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Sinno Jialin Pan

15 papers at tracked venues · 13 at CORE A* · active 2024–2026

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Venues

ICLR ×4NeurIPS ×3ACL ×2ICML ×2AAAI ×1ICRA ×1NAACL ×1WWW ×1

Frequent coauthors

Zhanfeng Mo
×4
Jianda Chen
×3
Hui-Ling Zhen
×2
Wulong Liu
×2
Mingxuan Yuan
×2
Haosen Shi
×2
Tianze Luo
×2
Wen Zheng Terence Ng
×2
Tianwei Zhang
×2
Yue Deng
×2
Wenxuan Zhang
×2
Lidong Bing
×2

Papers

  1. Analytical FFN-to-MoE Restructuring via Activation Pattern Analysis
    ACL 2026 ·
    Zehua Pei
    ,
    Hui-Ling Zhen
    ,
    Lancheng Zou
    ,
    Xianzhi Yu
    ,
    Wulong Liu
    , Sinno Jialin Pan,
    Mingxuan Yuan
    ,
    Bei Yu
  2. Beyond Self-Interest: How Group Strategies Reshape Content Creation in Recommendation Platforms?
    ICML 2025 ·
    Yaolong Yu
    ,
    Fan Yao
    , Sinno Jialin Pan
  3. GLID$2$E: A Gradient-Free Lightweight Fine-tune Approach for Discrete Biological Sequence Design
    NeurIPS 2025 ·
    Hanqun Cao
    ,
    Haosen Shi
    ,
    Chenyu Wang
    , Sinno Jialin Pan,
    Pheng-Ann Heng
  4. KVTuner: Sensitivity-Aware Layer-Wise Mixed-Precision KV Cache Quantization for Efficient and Nearly Lossless LLM Inference
    ICML 2025 ·
    Xing Li
    ,
    Zeyu Xing
    ,
    Yiming Li
    ,
    Linping Qu
    ,
    Hui-Ling Zhen
    ,
    Yiwu Yao
    ,
    Wulong Liu
    , Sinno Jialin Pan,
    Mingxuan Yuan
  5. MetaDefense: Defending Fine-tuning based Jailbreak Attack Before and During Generation
    NeurIPS 2025 ·
    Weisen Jiang
    , Sinno Jialin Pan
  6. Parameter and Memory Efficient Pretraining via Low-rank Riemannian Optimization
    ICLR 2025 ·
    Zhanfeng Mo
    ,
    Long-Kai Huang
    , Sinno Jialin Pan
  7. Probabilistic Neural Pruning via Sparsity Evolutionary Fokker-Planck-Kolmogorov Equation
    ICLR 2025 ·
    Zhanfeng Mo
    ,
    Haosen Shi
    , Sinno Jialin Pan
  8. Reinforcing Compositional Retrieval: Retrieving Step-by-Step for Composing Informative Contexts
    ACL 2025 ·
    Quanyu Long
    ,
    Jianda Chen
    ,
    Zhengyuan Liu
    ,
    Nancy F. Chen
    ,
    Wenya Wang
    , Sinno Jialin Pan
  9. A Diffusion Model with State Estimation for Degradation-Blind Inverse Imaging
    AAAI 2024 ·
    Liya Ji
    ,
    Zhefan Rao
    , Sinno Jialin Pan,
    Chenyang Lei
    ,
    Qifeng Chen
  10. Graph Principal Flow Network for Conditional Graph Generation
    WWW 2024 ·
    Zhanfeng Mo
    ,
    Tianze Luo
    , Sinno Jialin Pan
  11. Improving the Generalization of Unseen Crowd Behaviors for Reinforcement Learning based Local Motion Planners
    ICRA 2024 ·
    Wen Zheng Terence Ng
    ,
    Jianda Chen
    , Sinno Jialin Pan,
    Tianwei Zhang
  12. Learning Adaptive Multiresolution Transforms via Meta-Framelet-based Graph Convolutional Network
    ICLR 2024 ·
    Tianze Luo
    ,
    Zhanfeng Mo
    , Sinno Jialin Pan
  13. Multilingual Jailbreak Challenges in Large Language Models
    ICLR 2024 ·
    Yue Deng
    ,
    Wenxuan Zhang
    , Sinno Jialin Pan,
    Lidong Bing
  14. Sentiment Analysis in the Era of Large Language Models: A Reality Check
    NAACL 2024 ·
    Wenxuan Zhang
    ,
    Yue Deng
    ,
    Bing Liu
    , Sinno Jialin Pan,
    Lidong Bing
  15. State Chrono Representation for Enhancing Generalization in Reinforcement Learning
    NeurIPS 2024 ·
    Jianda Chen
    ,
    Wen Zheng Terence Ng
    ,
    Zichen Chen
    , Sinno Jialin Pan,
    Tianwei Zhang