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Xuan Zhang

22 papers at tracked venues · 17 at CORE A* · active 2024–2026

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Venues

NeurIPS ×6ACL ×3AAAI ×2EMNLP ×2SDM ×2ACM MM ×1CHI ×1ICDE ×1ICLR ×1ICML ×1ICRA ×1SIGKDD ×1

Frequent coauthors

Shuiwang Ji
×4
Hua Ye
×2
Siyuan Chen
×2
Fengzhuo Zhang
×2
Cunxiao Du
×2
Tianyu Pang
×2
Chao Du
×2
Jacob Helwig
×2
Wei Gao
×2
Qian Liu
×2
Weihao Luo
×2
Yaochen Xie
×2

Papers

  1. Constraints-Guided Diffusion Reasoner for Neuro-Symbolic Learning
    AAAI 2026 · Xuan Zhang,
    Zhijian Zhou
    ,
    Weidi Xu
    ,
    Yanting Miao
    ,
    Chao Qu
    ,
    Yuan Qi
  2. From Needs to Design: Bridging Intimate Gaps with LLM-Augmented Nonviolent Communication
    CHI 2026 ·
    Xingyi Chen
    , Xuan Zhang
  3. Geoparsing: Diagram Parsing for Plane and Solid Geometry with a Unified Formal Language
    ACL 2026 ·
    Peijie Wang
    ,
    Ming-Liang Zhang
    ,
    Jun Cao
    ,
    Chao Deng
    ,
    Dekang Ran
    ,
    Pi Bu
    ,
    Hongda Sun
    , Xuan Zhang,
    Yingyao Wang
    ,
    Jun Song
    ,
    Bo Zheng
    ,
    Fei Yin
    ,
    Cheng-Lin Liu
  4. ALTER: All-in-One Layer Pruning and Temporal Expert Routing for Efficient Diffusion Generation
    NeurIPS 2025 ·
    Xiaomeng Yang
    ,
    Lei Lu
    ,
    Qihui Fan
    ,
    Changdi Yang
    ,
    Juyi Lin
    ,
    Yanzhi Wang
    , Xuan Zhang,
    Shangqian Gao
  5. Aligning by Misaligning: Boundary-aware Curriculum Learning for Multimodal Alignment
    NeurIPS 2025 ·
    Hua Ye
    ,
    Hang Ding
    ,
    Siyuan Chen
    ,
    Yiyang Jiang
    ,
    Changyuan Zhang
    , Xuan Zhang
  6. AskToAct: Enhancing LLMs Tool Use via Self-Correcting Clarification
    EMNLP 2025 · Xuan Zhang,
    Yongliang Shen
    ,
    Zhe Zheng
    ,
    Linjuan Wu
    ,
    Wenqi Zhang
    ,
    Yuchen Yan
    ,
    Qiuying Peng
    ,
    Jun Wang
    ,
    Weiming Lu
  7. BanditSpec: Adaptive Speculative Decoding via Bandit Algorithms
    ICML 2025 ·
    Yunlong Hou
    ,
    Fengzhuo Zhang
    ,
    Cunxiao Du
    , Xuan Zhang,
    Jiachun Pan
    ,
    Tianyu Pang
    ,
    Chao Du
    ,
    Vincent Y. F. Tan
    ,
    Zhuoran Yang
  8. DARL: Mitigating Gradient Conflicts in Long-Tailed Out-of-Distribution Learning
    ACM MM 2025 · Xuan Zhang,
    Sin Chee Chin
    ,
    Jing-Hao Xue
    ,
    Xiaochen Yang
    ,
    Wenming Yang
  9. ML4CFD Competition: Results and Retrospective Analysis
    NeurIPS 2025 ·
    Mouadh Yagoubi
    ,
    David Danan
    ,
    Milad Leyli-Abadi
    ,
    Jocelyn Ahmed Mazari
    ,
    Jean-Patrick Brunet
    ,
    Abbas Kabalan
    ,
    Fabien Casenave
    ,
    Yuxin Ma
    ,
    Giovanni Catalani
    ,
    Jean Fesquet
    ,
    Jacob Helwig
    , Xuan Zhang,
    Haiyang Yu
    ,
    Xavier Bertrand
    ,
    Frederic Tost
    ,
    Michael Bauerheim
    ,
    Joseph Morlier
    ,
    Shuiwang Ji
