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Shixuan Liu

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

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Venues

NeurIPS ×4AAAI ×3ACM MM ×2ACL ×1ICDE ×1ICDM ×1SIGKDD ×1WWW ×1

Frequent coauthors

Tianle Pu
×3
Changjun Fan
×3
Haotian Wang
×3
Zijie Geng
×2
Haoyang Liu
×2
Chao Chen
×2
Hao Zou
×2
Wenjing Yang
×2
Yunfei Wang
×2
Yue He
×2
Shenzhi Wang
×2
Chang Gao
×2

Papers

  1. $L{3}$ C: Leaf-Centric Continuous Codes for Natural Language-Driven Table Discovery
    ICDE 2026 ·
    Qiyuan Zhang
    ,
    Ruochun Jin
    ,
    Jixin Zhang
    ,
    Yuhua Tang
    ,
    Xiangyu Zhao
    , Shixuan Liu
  2. CoCo-MILP: Inter-Variable Contrastive and Intra-Constraint Competitive MILP Solution Prediction
    AAAI 2026 ·
    Tianle Pu
    ,
    Jianing Li
    ,
    Yingying Gao
    , Shixuan Liu,
    Zijie Geng
    ,
    Haoyang Liu
    ,
    Chao Chen
    ,
    Changjun Fan
  3. Detecting Unobserved Confounders: A Kernelized Regression Approach
    AAAI 2026 ·
    Yikai Chen
    ,
    Yunxin Mao
    ,
    Chunyuan Zheng
    ,
    Hao Zou
    ,
    Shanzhi Gu
    , Shixuan Liu,
    Yang Shi
    ,
    Wenjing Yang
    ,
    Kun Kuang
    ,
    Haotian Wang
  4. Invariant Learning on Heterogeneous Graphs via Subgraph Environment Inference
    WWW 2026 ·
    Yanghui Fu
    ,
    Yunfei Wang
    ,
    Hao Zou
    ,
    Yue He
    ,
    Haotian Wang
    ,
    Qing Cheng
    ,
    Guangquan Cheng
    , Shixuan Liu
  5. Outcome Accuracy is Not Enough: Aligning the Reasoning Process of Reward Models
    ACL 2026 ·
    Binghai Wang
    ,
    Yantao Liu
    ,
    Yuxuan Liu
    ,
    Tianyi Tang
    ,
    Shenzhi Wang
    ,
    Chang Gao
    ,
    Chujie Zheng
    ,
    Yichang Zhang
    ,
    Le Yu
    , Shixuan Liu,
    Tao Gui
    ,
    Qi Zhang
    ,
    Xuanjing Huang
    ,
    Bowen Yu
    ,
    Fei Huang
    ,
    Junyang Lin
  6. Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning
    NeurIPS 2025 ·
    Shenzhi Wang
    ,
    Le Yu
    ,
    Chang Gao
    ,
    Chujie Zheng
    , Shixuan Liu,
    Rui Lu
    ,
    Kai Dang
    ,
    Xiong-Hui Chen
    ,
    Jianxin Yang
    ,
    Zhenru Zhang
    ,
    Yuqiong Liu
    ,
    An Yang
    ,
    Andrew Zhao
    ,
    Yang Yue
    ,
    Shiji Song
    ,
    Bowen Yu
    ,
    Gao Huang
    ,
    Junyang Lin
  7. Environment Inference for Learning Generalizable Dynamical System
    NeurIPS 2025 · Shixuan Liu,
    Yue He
    ,
    Haotian Wang
    ,
    Wenjing Yang
    ,
    Yunfei Wang
    ,
    Peng Cui
    ,
    Zhong Liu
  8. From Captions to Rewards (CaReVL): Leveraging Large Language Model Experts for Enhanced Reward Modeling in Large Vision-Language Models
    ACM MM 2025 ·
    Muzhi Dai
    ,
    Jiashuo Sun
    ,
    Zhiyuan Zhao
    , Shixuan Liu,
    Rui Li
    ,
    Junyu Gao
    ,
    Xuelong Li
  9. MapExplorer: New Content Generation from Low-Dimensional Visualizations
    SIGKDD 2025 ·
    Xingjian Zhang
    ,
    Ziyang Xiong
    , Shixuan Liu,
    Yutong Xie
    ,
    Tolga Ergen
    ,
    Dongsub Shim
    ,
    Hua Xu
    ,
    Honglak Lee
    ,
    Qiaozhu Mei
  10. RoME: Domain-Robust Mixture-of-Experts for MILP Solution Prediction across Domains
    NeurIPS 2025 ·
    Tianle Pu
    ,
    Zijie Geng
    ,
    Haoyang Liu
    , Shixuan Liu,
    Jie Wang
    ,
    Li Zeng
    ,
    Chao Chen
    ,
    Changjun Fan
  11. Secure Tug-of-War (SecTOW): Iterative Defense-Attack Training with Reinforcement Learning for Multimodal Model Security
    ACM MM 2025 ·
    Muzhi Dai
    , Shixuan Liu,
    Zhiyuan Zhao
    ,
    Junyu Gao
    ,
    Hao Sun
    ,
    Xuelong Li
  12. Solving Combinatorial Optimization Problem Over Graph Through QUBO Transformation and Deep Reinforcement Learning
    ICDM 2024 ·
    Tianle Pu
    ,
    Chao Chen
    ,
    Li Zeng
    , Shixuan Liu,
    Rui Sun
    ,
    Changjun Fan
  13. dattri: A Library for Efficient Data Attribution
    NeurIPS 2024 ·
    Junwei Deng
    ,
    Ting-Wei Li
    ,
    Shiyuan Zhang
    , Shixuan Liu,
    Yijun Pan
    ,
    Hao Huang
    ,
    Xinhe Wang
    ,
    Pingbang Hu
    ,
    Xingjian Zhang
    ,
    Jiaqi W. Ma
  14. icsPLMs: Exploring Pre-trained Language Models in Intelligent Customer Service (Student Abstract)
    AAAI 2024 · Shixuan Liu,
    Chao Wang
    ,
    Shuangyong Song