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Qu, Xiaoye

  1. Learning to Reason under Off-Policy Guidance
    2025/04/21 by Yan, Jianhao, Li, Yafu, Hu, Zican +5 · 69 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  2. Intern-S1: A Scientific Multimodal Foundation Model
    2025/08/21 by Bai, Lei, Cai, Zhongrui, Cao, Yuhang +173 · 1 voice · 28 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  3. OpenThinkIMG: Learning to Think with Images via Visual Tool Reinforcement Learning
    2025/05/13 by Su, Zhaochen, Li, Linjie, Song, Mingyang +8 · 50 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  4. Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers
    2025/06/30 by Su, Zhaochen, Xia, Peng, Guo, Hangyu +12 · 61 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  5. LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training
    2024/06/24 by Tong Zhu, Xiaoye Qu, Zhu, Tong +11 · 19 citations
    Computer Science · Engineering · #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Indoor and Outdoor Localization Technologies #Mobile Crowdsensing and Crowdsourcing
  6. A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond
    2025/03/27 by Xiaoye Qu, Yafu Li, Qu, Xiaoye +31 · 39 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Speech and dialogue systems
  7. Context-aware Biaffine Localizing Network for Temporal Sentence Grounding
    2021/03/22 by Liu, Daizong, Qu, Xiaoye, Dong, Jianfeng +5 · 10 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  8. Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging
    2024/06/17 by Zhenyi Lu, Lu, Zhenyi, Chenghao Fan +9 · 15 citations
    Computer Science · Business, Management and Accounting · #Model-Driven Software Engineering Techniques #Business Process Modeling and Analysis #Multi-Agent Systems and Negotiation
  9. A Survey of Attacks on Large Vision-Language Models: Resources, Advances, and Future Trends
    2024/07/10 by Liu, Daizong, Yang, Mingyu, Qu, Xiaoye +3 · 15 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  10. ConflictBank: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLM
    2024/08/22 by Su, Zhaochen, Zhang, Jun, Qu, Xiaoye +6 · 15 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  11. Test-Time Preference Optimization: On-the-Fly Alignment via Iterative Textual Feedback
    2025/01/22 by Li, Yafu, Hu, Xuyang, Qu, Xiaoye +2 · 17 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  12. Memory-Guided Semantic Learning Network for Temporal Sentence Grounding
    2022/01/03 by Daizong Liu, Liu, Daizong, Xiaoye Qu +9 · 6 citations
    Arts and Humanities · Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Subtitles and Audiovisual Media
  13. PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models
    2025/01/06 by Song, Mingyang, Su, Zhaochen, Qu, Xiaoye +2 · 17 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  14. Reducing the Vision and Language Bias for Temporal Sentence Grounding
    2022/07/27 by Liu, Daizong, Qu, Xiaoye, Hu, Wei · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  15. Dynamic Data Mixing Maximizes Instruction Tuning for Mixture-of-Experts
    2024/06/17 by Zhu, Tong, Dong, Daize, Qu, Xiaoye +3 · 8 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  16. Alleviating Hallucination in Large Vision-Language Models with Active Retrieval Augmentation
    2024/08/01 by Xiaoye Qu, Qiyuan Chen, Qu, Xiaoye +7 · 9 citations
    Medicine · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Epilepsy research and treatment #FOS: Computer and information sciences
  17. A Survey of Reinforcement Learning for Large Reasoning Models
    2025/09/10 by Kaiyan Zhang, Yuxin Zuo, Zhang, Kaiyan +72 · 55 citations
    Computer Science · #Reinforcement Learning in Robotics #Multimodal Machine Learning Applications #Explainable Artificial Intelligence (XAI)
  18. Timo: Towards Better Temporal Reasoning for Language Models
    2024/06/20 by Zhaochen Su, Su, Zhaochen, Jun Zhang +11 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  19. Advancing Multimodal Reasoning: From Optimized Cold Start to Staged Reinforcement Learning
    2025/06/04 by Shuang Chen, Y. P. Guo, Chen, Shuang +17 · 20 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  20. Adaptive Proposal Generation Network for Temporal Sentence Localization in Videos
    2021/09/14 by Daizong Liu, Xiaoye Qu, Liu, Daizong +5 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
  21. Jointly Cross- and Self-Modal Graph Attention Network for Query-Based Moment Localization
    2020/08/04 by Liu, Daizong, Qu, Xiaoye, Liu, Xiao-Yang +3 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  22. Fine-grained Iterative Attention Network for TemporalLanguage Localization in Videos
    2020/08/06 by Xiaoye Qu, Pengwei Tang, Qu, Xiaoye +9 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
  23. TREA: Tree-Structure Reasoning Schema for Conversational Recommendation
    2023/07/20 by Wendi Li, Li, Wendi, Wei Wei +11 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Topic Modeling
  24. Scaling Reasoning, Losing Control: Evaluating Instruction Following in Large Reasoning Models
    2025/05/20 by Fu, Tingchen, Gu, Jiawei, Li, Yafu +2 · 11 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  25. Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning?