  10. Sparse-to-Dense: A Free Lunch for Lossless Acceleration of Video Understanding in LLMs
    ACL 2025 · Xuan Zhang,
    Cunxiao Du
    ,
    Sicheng Yu
    ,
    Jiawei Wu
    ,
    Fengzhuo Zhang
    ,
    Wei Gao
    ,
    Qian Liu
  11. Synergy over Discrepancy: A Partition-Based Approach to Multi-Domain LLM Fine-Tuning
    NeurIPS 2025 ·
    Hua Ye
    ,
    Siyuan Chen
    ,
    Haoliang Zhang
    ,
    Weihao Luo
    ,
    Yanbin Li
    , Xuan Zhang
  12. Whose Instructions Count? Resolving Preference Bias in Instruction Fine-Tuning
    NeurIPS 2025 ·
    Jiayu Zhang
    ,
    Changbang Li
    ,
    Yinan Peng
    ,
    Weihao Luo
    ,
    Peilai Yu
    , Xuan Zhang
  13. 3D Molecular Geometry Analysis with 2D Graphs
    SDM 2024 ·
    Zhao Xu
    ,
    Yaochen Xie
    ,
    Youzhi Luo
    , Xuan Zhang,
    Xinyi Xu
    ,
    Meng Liu
    ,
    Kaleb Dickerson
    ,
    Cheng Deng
    ,
    Maho Nakata
    ,
    Shuiwang Ji
  14. Ask-before-Plan: Proactive Language Agents for Real-World Planning
    EMNLP 2024 · Xuan Zhang,
    Yang Deng
    ,
    Zifeng Ren
    ,
    See-Kiong Ng
    ,
    Tat-Seng Chua
  15. Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs
    NeurIPS 2024 · Xuan Zhang,
    Chao Du
    ,
    Tianyu Pang
    ,
    Qian Liu
    ,
    Wei Gao
    ,
    Min Lin
  16. Jointly Improving the Sample and Communication Complexities in Decentralized Stochastic Minimax Optimization
    AAAI 2024 · Xuan Zhang,
    Gabriel Mancino-Ball
    ,
    Necdet Serhat Aybat
    ,
    Yangyang Xu
  17. Lattice Convolutional Networks for Learning Ground States of Quantum Many-Body Systems
    SDM 2024 ·
    Cong Fu
    , Xuan Zhang,
    Huixin Zhang
    ,
    Hongyi Ling
    ,
    Shenglong Xu
    ,
    Shuiwang Ji
  18. Mitigating Pooling Bias in E-commerce Search via False Negative Estimation
    SIGKDD 2024 ·
    Xiaochen Wang
    ,
    Xiao Xiao
    ,
    Ruhan Zhang
    , Xuan Zhang,
    Taesik Na
    ,
    Tejaswi Tenneti
    ,
    Haixun Wang
    ,
    Fenglong Ma
  19. On the Multi-turn Instruction Following for Conversational Web Agents
    ACL 2024 ·
    Yang Deng
    , Xuan Zhang,
    Wenxuan Zhang
    ,
    Yifei Yuan
    ,
    See-Kiong Ng
    ,
    Tat-Seng Chua
  20. Online Container Caching with Late-Warm for IoT Data Processing
    ICDE 2024 ·
    Guopeng Li
    ,
    Haisheng Tan
    , Xuan Zhang,
    Chi Zhang
    ,
    Ruiting Zhou
    ,
    Zhenhua Han
    ,
    Guoliang Chen
  21. SATac: A Thermoluminescence Enabled Tactile Sensor for Concurrent Perception of Temperature, Pressure, and Shear
    ICRA 2024 ·
    Ziwu Song
    ,
    Ran Yu
    , Xuan Zhang,
    Kit Wa Sou
    ,
    Shilong Mu
    ,
    Dengfeng Peng
    ,
    Xiao-Ping Zhang
    ,
    Wenbo Ding
  22. SineNet: Learning Temporal Dynamics in Time-Dependent Partial Differential Equations
    ICLR 2024 · Xuan Zhang,
    Jacob Helwig
    ,
    Yuchao Lin
    ,
    Yaochen Xie
    ,
    Cong Fu
    ,
    Stephan Wojtowytsch
    ,
    Shuiwang Ji