Biqing Qi

Venues

Frequent coauthors

Papers

1. A Survey of Inductive Reasoning for Large Language Models
   ACL 2026 ·

   Kedi Chen

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2. D²Pruner: Debiased Importance and Structural Diversity for MLLM Token Pruning
   AAAI 2026 ·

   Evelyn Zhang

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3. GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning
   AAAI 2026 ·

   Jian Zhao

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

   Hao Li

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5. MARS²: Scaling Multi-Agent Tree Search via Reinforcement Learning for Code Generation
   ACL 2026 ·

   Pengfei Li

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6. Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism
   ACL 2026 ·

   Yuhua Jiang

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7. SDAR-VL: Stable and Efficient Block-wise Diffusion for Vision-Language Understanding
   ACL 2026 ·

   Shuang Cheng

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8. SDAR: A Synergistic Diffusion-AutoRegression Paradigm for Scalable Sequence Generation
   ACL 2026 ·

   Shuang Cheng

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9. WIST: Web-Grounded Iterative Self-Play Tree for Domain-Targeted Reasoning Improvement
   ACL 2026 ·

   Fangyuan Li

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10. Bohdi: Heterogeneous LLM Fusion with Automatic Data Exploration
    NeurIPS 2025 ·

    Junqi Gao

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11. DePass: Unified Feature Attributing by Simple Decomposed Forward Pass
    NeurIPS 2025 ·

    Xiangyu Hong

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12. Fast and Slow Gradient Approximation for Binary Neural Network Optimization
    AAAI 2025 ·

    Xinquan Chen

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13. Fourier Position Embedding: Enhancing Attention's Periodic Extension for Length Generalization
    ICML 2025 ·

    Ermo Hua

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14. Graph Counselor: Adaptive Graph Exploration via Multi-Agent Synergy to Enhance LLM Reasoning
    ACL 2025 ·

    Junqi Gao

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15. Intuitive Fine-Tuning: Towards Simplifying Alignment into a Single Process
    ACL 2025 ·

    Ermo Hua

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16. Less is More: Efficient Model Merging with Binary Task Switch
    CVPR 2025 · Biqing Qi
17. Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System
    ACL 2025 ·

    Haoyang Su

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18. OpenPRM: Building Open-domain Process-based Reward Models with Preference Trees
    ICLR 2025 ·

    Kaiyan Zhang

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19. Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines
    AAAI 2025 ·

    Xinwei Long

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20. ReviewRL: Towards Automated Scientific Review with RL
    EMNLP 2025 ·

    Sihang Zeng

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21. T-GRAG: A Dynamic GraphRAG Framework for Resolving Temporal Conflicts and Redundancy in Knowledge Retrieval
    ACM MM 2025 ·

    Dong Li

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22. TTRL: Test-Time Reinforcement Learning
    NeurIPS 2025 ·

    Yuxin Zuo

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23. An Efficient Memory Module for Graph Few-Shot Class-Incremental Learning
    NeurIPS 2024 ·

    Dong Li

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24. CoGenesis: A Framework Collaborating Large and Small Language Models for Secure Context-Aware Instruction Following
    ACL 2024 ·

    Kaiyan Zhang

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25. Exploring Adversarial Robustness of Deep State Space Models
    NeurIPS 2024 · Biqing Qi
26. Interactive Continual Learning: Fast and Slow Thinking
    CVPR 2024 · Biqing Qi
27. MSI-Agent: Incorporating Multi-Scale Insight into Embodied Agents for Superior Planning and Decision-Making
    EMNLP 2024 ·

    Dayuan Fu

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28. Neural Residual Diffusion Models for Deep Scalable Vision Generation
    NeurIPS 2024 ·

    Zhiyuan Ma

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29. On Large Language Models' Hallucination with Regard to Known Facts
    NAACL 2024 ·

    Che Jiang

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30. On the token distance modeling ability of higher RoPE attention dimension
    EMNLP 2024 ·

    Xiangyu Hong

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31. PaD: Program-aided Distillation Can Teach Small Models Reasoning Better than Chain-of-thought Fine-tuning
    NAACL 2024 ·

    Xuekai Zhu

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32. SMR: State Memory Replay for Long Sequence Modeling
    ACL 2024 · Biqing Qi
33. Safe-SD: Safe and Traceable Stable Diffusion with Text Prompt Trigger for Invisible Generative Watermarking
    ACM MM 2024 ·

    Zhiyuan Ma

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34. UltraMedical: Building Specialized Generalists in Biomedicine
    NeurIPS 2024 ·

    Kaiyan Zhang

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