Shuyue Hu

Venues

Frequent coauthors

Papers

1. A Scalable Multi-LLM Collaboration System with Retrieval-based Selection and Exploration-Exploitation-Driven Enhancement
   ACL 2026 ·

   Shengji Tang

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2. Adaptive Theory of Mind for LLM-based Multi-Agent Coordination
   AAAI 2026 ·

   Chunjiang Mu

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3. Design First, Code Later: Aesthetically Pleasing Template-Free Slides Generation
   ACL 2026 ·

   Zhiyao Cui

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4. Do We Truly Need So Many Samples? Multi-LLM Repeated Sampling Efficiently Scales Test-Time Compute
   AAAI 2026 ·

   Jianhao Chen

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5. ICL-Router: In-Context Learned Model Representations for LLM Routing
   AAAI 2026 ·

   Chenxu Wang

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6. LLMRouterBench: A Massive Benchmark and Unified Framework for LLM Routing
   ACL 2026 ·

   Hao Li

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7. MTRouter: Cost-Aware Multi-Turn LLM Routing with History-Model Joint Embeddings
   ACL 2026 ·

   Yiqun Zhang

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8. Nature-Inspired Population-Based Evolution of Large Language Models
   ACL 2026 ·

   Yiqun Zhang

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9. The Avengers: A Routing Recipe for Collective Intelligence in Language Models
   AAAI 2026 ·

   Yiqun Zhang

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10. Graph Attention is Not Always Beneficial: A Theoretical Analysis of Graph Attention Mechanisms via Contextual Stochastic Block Models
    ICML 2025 ·

    Zhongtian Ma

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11. ReMA: Learning to Meta-Think for LLMs with Multi-agent Reinforcement Learning
    NeurIPS 2025 ·

    Ziyu Wan

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12. Reinforcement Learning for Large Language Models via Group Preference Reward Shaping
    EMNLP 2025 ·

    Huaisheng Zhu

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13. Scaling Physical Reasoning with the PHYSICS Dataset
    NeurIPS 2025 ·

    Shenghe Zheng

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14. A Successful Strategy for Multichannel Iterated Prisoner's Dilemma
    IJCAI 2024 ·

    Zhen Wang

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15. Configurable Mirror Descent: Towards a Unification of Decision Making
    ICML 2024 ·

    Pengdeng Li

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16. Emergence of Social Norms in Generative Agent Societies: Principles and Architecture
    IJCAI 2024 ·

    Siyue Ren

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17. The Stochastic Evolutionary Dynamics of Softmax Policy Gradient in Games
    AAMAS 2024 ·

    Chin-wing Leung

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