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Shen Li

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

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Venues

AAAI ×6ACL ×1ICCV ×1ICLR ×1ICML ×1MLSys ×1RecSys ×1VLDB ×1WWW ×1

Frequent coauthors

Yong Li
×4
Wanchen Sui
×3
Yanli Zhao
×3
Liang Luo
×3
Yuan Zhao
×2
Hualei Zhu
×2
Tingyu Jiang
×2
Xiaohang Xu
×2
Hao Henry Wang
×2
Lan Zhang
×2
Fei Chao
×2
Rongrong Ji
×2

Papers

  1. Co-EPG: A Framework for Co-Evolution of Planning and Grounding in Autonomous GUI Agents
    AAAI 2026 ·
    Yuan Zhao
    ,
    Hualei Zhu
    ,
    Tingyu Jiang
    , Shen Li,
    Xiaohang Xu
    ,
    Hao Henry Wang
  2. Enhancing Diffusion Policies with Distribution-Matching Generator in Offline Reinforcement Learning
    AAAI 2026 ·
    Xuemin Hu
    , Shen Li,
    Yingfen Xu
    ,
    Bo Tang
    ,
    Long Chen
  3. Importance-Aware Data Selection for Efficient LLM Instruction Tuning
    AAAI 2026 ·
    Tingyu Jiang
    , Shen Li,
    Yiyao Song
    ,
    Lan Zhang
    ,
    Hualei Zhu
    ,
    Yuan Zhao
    ,
    Xiaohang Xu
    ,
    Kenjiro Taura
    ,
    Hao Henry Wang
  4. Intention Chain-of-Thought Prompting with Dynamic Routing for Code Generation
    AAAI 2026 · Shen Li,
    Li Huang
    ,
    Shaoxiong Zhan
    ,
    Weifeng Sun
    ,
    Tao Yin
    ,
    Zhongxin Liu
    ,
    Meng Yan
  5. PrivSplit: A Lossless Method for Prompt Privacy in Distributed Parameter-Efficient Fine-Tuning
    WWW 2026 ·
    Wujia Niu
    ,
    Lan Zhang
    ,
    Haoran Cheng
    , Shen Li
  6. ASER: Activation Smoothing and Error Reconstruction for Large Language Model Quantization
    AAAI 2025 ·
    Weibo Zhao
    ,
    Yubin Shi
    ,
    Xinyu Lyu
    ,
    Wanchen Sui
    , Shen Li,
    Yong Li
  7. Automated Fine-Grained Mixture-of-Experts Quantization
    ACL 2025 ·
    Zhanhao Xie
    ,
    Yuexiao Ma
    ,
    Xiawu Zheng
    ,
    Fei Chao
    ,
    Wanchen Sui
    ,
    Yong Li
    , Shen Li,
    Rongrong Ji
  8. DECK: Experiences on Delta Checkpointing for Industrial Recommendation Systems
    VLDB 2025 ·
    Xin Gao
    ,
    Sibasish Acharya
    ,
    Sihui Han
    ,
    Yongxiong Ren
    ,
    Yanli Zhao
    ,
    Liang Luo
    ,
    Chucheng Wang
    ,
    Pradeep Fernando
    ,
    Saurabh Mishra
    ,
    Siqi Yan
    ,
    Yicong Du
    ,
    Elzbieta Krepska
    ,
    Intaik Park
    ,
    Min Ni
    ,
    Qunshu Zhang
    , Shen Li
  9. Safety Layers in Aligned Large Language Models: The Key to LLM Security
    ICLR 2025 · Shen Li,
    Liuyi Yao
    ,
    Lan Zhang
    ,
    Yaliang Li
  10. Scaling Generative Recommendations with Context Parallelism on Hierarchical Sequential Transducers
    RecSys 2025 ·
    Yue Dong
    ,
    Han Li
    , Shen Li,
    Nikhil Patel
    ,
    Xing Liu
    ,
    Xiaodong Wang
    ,
    Chuanhao Zhuge
  11. Semantic Alignment and Reinforcement for Data-Free Quantization of Vision Transformers
    ICCV 2025 ·
    Yunshan Zhong
    ,
    Yuyao Zhou
    ,
    Yuxin Zhang
    ,
    Wanchen Sui
    , Shen Li,
    Yong Li
    ,
    Fei Chao
    ,
    Rongrong Ji
  12. Treasures in Discarded Weights for LLM Quantization
    AAAI 2025 ·
    Hao Yu
    ,
    Yang Zhou
    ,
    Bohua Chen
    ,
    Zelan Yang
    , Shen Li,
    Yong Li
    ,
    Jianxin Wu
  13. Disaggregated Multi-Tower: Topology-aware Modeling Technique for Efficient Large Scale Recommendation
    MLSys 2024 ·
    Liang Luo
    ,
    Buyun Zhang
    ,
    Michael Tsang
    ,
    Yinbin Ma
    ,
    Ching-Hsiang Chu
    ,
    Yuxin Chen
    , Shen Li,
    Yuchen Hao
    ,
    Yanli Zhao
    ,
    Guna Lakshminarayanan
    ,
    Ellie Wen
    ,
    Jongsoo Park
    ,
    Dheevatsa Mudigere
    ,
    Maxim Naumov
  14. Wukong: Towards a Scaling Law for Large-Scale Recommendation
    ICML 2024 ·
    Buyun Zhang
    ,
    Liang Luo
    ,
    Yuxin Chen
    ,
    Jade Nie
    ,
    Xi Liu
    , Shen Li,
    Yanli Zhao
    ,
    Yuchen Hao
    ,
    Yantao Yao
    ,
    Ellie Dingqiao Wen
    ,
    Jongsoo Park
    ,
    Maxim Naumov
    ,
    Wenlin Chen