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Qi, Biqing

  1. Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling
    2025/02/10 by Runze Liu, Junqi Gao, Liu, Runze +13 · 4 voices · 36 citations
    Computer Science · #Digital Rights Management and Security #cs.CL
  2. InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency
    2025/08/25 by Wang, Weiyun, Gao, Zhangwei, Gu, Lixin +72 · 260 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  3. TTRL: Test-Time Reinforcement Learning
    2025/04/22 by Yuxin Zuo, Kaiyan Zhang, Zuo, Yuxin +28 · 80 citations
    Computer Science · Engineering · Neuroscience · #Reinforcement Learning in Robotics #Muscle activation and electromyography studies #EEG and Brain-Computer Interfaces
  4. ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows
    2025/05/26 by Sun, Qiushi, Liu, Zhoumianze, Ma, Chang +18 · 1 voice · 10 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  5. GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning
    2025/04/01 by Jian Zhao, Runze Liu, Zhao, Jian +18 · 27 citations
    Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning in Healthcare #Topic Modeling
  6. UltraMedical: Building Specialized Generalists in Biomedicine
    2024/06/06 by Kaiyan Zhang, Zhang, Kaiyan, Sihang Zeng +25 · 13 citations
    Decision Sciences · Health Professions · Medicine · #Clinical Reasoning and Diagnostic Skills #Computation and Language (cs.CL) #FOS: Computer and information sciences #Interdisciplinary Research and Collaboration #Medical Coding and Health Information
  7. On Large Language Models' Hallucination with Regard to Known Facts
    2024/03/29 by Che Jiang, Jiang, Che, Biqing Qi +15 · 11 citations
    Computer Science · Engineering · #Advanced Data Processing Techniques #Big Data and Digital Economy #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
  8. Large Language Models are Zero Shot Hypothesis Proposers
    2023/11/10 by Qi, Biqing, Zhang, Kaiyan, Li, Haoxiang +4 · 8 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  9. Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System
    2024/10/12 by Haoyang Su, Renqi Chen, Su, Haoyang +17 · 10 citations
    Business, Management and Accounting · Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Cognitive Science and Mapping #Complex Systems and Decision Making #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
  10. A Survey of Reinforcement Learning for Large Reasoning Models
    2025/09/10 by Kaiyan Zhang, Zhang, Kaiyan, Yuxin Zuo +72 · 55 citations
    Computer Science · #Reinforcement Learning in Robotics #Multimodal Machine Learning Applications #Explainable Artificial Intelligence (XAI)
  11. Online DPO: Online Direct Preference Optimization with Fast-Slow Chasing
    2024/06/08 by Biqing Qi, Qi, Biqing, Pengfei Li +9 · 7 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #Computation and Language (cs.CL) #Data Management and Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Optimization and Search Problems
  12. Large Language Models as Biomedical Hypothesis Generators: A Comprehensive Evaluation
    2024/07/12 by Biqing Qi, Qi, Biqing, Kaiyan Zhang +15 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
  13. Fourier Position Embedding: Enhancing Attention's Periodic Extension for Length Generalization
    2024/12/23 by Erkai Hua, Hua, Ermo, Che Jiang +15 · 8 citations
    Engineering · #Advanced Measurement and Metrology Techniques
  14. CoGenesis: A Framework Collaborating Large and Small Language Models for Secure Context-Aware Instruction Following
    2024/03/05 by Kaiyan Zhang, Jianyu Wang, Zhang, Kaiyan +9 · 5 citations
    Computer Science · #Advanced Malware Detection Techniques #Digital and Cyber Forensics #Context-Aware Activity Recognition Systems
  15. SDAR: A Synergistic Diffusion-AutoRegression Paradigm for Scalable Sequence Generation
    2025/10/07 by Cheng, Shuang, Bian, Yihan, Liu, Dawei +8 · 18 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  16. PaD: Program-aided Distillation Can Teach Small Models Reasoning Better than Chain-of-thought Fine-tuning
    2023/05/23 by Zhu, Xuekai, Qi, Biqing, Zhang, Kaiyan +3 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  17. Interactive Continual Learning: Fast and Slow Thinking
    2024/03/05 by Qi, Biqing, Chen, Xingquan, Gao, Junqi +4 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  18. Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines
