PPaperPicks

Zexi Li

12 papers at tracked venues · 11 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

SIGKDD ×4AAAI ×2ACM MM ×1ICCV ×1ICLR ×1ICML ×1MLSys ×1NeurIPS ×1

Frequent coauthors

Chao Wu
×6
Didi Zhu
×5
Tao Shen
×5
Nicholas D. Lane
×4
Kun Kuang
×3
Ziyu Zhao
×2
Xuwu Wang
×2
Jing Su
×2
Fei Wu
×2
Xinchi Qiu
×2
Dongqi Cai
×2
Yan Gao
×2

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. Editing as Unlearning: Are Knowledge Editing Methods Strong Baselines for Large Language Model Unlearning?
    AAAI 2026 · Zexi Li,
    Xiangzhu Wang
    ,
    William F. Shen
    ,
    Meghdad Kurmanji
    ,
    Xinchi Qiu
    ,
    Dongqi Cai
    ,
    Chao Wu
    ,
    Nicholas D. Lane
  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. Photon: Federated LLM Pre-Training
    MLSys 2025 ·
    Lorenzo Sani
    ,
    Alex Iacob
    ,
    Zeyu Cao
    ,
    Royson Lee
    ,
    Bill Marino
    ,
    Yan Gao
    ,
    Wanru Zhao
    ,
    Dongqi Cai
    , Zexi Li,
    Xinchi Qiu
    ,
    Nicholas D. Lane
  7. Text2Weight: Bridging Natural Language and Neural Network Weight Spaces
    ACM MM 2025 ·
    Bowen Tian
    ,
    Wenshuo Chen
    , Zexi Li,
    Songning Lai
    ,
    Jiemin Wu
    ,
    Yutao Yue
  8. You are Your Own Best Teacher: Achieving Centralized-level Performance in Federated Learning under Heterogeneous and Long-Tailed Data
    ICCV 2025 ·
    Shanshan Yan
    , Zexi Li,
    Chao Wu
    ,
    Meng Pang
    ,
    Yang Lu
    ,
    Yan Yan
    ,
    Hanzi Wang
  9. 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
  10. Neural Collapse Anchored Prompt Tuning for Generalizable Vision-Language Models
    SIGKDD 2024 ·
    Didi Zhu
    , Zexi Li,
    Min Zhang
    ,
    Junkun Yuan
    ,
    Jiashuo Liu
    ,
    Kun Kuang
    ,
    Chao Wu
  11. OpenFedLLM: Training Large Language Models on Decentralized Private Data via Federated Learning
    SIGKDD 2024 ·
    Rui Ye
    ,
    Wenhao Wang
    ,
    Jingyi Chai
    ,
    Dihan Li
    , Zexi Li,
    Yinda Xu
    ,
    Yaxin Du
    ,
    Yanfeng Wang
    ,
    Siheng Chen
  12. Scalable Geometric Fracture Assembly via Co-creation Space among Assemblers
    AAAI 2024 ·
    Ruiyuan Zhang
    ,
    Jiaxiang Liu
    , Zexi Li,
    Hao Dong
    ,
    Jie Fu
    ,
    Chao Wu