PPaperPicks

Tao Shen

7 papers at tracked venues · 7 at CORE A* · active 2024–2026

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Venues

ICLR ×2SIGKDD ×2AAAI ×1ICML ×1NeurIPS ×1

Frequent coauthors

Didi Zhu
×5
Zexi Li
×5
Ziyu Zhao
×3
Kun Kuang
×3
Fei Wu
×3
Chao Wu
×3
Jinluan Yang
×2
Xuwu Wang
×2
Jing Su
×2
Nicholas D. Lane
×2
Yixiao Zhou
×1
Xin Yu
×1

Papers

  1. Each Rank Could be an Expert: Single-Ranked Mixture of Experts LoRA for Multi-task Learning
    SIGKDD 2026 ·
    Ziyu Zhao
    ,
    Yixiao Zhou
    ,
    Xin Yu
    ,
    Zhi Zhang
    ,
    Didi Zhu
    , Tao Shen,
    Zexi Li
    ,
    Jinluan Yang
    ,
    Xuwu Wang
    ,
    Jing Su
    ,
    Kun Kuang
    ,
    Zhongyu Wei
    ,
    Fei Wu
    ,
    Yu Cheng
  2. FedCFA: Alleviating Simpson's Paradox in Model Aggregation with Counterfactual Federated Learning
    AAAI 2025 ·
    Zhonghua Jiang
    ,
    Jimin Xu
    ,
    Shengyu Zhang
    , Tao Shen,
    Jiwei Li
    ,
    Kun Kuang
    ,
    Haibin Cai
    ,
    Fei Wu
  3. FedGuCci: Making Local Models More Connected in Landscape for Federated Learning
    SIGKDD 2025 ·
    Zexi Li
    ,
    Jie Lin
    ,
    Zhiqi Li
    ,
    Didi Zhu
    , Tao Shen,
    Tao Lin
    ,
    Chao Wu
    ,
    Nicholas D. Lane
  4. FlowerTune: A Cross-Domain Benchmark for Federated Fine-Tuning of Large Language Models
    NeurIPS 2025 ·
    Yan Gao
    ,
    Massimo Roberto Scamarcia
    ,
    Javier Fernández-Marqués
    ,
    Mohammad Naseri
    ,
    Chong Shen Ng
    ,
    Dimitris Stripelis
    ,
    Zexi Li
    , Tao Shen,
    Jiamu Bai
    ,
    Daoyuan Chen
    ,
    Zikai Zhang
    ,
    Rui Hu
    ,
    Inseo Song
    ,
    KangYoon Lee
    ,
    Hong Jia
    ,
    Ting Dang
    ,
    Junyan Wang
    ,
    Zheyuan Liu
    ,
    Daniel J. Beutel
    ,
    Lingjuan Lyu
    ,
    Nicholas D. Lane
  5. Merging LoRAs like Playing LEGO: Pushing the Modularity of LoRA to Extremes Through Rank-Wise Clustering
    ICLR 2025 ·
    Ziyu Zhao
    , Tao Shen,
    Didi Zhu
    ,
    Zexi Li
    ,
    Jing Su
    ,
    Xuwu Wang
    ,
    Fei Wu
  6. REMEDY: Recipe Merging Dynamics in Large Vision-Language Models
    ICLR 2025 ·
    Didi Zhu
    ,
    Yibing Song
    , Tao Shen,
    Ziyu Zhao
    ,
    Jinluan Yang
    ,
    Min Zhang
    ,
    Chao Wu
  7. Model Tailor: Mitigating Catastrophic Forgetting in Multi-modal Large Language Models
    ICML 2024 ·
    Didi Zhu
    ,
    Zhongyi Sun
    ,
    Zexi Li
    , Tao Shen,
    Ke Yan
    ,
    Shouhong Ding
    ,
    Chao Wu
    ,
    Kun Kuang