PPaperPicks

Yipeng Zhou

11 papers at tracked venues · 4 at CORE A* · active 2024–2025

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Venues

CIKM ×3ICDM ×2AAAI ×1ICML ×1IJCAI ×1NeurIPS ×1WACV ×1WWW ×1

Frequent coauthors

Quan Z. Sheng
×6
Lina Yao
×3
Miao Hu
×3
Di Wu
×3
Behnaz Soltani
×2
Jiahao Liu
×2
Mohsen Guizani
×2
Shaokui Gu
×1
Yongjie Yin
×1
Qingyuan Gong
×1
Fenghua Tong
×1
Qiang Duan
×1

Papers

  1. A Large-Scale Dataset of Interactions Between Weibo Users and Platform-Empowered LLM Agent
    CIKM 2025 ·
    Shaokui Gu
    ,
    Yongjie Yin
    ,
    Qingyuan Gong
    ,
    Fenghua Tong
    , Yipeng Zhou,
    Qiang Duan
    ,
    Yang Chen
  2. Beyond Parameters: Locally-Guided Knowledge Distillation for Decentralized Federated Learning
    ICDM 2025 ·
    Behnaz Soltani
    , Yipeng Zhou,
    Saqr Khalil Saeed Thabet
    ,
    Elaf Alhazmi
    ,
    Lina Yao
    ,
    Quan Z. Sheng
  3. Differentially Private Federated Low Rank Adaptation Beyond Fixed-Matrix
    NeurIPS 2025 ·
    Ming Wen
    ,
    Jiaqi Zhu
    ,
    Yuedong Xu
    , Yipeng Zhou,
    Dingding Han
  4. Federated Learning at the Forefront of Fairness: A Multifaceted Perspective
    IJCAI 2025 ·
    Noorain Mukhtiar
    ,
    Adnan Mahmood
    , Yipeng Zhou,
    Jian Yang
    ,
    Jing Teng
    ,
    Quan Z. Sheng
  5. Local Differentially Private Release of Infinite Streams With Temporal Relevance
    WWW 2025 ·
    Runze Wang
    ,
    Jiahao Liu
    ,
    Miao Hu
    , Yipeng Zhou,
    Di Wu
  6. Overcoming Heterogeneous Data in Federated Medical Vision-Language Pre-training: A Triple-Embedding Model Selector Approach
    AAAI 2025 ·
    Aowen Wang
    ,
    Zhiwang Zhang
    ,
    Dongang Wang
    ,
    Fanyi Wang
    ,
    Haotian Hu
    ,
    Jinyang Guo
    , Yipeng Zhou,
    Chaoyi Pang
    ,
    Shiting Wen
  7. PKGRec: Personal Knowledge Graph Construction and Mining for Federated Recommendation Enhancement
    CIKM 2025 ·
    Haochen Yuan
    ,
    Yang Zhang
    ,
    Quan Z. Sheng
    ,
    Lina Yao
    , Yipeng Zhou,
    Xiang He
    ,
    Zhongjie Wang
  8. Snapshot: Towards Application-Centered Models for Pedestrian Trajectory Prediction in Urban Traffic Environments
    WACV 2025 ·
    Nico Uhlemann
    , Yipeng Zhou,
    Tobias Simeon Mohr
    ,
    Markus Lienkamp
  9. DFLStar: A Decentralized Federated Learning Framework with Self-Knowledge Distillation and Participant Selection
    CIKM 2024 ·
    Behnaz Soltani
    ,
    Venus Haghighi
    , Yipeng Zhou,
    Quan Z. Sheng
    ,
    Lina Yao
  10. FGLBA: Enabling Highly-Effective and Stealthy Backdoor Attack on Federated Graph Learning
    ICDM 2024 ·
    Qing Lu
    ,
    Miao Hu
    ,
    Di Wu
    , Yipeng Zhou,
    Mohsen Guizani
    ,
    Quan Z. Sheng
  11. FedLMT: Tackling System Heterogeneity of Federated Learning via Low-Rank Model Training with Theoretical Guarantees
    ICML 2024 ·
    Jiahao Liu
    , Yipeng Zhou,
    Di Wu
    ,
    Miao Hu
    ,
    Mohsen Guizani
    ,
    Quan Z. Sheng