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Sirui Chen

22 papers at tracked venues · 15 at CORE A* · active 2024–2026

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Venues

ACL ×5SIGIR ×4AAAI ×2EMNLP ×2WWW ×2CIKM ×1ICCV ×1ICLR ×1ICRA ×1IROS ×1RSS ×1RecSys ×1

Frequent coauthors

Chaochao Lu
×6
Jun Xu
×4
Shengjie Zhao
×3
Jiawei Chen
×3
Sheng Zhou
×3
Can Wang
×3
C. Karen Liu
×3
Xiao Zhang
×3
Lei Xu
×2
Jingrui He
×2
Li Fei-Fei
×2
Xingyu Zeng
×2

Papers

  1. Can Post-Training Transform LLMs into Causal Reasoners?
    ACL 2026 ·
    Junqi Chen
    , Sirui Chen,
    Chaochao Lu
  2. DEPO: Dual-Efficiency Preference Optimization for LLM Agents
    AAAI 2026 · Sirui Chen,
    Mengshi Zhao
    ,
    Lei Xu
    ,
    Yuying Zhao
    ,
    Beier Zhu
    ,
    Hanwang Zhang
    ,
    Shengjie Zhao
    ,
    Chaochao Lu
  3. Prune as You Generate: Online Rollout Pruning for Faster and Better RLVR
    ACL 2026 ·
    Haobo Xu
    , Sirui Chen,
    Ruizhong Qiu
    ,
    Yuchen Yan
    ,
    Chen Luo
    ,
    Monica Xiao Cheng
    ,
    Jingrui He
    ,
    Hanghang Tong
  4. RAG over Tables: Hierarchical Memory Index, Multi-Stage Retrieval, and Benchmarking
    ACL 2026 ·
    Jiaru Zou
    ,
    Dongqi Fu
    , Sirui Chen,
    Xinrui He
    ,
    Zihao Li
    ,
    Yada Zhu
    ,
    Jiawei Han
    ,
    Jingrui He
  5. TopKGAT: A Top-K Objective-Driven Architecture for Recommendation
    WWW 2026 · Sirui Chen,
    Jiawei Chen
    ,
    Canghong Jin
    ,
    Sheng Zhou
    ,
    Jingbang Chen
    ,
    Wujie Sun
    ,
    Can Wang
  6. ARCap: Collecting High-Quality Human Demonstrations for Robot Learning with Augmented Reality Feedback
    ICRA 2025 · Sirui Chen,
    Chen Wang
    ,
    Kaden Nguyen
    ,
    Li Fei-Fei
    ,
    C. Karen Liu
  7. ARise: Towards Knowledge-Augmented Reasoning via Risk-Adaptive Search
    ACL 2025 ·
    Yize Zhang
    ,
    Tianshu Wang
    , Sirui Chen,
    Kun Wang
    ,
    Xingyu Zeng
    ,
    Hongyu Lin
    ,
    Xianpei Han
    ,
    Le Sun
    ,
    Chaochao Lu
  8. Arrows of Math Reasoning Data Synthesis for Large Language Models: Diversity, Complexity and Correctness
    CIKM 2025 · Sirui Chen,
    Changxin Tian
    ,
    Binbin Hu
    ,
    Kunlong Chen
    ,
    Ziqi Liu
    ,
    Zhiqiang Zhang
    ,
    Jun Zhou
  9. Beyond Surface Structure: A Causal Assessment of LLMs' Comprehension ability
    ICLR 2025 ·
    Yujin Han
    ,
    Lei Xu
    , Sirui Chen,
    Difan Zou
    ,
    Chaochao Lu
  10. From Imitation to Introspection: Probing Self-Consciousness in Language Models
    ACL 2025 · Sirui Chen,
    Shu Yu
    ,
    Shengjie Zhao
    ,
    Chaochao Lu
  11. PreGenie: An Agentic Framework for High-quality Visual Presentation Generation
    EMNLP 2025 ·
    Xiaojie Xu
    ,
    Xinli Xu
    , Sirui Chen,
    Haoyu Chen
    ,
    Fan Zhang
    ,
    Ying-Cong Chen
  12. Rankformer: A Graph Transformer for Recommendation based on Ranking Objective
    WWW 2025 · Sirui Chen,
    Shen Han
    ,
    Jiawei Chen
    ,
    Binbin Hu
    ,
    Sheng Zhou
    ,
    Gang Wang
    ,
    Yan Feng
    ,
    Chun Chen
    ,
    Can Wang
  13. WorldScore: A Unified Evaluation Benchmark for World Generation
    ICCV 2025 ·
    Haoyi Duan
    ,
    Hong-Xing Yu
    , Sirui Chen,
    Li Fei-Fei
    ,
    Jiajun Wu
  14. CLEAR: Can Language Models Really Understand Causal Graphs?
    EMNLP 2024 · Sirui Chen,
    Mengying Xu
    ,
    Kun Wang
    ,
    Xingyu Zeng
    ,
    Rui Zhao
    ,
    Shengjie Zhao
    ,
    Chaochao Lu
  15. Do Not Wait: Learning Re-Ranking Model Without User Feedback At Serving Time in E-Commerce
    RecSys 2024 ·
    Yuan Wang
    ,
    Zhiyu Li
    ,
    Changshuo Zhang
    , Sirui Chen,
    Xiao Zhang
    ,
    Jun Xu
    ,
    Quan Lin
  16. Explicitly Integrating Judgment Prediction with Legal Document Retrieval: A Law-Guided Generative Approach
    SIGIR 2024 ·
    Weicong Qin
    ,
    Zelin Cao
    ,
    Weijie Yu
    ,
    Zihua Si
    , Sirui Chen,
    Jun Xu
  17. One-Shot Transfer of Long-Horizon Extrinsic Manipulation Through Contact Retargeting
    IROS 2024 ·
    Albert Wu
    ,
    Ruocheng Wang
    , Sirui Chen,
    Clemens Eppner
    ,
    C. Karen Liu
  18. ReCODE: Modeling Repeat Consumption with Neural ODE
    SIGIR 2024 ·
    Sunhao Dai
    ,
    Changle Qu
    , Sirui Chen,
    Xiao Zhang
    ,
    Jun Xu
  19. Reinforcing Long-Term Performance in Recommender Systems with User-Oriented Exploration Policy
    SIGIR 2024 ·
    Changshuo Zhang
    , Sirui Chen,
    Xiao Zhang
    ,
    Sunhao Dai
    ,
    Weijie Yu
    ,
    Jun Xu
  20. SIGformer: Sign-aware Graph Transformer for Recommendation
    SIGIR 2024 · Sirui Chen,
    Jiawei Chen
    ,
    Sheng Zhou
    ,
    Bohao Wang
    ,
    Shen Han
    ,
    Chanfei Su
    ,
    Yuqing Yuan
    ,
    Can Wang
  21. STAS: Spatial-Temporal Return Decomposition for Solving Sparse Rewards Problems in Multi-agent Reinforcement Learning
    AAAI 2024 · Sirui Chen,
    Zhaowei Zhang
    ,
    Yaodong Yang
    ,
    Yali Du
  22. SpringGrasp: Synthesizing Compliant, Dexterous Grasps under Shape Uncertainty
    RSS 2024 · Sirui Chen,
    Jeannette Bohg
    ,
    C. Karen Liu