Sirui Chen

Venues

Frequent coauthors

Papers

1. Can Post-Training Transform LLMs into Causal Reasoners?
   ACL 2026 ·

   Junqi Chen

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2. DEPO: Dual-Efficiency Preference Optimization for LLM Agents
   AAAI 2026 · Sirui Chen
3. Prune as You Generate: Online Rollout Pruning for Faster and Better RLVR
   ACL 2026 ·

   Haobo Xu

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4. RAG over Tables: Hierarchical Memory Index, Multi-Stage Retrieval, and Benchmarking
   ACL 2026 ·

   Jiaru Zou

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5. TopKGAT: A Top-K Objective-Driven Architecture for Recommendation
   WWW 2026 · Sirui Chen
6. ARCap: Collecting High-Quality Human Demonstrations for Robot Learning with Augmented Reality Feedback
   ICRA 2025 · Sirui Chen
7. ARise: Towards Knowledge-Augmented Reasoning via Risk-Adaptive Search
   ACL 2025 ·

   Yize Zhang

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8. Arrows of Math Reasoning Data Synthesis for Large Language Models: Diversity, Complexity and Correctness
   CIKM 2025 · Sirui Chen
9. Beyond Surface Structure: A Causal Assessment of LLMs' Comprehension ability
   ICLR 2025 ·

   Yujin Han

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10. From Imitation to Introspection: Probing Self-Consciousness in Language Models
    ACL 2025 · Sirui Chen
11. PreGenie: An Agentic Framework for High-quality Visual Presentation Generation
    EMNLP 2025 ·

    Xiaojie Xu

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12. Rankformer: A Graph Transformer for Recommendation based on Ranking Objective
    WWW 2025 · Sirui Chen
13. WorldScore: A Unified Evaluation Benchmark for World Generation
    ICCV 2025 ·

    Haoyi Duan

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14. CLEAR: Can Language Models Really Understand Causal Graphs?
    EMNLP 2024 · Sirui Chen
15. Do Not Wait: Learning Re-Ranking Model Without User Feedback At Serving Time in E-Commerce
    RecSys 2024 ·

    Yuan Wang

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16. Explicitly Integrating Judgment Prediction with Legal Document Retrieval: A Law-Guided Generative Approach
    SIGIR 2024 ·

    Weicong Qin

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17. One-Shot Transfer of Long-Horizon Extrinsic Manipulation Through Contact Retargeting
    IROS 2024 ·

    Albert Wu

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18. ReCODE: Modeling Repeat Consumption with Neural ODE
    SIGIR 2024 ·

    Sunhao Dai

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19. Reinforcing Long-Term Performance in Recommender Systems with User-Oriented Exploration Policy
    SIGIR 2024 ·

    Changshuo Zhang

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20. SIGformer: Sign-aware Graph Transformer for Recommendation
    SIGIR 2024 · Sirui Chen
21. STAS: Spatial-Temporal Return Decomposition for Solving Sparse Rewards Problems in Multi-agent Reinforcement Learning
    AAAI 2024 · Sirui Chen
22. SpringGrasp: Synthesizing Compliant, Dexterous Grasps under Shape Uncertainty
    RSS 2024 · Sirui Chen