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Sheng Xu

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

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Venues

ICLR ×4ICML ×3NeurIPS ×3AAAI ×2CVPR ×1

Frequent coauthors

Siqi Sun
×6
Guiliang Liu
×5
Zhiqiang Gao
×4
Nanqing Dong
×4
Jiaqi Wei
×3
Zijie Qiu
×3
Zhi Jin
×3
Bo Yue
×2
Xiang Zhang
×2
Xiang Zhang
×2
Runyi Zhao
×2
Wanli Ouyang
×2

Papers

  1. A Distributional Approach to Uncertainty-Aware Preference Alignment Using Offline Demonstrations
    ICLR 2025 · Sheng Xu,
    Bo Yue
    ,
    Hongyuan Zha
    ,
    Guiliang Liu
  2. Bidirectional Representations Augmented Autoregressive Biological Sequence Generation
    NeurIPS 2025 ·
    Xiang Zhang
    ,
    Jiaqi Wei
    ,
    Zijie Qiu
    , Sheng Xu,
    Zhi Jin
    ,
    Zhiqiang Gao
    ,
    Nanqing Dong
    ,
    Siqi Sun
  3. Curriculum Learning for Biological Sequence Prediction: The Case of De Novo Peptide Sequencing
    ICML 2025 ·
    Xiang Zhang
    ,
    Jiaqi Wei
    ,
    Zijie Qiu
    , Sheng Xu,
    Nanqing Dong
    ,
    Zhiqiang Gao
    ,
    Siqi Sun
  4. MaskGaussian: Adaptive 3D Gaussian Representation from Probabilistic Masks
    CVPR 2025 ·
    Yifei Liu
    ,
    Zhihang Zhong
    ,
    Yifan Zhan
    , Sheng Xu,
    Xiao Sun
  5. Toward Exploratory Inverse Constraint Inference with Generative Diffusion Verifiers
    ICLR 2025 ·
    Runyi Zhao
    , Sheng Xu,
    Bo Yue
    ,
    Guiliang Liu
  6. Uncertainty-aware Preference Alignment for Diffusion Policies
    NeurIPS 2025 ·
    Runqing Miao
    , Sheng Xu,
    Runyi Zhao
    ,
    Wai Kin (Victor) Chan
    ,
    Guiliang Liu
  7. Universal Biological Sequence Reranking for Improved De Novo Peptide Sequencing
    ICML 2025 ·
    Zijie Qiu
    ,
    Jiaqi Wei
    ,
    Xiang Zhang
    , Sheng Xu,
    Kai Zou
    ,
    Zhi Jin
    ,
    Zhiqiang Gao
    ,
    Nanqing Dong
    ,
    Siqi Sun
  8. BEACON: Benchmark for Comprehensive RNA Tasks and Language Models
    NeurIPS 2024 ·
    Yuchen Ren
    ,
    Zhiyuan Chen
    ,
    Lifeng Qiao
    ,
    Hongtai Jing
    ,
    Yuchen Cai
    , Sheng Xu,
    Peng Ye
    ,
    Xinzhu Ma
    ,
    Siqi Sun
    ,
    Hongliang Yan
    ,
    Dong Yuan
    ,
    Wanli Ouyang
    ,
    Xihui Liu
  9. ContraNovo: A Contrastive Learning Approach to Enhance De Novo Peptide Sequencing
    AAAI 2024 ·
    Zhi Jin
    , Sheng Xu,
    Xiang Zhang
    ,
    Tianze Ling
    ,
    Nanqing Dong
    ,
    Wanli Ouyang
    ,
    Zhiqiang Gao
    ,
    Cheng Chang
    ,
    Siqi Sun
  10. CrossBind: Collaborative Cross-Modal Identification of Protein Nucleic-Acid-Binding Residues
    AAAI 2024 ·
    Linglin Jing
    , Sheng Xu,
    Yifan Wang
    ,
    Yuzhe Zhou
    ,
    Tao Shen
    ,
    Zhigang Ji
    ,
    Hui Fang
    ,
    Zhen Li
    ,
    Siqi Sun
  11. Enhancing Human-AI Collaboration Through Logic-Guided Reasoning
    ICLR 2024 ·
    Chengzhi Cao
    ,
    Yinghao Fu
    , Sheng Xu,
    Ruimao Zhang
    ,
    Shuang Li
  12. Robust Inverse Constrained Reinforcement Learning under Model Misspecification
    ICML 2024 · Sheng Xu,
    Guiliang Liu
  13. Uncertainty-aware Constraint Inference in Inverse Constrained Reinforcement Learning
    ICLR 2024 · Sheng Xu,
    Guiliang Liu