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Long-Kai Huang

13 papers at tracked venues · 13 at CORE A* · active 2024–2025

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Venues

ICLR ×5ICML ×3NeurIPS ×3AAAI ×1SIGKDD ×1

Frequent coauthors

Ying Wei
×4
Chaohao Yuan
×3
Jianhua Yao
×3
Yu Rong
×3
Yichen Wu
×3
Geyan Ye
×2
Yikun Zhang
×2
Wei Liu
×2
Bingzhe Wu
×2
Renzhen Wang
×2
Deyu Meng
×2
Kede Ma
×2

Papers

  1. Annotation-guided Protein Design with Multi-Level Domain Alignment
    SIGKDD 2025 ·
    Chaohao Yuan
    ,
    Songyou Li
    ,
    Geyan Ye
    ,
    Yikun Zhang
    , Long-Kai Huang,
    Wenbing Huang
    ,
    Wei Liu
    ,
    Jianhua Yao
    ,
    Yu Rong
  2. Atomas: Hierarchical Adaptive Alignment on Molecule-Text for Unified Molecule Understanding and Generation
    ICLR 2025 ·
    Yikun Zhang
    ,
    Geyan Ye
    ,
    Chaohao Yuan
    ,
    Bo Han
    , Long-Kai Huang,
    Jianhua Yao
    ,
    Wei Liu
    ,
    Yu Rong
  3. IBCircuit: Towards Holistic Circuit Discovery with Information Bottleneck
    ICML 2025 ·
    Tian Bian
    ,
    Yifan Niu
    ,
    Chaohao Yuan
    ,
    Chengzhi Piao
    ,
    Bingzhe Wu
    , Long-Kai Huang,
    Yu Rong
    ,
    Tingyang Xu
    ,
    Hong Cheng
    ,
    Jia Li
  4. Model Editing for Vision Transformers
    NeurIPS 2025 ·
    Xinyi Huang
    ,
    Kangfei Zhao
    , Long-Kai Huang
  5. Parameter and Memory Efficient Pretraining via Low-rank Riemannian Optimization
    ICLR 2025 ·
    Zhanfeng Mo
    , Long-Kai Huang,
    Sinno Jialin Pan
  6. SD-LoRA: Scalable Decoupled Low-Rank Adaptation for Class Incremental Learning
    ICLR 2025 ·
    Yichen Wu
    ,
    Hongming Piao
    , Long-Kai Huang,
    Renzhen Wang
    ,
    Wanhua Li
    ,
    Hanspeter Pfister
    ,
    Deyu Meng
    ,
    Kede Ma
    ,
    Ying Wei
  7. Spurious Feature Eraser: Stabilizing Test-Time Adaptation for Vision-Language Foundation Model
    AAAI 2025 ·
    Huan Ma
    ,
    Yan Zhu
    ,
    Changqing Zhang
    ,
    Peilin Zhao
    ,
    Baoyuan Wu
    , Long-Kai Huang,
    Qinghua Hu
    ,
    Bingzhe Wu
  8. Steering Protein Language Models
    ICML 2025 · Long-Kai Huang,
    Rongyi Zhu
    ,
    Bing He
    ,
    Jianhua Yao
  9. Latent Trajectory Learning for Limited Timestamps under Distribution Shift over Time
    ICLR 2024 ·
    Qiuhao Zeng
    ,
    Changjian Shui
    , Long-Kai Huang,
    Peng Liu
    ,
    Xi Chen
    ,
    Charles Ling
    ,
    Boyu Wang
  10. Learning Where to Edit Vision Transformers
    NeurIPS 2024 ·
    Yunqiao Yang
    , Long-Kai Huang,
    Shengzhuang Chen
    ,
    Kede Ma
    ,
    Ying Wei
  11. Meta Continual Learning Revisited: Implicitly Enhancing Online Hessian Approximation via Variance Reduction
    ICLR 2024 ·
    Yichen Wu
    , Long-Kai Huang,
    Renzhen Wang
    ,
    Deyu Meng
    ,
    Ying Wei
  12. Mitigating Catastrophic Forgetting in Online Continual Learning by Modeling Previous Task Interrelations via Pareto Optimization
    ICML 2024 ·
    Yichen Wu
    ,
    Hong Wang
    ,
    Peilin Zhao
    ,
    Yefeng Zheng
    ,
    Ying Wei
    , Long-Kai Huang
  13. Towards Understanding Evolving Patterns in Sequential Data
    NeurIPS 2024 ·
    Qiuhao Zeng
    , Long-Kai Huang,
    Qi Chen
    ,
    Charles X. Ling
    ,
    Boyu Wang