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Yixin Chen

10 papers at tracked venues · 10 at CORE A* · active 2024–2025

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Venues

ICLR ×5WWW ×2AAAI ×1CVPR ×1SIGKDD ×1

Frequent coauthors

Dacheng Tao
×7
Muhan Zhang
×3
Li Shen
×3
Fuhai Li
×2
Xikun Zhang
×2
Dongjin Song
×2
Hao Liu
×2
Jiarui Feng
×2
Lecheng Kong
×2
Heming Zhang
×1
Di Huang
×1
Shengxiang Hu
×1

Papers

  1. GraphSeqLM: A Unified Graph Language Framework for Omic Graph Learning
    WWW 2025 ·
    Heming Zhang
    ,
    Di Huang
    , Yixin Chen,
    Fuhai Li
  2. Large Language Model Meets Graph Neural Network in Knowledge Distillation
    AAAI 2025 ·
    Shengxiang Hu
    ,
    Guobing Zou
    ,
    Song Yang
    ,
    Shiyi Lin
    ,
    Yanglan Gan
    ,
    Bofeng Zhang
    , Yixin Chen
  3. Learning system dynamics without forgetting
    ICLR 2025 ·
    Xikun Zhang
    ,
    Dongjin Song
    ,
    Yushan Jiang
    , Yixin Chen,
    Dacheng Tao
  4. Graph Contrastive Learning Meets Graph Meta Learning: A Unified Method for Few-shot Node Tasks
    WWW 2024 ·
    Hao Liu
    ,
    Jiarui Feng
    ,
    Lecheng Kong
    ,
    Dacheng Tao
    , Yixin Chen,
    Muhan Zhang
  5. One For All: Towards Training One Graph Model For All Classification Tasks
    ICLR 2024 ·
    Hao Liu
    ,
    Jiarui Feng
    ,
    Lecheng Kong
    ,
    Ningyue Liang
    ,
    Dacheng Tao
    , Yixin Chen,
    Muhan Zhang
  6. Parameter-Efficient Multi-Task Model Fusion with Partial Linearization
    ICLR 2024 ·
    Anke Tang
    ,
    Li Shen
    ,
    Yong Luo
    ,
    Yibing Zhan
    ,
    Han Hu
    ,
    Bo Du
    , Yixin Chen,
    Dacheng Tao
  7. Rethinking the Power of Graph Canonization in Graph Representation Learning with Stability
    ICLR 2024 ·
    Zehao Dong
    ,
    Muhan Zhang
    ,
    Philip R. O. Payne
    ,
    Michael A. Province
    ,
    Carlos Cruchaga
    ,
    Tianyu Zhao
    ,
    Fuhai Li
    , Yixin Chen
  8. Revisiting Plasticity in Visual Reinforcement Learning: Data, Modules and Training Stages
    ICLR 2024 ·
    Guozheng Ma
    ,
    Lu Li
    ,
    Sen Zhang
    ,
    Zixuan Liu
    ,
    Zhen Wang
    , Yixin Chen,
    Li Shen
    ,
    Xueqian Wang
    ,
    Dacheng Tao
  9. Sheared Backpropagation for Fine-Tuning Foundation Models
    CVPR 2024 ·
    Zhiyuan Yu
    ,
    Li Shen
    ,
    Liang Ding
    ,
    Xinmei Tian
    , Yixin Chen,
    Dacheng Tao
  10. Topology-aware Embedding Memory for Continual Learning on Expanding Networks
    SIGKDD 2024 ·
    Xikun Zhang
    ,
    Dongjin Song
    , Yixin Chen,
    Dacheng Tao