    2025/02/23 by Xinwei Long, Long, Xinwei, Zhiyuan Ma +9 · 7 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques
  19. Fast and Slow Generating: An Empirical Study on Large and Small Language Models Collaborative Decoding
    2024/06/18 by Kaiyan Zhang, Zhang, Kaiyan, Jianyu Wang +11 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Speech and dialogue systems
  20. ReviewRL: Towards Automated Scientific Review with RL
    2025/08/14 by Zeng, Sihang, Tian, Kai, Zhang, Kaiyan +9 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  21. On the token distance modeling ability of higher RoPE attention dimension
    2024/10/11 by Xiangyu Hong, Hong, Xiangyu, Jiang, Che +9 · 3 citations
    Physics and Astronomy · #Nuclear Physics and Applications
  22. ScaleCUA: Scaling Open-Source Computer Use Agents with Cross-Platform Data
    2025/09/18 by Liu, Zhaoyang, Xie, Jingjing, Ding, Zichen +27 · 9 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  23. Towards Building Specialized Generalist AI with System 1 and System 2 Fusion
    2024/07/11 by Kaiyan Zhang, Biqing Qi, Zhang, Kaiyan +3 · 3 citations
    Computer Science · #AI-based Problem Solving and Planning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Neural Networks and Applications #Rough Sets and Fuzzy Logic
  24. An Efficient Memory Module for Graph Few-Shot Class-Incremental Learning
    2024/11/11 by Dong Li, Aijia Zhang, Li, Dong +5 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Text and Document Classification Technologies
  25. Safe-SD: Safe and Traceable Stable Diffusion with Text Prompt Trigger for Invisible Generative Watermarking
    2024/07/18 by Zhiyuan Ma, Guoli Jia, Ma, Zhiyuan +5 · 2 citations
    Computer Science · #Advanced Steganography and Watermarking Techniques #Biometric Identification and Security #Chaos-based Image/Signal Encryption #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  26. Graph Counselor: Adaptive Graph Exploration via Multi-Agent Synergy to Enhance LLM Reasoning
    2025/06/04 by Junqi Gao, Gao, Junqi, Xiang Zou +10 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Graph Theory and Algorithms #Topic Modeling
  27. Intuitive Fine-Tuning: Towards Simplifying Alignment into a Single Process
    2024/05/20 by Ermo Hua, Biqing Qi, Hua, Ermo +11 · 1 citation
    Engineering · #Advancements in Photolithography Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  28. Exploring Adversarial Robustness of Deep State Space Models
    2024/06/08 by Qi, Biqing, Luo, Yang, Gao, Junqi +4 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  29. T-GRAG: A Dynamic GraphRAG Framework for Resolving Temporal Conflicts and Redundancy in Knowledge Retrieval
    2025/08/03 by Dong Li, Yichen Niu, Li, Dong +8 · 2 citations
    Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Multimodal Machine Learning Applications
  30. Self Speculative Decoding for Diffusion Large Language Models
    2025/10/05 by Gao, Yifeng, Ji, Ziang, Wang, Yuxuan +3 · 6 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  31. Thinking Inside the Mask: In-Place Prompting in Diffusion LLMs
    2025/08/14 by Jin, Xiangqi, Wang, Yuxuan, Gao, Yifeng +4 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  32. OS-MAP: How Far Can Computer-Using Agents Go in Breadth and Depth?
    2025/07/25 by X. R. Chen, Chen, Xuetian, Yuquan Chen +27 · 4 citations
    Decision Sciences · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Automation Interaction and Safety #Human-Computer Interaction (cs.HC) #Personal Information Management and User Behavior #Social Robot Interaction and HRI
  33. Neural Residual Diffusion Models for Deep Scalable Vision Generation
    2024/06/19 by Ma, Zhiyuan, Zhao, Liangliang, Qi, Biqing +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  34. Sequential Diffusion Language Models
    2025/09/28 by Liu, Yangzhou, Cao, Yue, Li, Hao +13 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  35. Contrastive Augmented Graph2Graph Memory Interaction for Few Shot Continual Learning
    2024/03/07 by Qi, Biqing, Gao, Junqi, Chen, Xingquan +4 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  36. D2Pruner: Debiased Importance and Structural Diversity for MLLM Token Pruning
    2025/12/22 by Zhang, Evelyn, Fufu Yu, Aoqi Wu +12 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications