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Shu Yang

14 papers at tracked venues · 11 at CORE A* · active 2024–2025

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Venues

ICML ×5CVPR ×2NeurIPS ×2AAAI ×1AISTATS ×1ICLR ×1InterSpeech ×1UAI ×1

Frequent coauthors

Chengting Yu
×3
Chenyin Gao
×2
Wenyu Ye
×2
Ilya Lipkovich
×2
Ke Zhu
×2
Jianing Chu
×2
Lei Liu
×2
Aili Wang
×2
Erping Li
×2
Wenbin Lu
×2
Xiaochen Zhao
×2
Chao Zeng
×1

Papers

  1. ABQ-LLM: Arbitrary-Bit Quantized Inference Acceleration for Large Language Models
    AAAI 2025 ·
    Chao Zeng
    ,
    Songwei Liu
    ,
    Yusheng Xie
    ,
    Hong Liu
    ,
    Xiaojian Wang
    ,
    Miao Wei
    , Shu Yang,
    Fangmin Chen
    ,
    Xing Mei
  2. Abstain Mask Retain Core: Time Series Prediction by Adaptive Masking Loss with Representation Consistency
    NeurIPS 2025 ·
    Renzhao Liang
    ,
    Sizhe Xu
    ,
    Chenggang Xie
    ,
    Jingru Chen
    ,
    Feiyang Ren
    , Shu Yang,
    Takahiro Yabe
  3. Doubly Protected Estimation for Survival Outcomes Utilizing External Controls for Randomized Clinical Trials
    ICML 2025 ·
    Chenyin Gao
    , Shu Yang,
    Mingyang Shan
    ,
    Wenyu Ye
    ,
    Ilya Lipkovich
    ,
    Douglas Faries
  4. Doubly Robust Fusion of Many Treatments for Policy Learning
    ICML 2025 ·
    Ke Zhu
    ,
    Jianing Chu
    ,
    Ilya Lipkovich
    ,
    Wenyu Ye
    , Shu Yang
  5. Efficient ANN-Guided Distillation: Aligning Rate-based Features of Spiking Neural Networks through Hybrid Block-wise Replacement
    CVPR 2025 · Shu Yang,
    Chengting Yu
    ,
    Lei Liu
    ,
    Hanzhi Ma
    ,
    Aili Wang
    ,
    Erping Li
  6. Efficient Causal Decision Making with One-sided Feedback
    ICLR 2025 ·
    Jianing Chu
    , Shu Yang,
    Wenbin Lu
    ,
    Pulak Ghosh
  7. Efficient Logit-based Knowledge Distillation of Deep Spiking Neural Networks for Full-Range Timestep Deployment
    ICML 2025 ·
    Chengting Yu
    ,
    Xiaochen Zhao
    ,
    Lei Liu
    , Shu Yang,
    Gaoang Wang
    ,
    Erping Li
    ,
    Aili Wang
  8. Enhancing Statistical Validity and Power in Hybrid Controlled Trials: A Randomization Inference Approach with Conformal Selective Borrowing
    ICML 2025 ·
    Ke Zhu
    , Shu Yang,
    Xiaofei Wang
  9. Evaluating and Learning Optimal Dynamic Treatment Regimes under Truncation by Death
    NeurIPS 2025 ·
    Sihyung Park
    ,
    Wenbin Lu
    , Shu Yang
  10. Temporal Separation with Entropy Regularization for Knowledge Distillation in Spiking Neural Networks
    CVPR 2025 ·
    Kairong Yu
    ,
    Chengting Yu
    ,
    Tianqing Zhang
    ,
    Xiaochen Zhao
    , Shu Yang,
    Hongwei Wang
    ,
    Qiang Zhang
    ,
    Qi Xu
  11. Causal Customer Churn Analysis with Low-rank Tensor Block Hazard Model
    ICML 2024 ·
    Chenyin Gao
    ,
    Zhiming Zhang
    , Shu Yang
  12. Inference for Optimal Linear Treatment Regimes in Personalized Decision-making
    UAI 2024 ·
    Yuwen Cheng
    , Shu Yang
  13. Motion Based Audio-Visual Segmentation
    InterSpeech 2024 ·
    Jiahao Li
    ,
    Miao Liu
    , Shu Yang,
    Jing Wang
    ,
    Xiang Xie
  14. Positivity-free Policy Learning with Observational Data
    AISTATS 2024 ·
    Pan Zhao
    ,
    Antoine Chambaz
    ,
    Julie Josse
    , Shu Yang