/10.1109/TMC.2023.3243687)。[IEEE Trans. Mob. Comput.](https://dblp.org/rec/journals/tmc/JiangZCL24)

- [MorphDAG: A Workload-Aware Elastic DAG-Based Blockchain](https://doi.org/10.1109/TKDE.2024.3382743)。[IEEE Trans. Knowl. Data Eng.](https://dblp.org/rec/journals/tkde/ZhangXWCLWJ24)

- [Multi-Level Personalized Federated Learning on Heterogeneous and Long-Tailed Data](https://doi.org/10.1109/TMC.2024.3409159)。[IEEE Trans. Mob. Comput.](https://dblp.org/rec/journals/tmc/ZhangCWWL24)

- [On Atomicity and Confidentiality Across Blockchains Under Failures](https://doi.org/10.1109/TKDE.2023.3255842)。[IEEE Trans. Knowl. Data Eng.](https://dblp.org/rec/journals/tkde/TaoLL24)

- [Parm: Efficient Training of Large Sparsely-Activated Models with Dedicated Schedules](https://doi.org/10.1109/INFOCOM52122.2024.10621327)。[INFOCOM](https://dblp.org/rec/conf/infocom/PanLS0S024)

- [Persuasion or Insulting? Unpacking Discursive Strategies of Gender Debate in Everyday Feminism in China](https://doi.org/10.1145/3613904.3642194)。[CHI](https://dblp.org/rec/conf/chi/DengCHLL24)

- [SatFlow: Scalable Network Planning for LEO Mega-Constellations](https://doi.org/10.1109/ICNP61940.2024.10858566)。[ICNP](https://dblp.org/rec/conf/icnp/CenP0L24)

- [ScheMoE: An Extensible Mixture-of-Experts Distributed Training System with Tasks Scheduling](https://doi.org/10.1145/3627703.3650083)。[EuroSys](https://dblp.org/rec/conf/eurosys/ShiPWLRHYLC24)

- [Seer: Accelerating Blockchain Transaction Execution by Fine-Grained Branch Prediction](https://www.vldb.org/pvldb/vol18/p822-xiao.pdf)。[Proc. VLDB Endow.](https://dblp.org/rec/journals/pvldb/ZhangCLXJL24)

- [SharDAG: Scaling DAG-Based Blockchains Via Adaptive Sharding](https://doi.org/10.1109/ICDE60146.2024.00165)。[ICDE](https://dblp.org/rec/conf/icde/ChengXLZZ0L024)

- [Sparse Gradient Communication with AlltoAll for Accelerating Distributed Deep Learning](https://doi.org/10.1145/3673038.3673140)。[ICPP](https://dblp.org/rec/conf/icpp/PengLS024)

- [SrcMarker: Dual-Channel Source Code Watermarking via Scalable Code Transformations](https://doi.org/10.1109/SP54263.2024.00097)。[SP](https://dblp.org/rec/conf/sp/YangLXL24)

- [Synchronize Only the Immature Parameters: Communication-Efficient Federated Learning By Freezing Parameters Adaptively](https://doi.org/10.1109/TPDS.2023.3241965)。[IEEE Trans. Parallel Distributed Syst.](https://dblp.org/rec/journals/tpds/ChenXWLLCZ24)

- [The Limits of Differential Privacy in Online Learning](http://papers.nips.cc/paper_files/paper/2024/hash/77fa8253adfc8b33209639f3e9985741-Abstract-Conference.html)。[NeurIPS](https://dblp.org/rec/conf/nips/00010Y24)

- [Titanic: Towards Production Federated Learning with Large Language Models](https://doi.org/10.1109/INFOCOM52122.2024.10621164)。[INFOCOM](https://dblp.org/rec/conf/infocom/SuHLL24)

- [Toward Quality-Aware Data Valuation in Learning Algorithms: Practices, Challenges, and Beyond](https://doi.org/10.1109/MNET.2023.3336959)。[IEEE Netw.](https://dblp.org/rec/journals/network/XuCCWL24)

- [Understanding Emotional Disclosure via Diary-keeping in Quarantine on Social Media](https://doi.org/10.48550/ARXIV.2401.07230)。[CoRR](https://dblp.org/rec/journals/corr/abs-2401-07230)

- [WiShield: Privacy Against Wi-Fi Human Tracking](https://doi.org/10.1109/JSAC.2024.3414597)。[IEEE J. Sel. Areas Commun.](https://dblp.org/rec/journals/jsac/HuJCZXLLL24)