    2024/06/13 by Zhaochen Su, Jun‐Tao Li, Su, Zhaochen +14 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  26. Look, Compare, Decide: Alleviating Hallucination in Large Vision-Language Models via Multi-View Multi-Path Reasoning
    2024/08/30 by Qu, Xiaoye, Sun, Jiashuo, Wei, Wei +1 · 4 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  27. LLaMA-MoE v2: Exploring Sparsity of LLaMA from Perspective of Mixture-of-Experts with Post-Training
    2024/11/24 by Xiaoye Qu, Daize Dong, Qu, Xiaoye +9 · 5 citations
    Computer Science · #Machine Learning and Algorithms #Computability, Logic, AI Algorithms #Topic Modeling
  28. CLIP-MoE: Towards Building Mixture of Experts for CLIP with Diversified Multiplet Upcycling
    2024/09/28 by Zhang, Jihai, Qu, Xiaoye, Zhu, Tong +1 · 4 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  29. Unified Multi-modal Unsupervised Representation Learning for Skeleton-based Action Understanding
    2023/11/06 by Sun, Shengkai, Liu, Daizong, Dong, Jianfeng +5 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  30. Benchmarking Multimodal Knowledge Conflict for Large Multimodal Models
    2025/05/26 by Yifan Jia, Kailin Jiang, Jia, Yifan +24 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation
  31. On Giant's Shoulders: Effortless Weak to Strong by Dynamic Logits Fusion
    2024/06/17 by Chenghao Fan, Zhenyi Lu, Fan, Chenghao +10 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)
  32. Joint Multi-Facts Reasoning Network For Complex Temporal Question Answering Over Knowledge Graph
    2024/01/04 by Rikui Huang, Huang, Rikui, Wei Wei +9 · 2 citations
    Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Natural Language Processing Techniques
  33. Towards Stabilized and Efficient Diffusion Transformers through Long-Skip-Connections with Spectral Constraints
    2024/11/26 by Chen, Guanjie, Zhao, Xinyu, Zhou, Yucheng +3 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  34. Mitigating Boundary Ambiguity and Inherent Bias for Text Classification in the Era of Large Language Models
    2024/06/11 by Zhenyi Lu, Jie Tian, Lu, Zhenyi +11 · 2 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  35. Progressively Guide to Attend: An Iterative Alignment Framework for Temporal Sentence Grounding
    2021/09/14 by Liu, Daizong, Qu, Xiaoye, Zhou, Pan · 1 citation
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  36. Exploring Motion and Appearance Information for Temporal Sentence Grounding
    2022/01/03 by Liu, Daizong, Qu, Xiaoye, Zhou, Pan +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  37. Delving Deep into Regularity: A Simple but Effective Method for Chinese Named Entity Recognition
    2022/04/12 by Yingjie Gu, Gu, Yingjie, Xiaoye Qu +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  38. SURf: Teaching Large Vision-Language Models to Selectively Utilize Retrieved Information
    2024/09/21 by Jiashuo Sun, Jihai Zhang, Sun, Jiashuo +9 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  39. Speed Always Wins: A Survey on Efficient Architectures for Large Language Models
    2025/08/13 by Sun, Weigao, Hu, Jiaxi, Zhou, Yucheng +12 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  40. A Survey on Arabic Named Entity Recognition: Past, Recent Advances, and Future Trends
    2023/02/07 by Qu, Xiaoye, Gu, Yingjie, Xia, Qingrong +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  41. Learning the Unlearned: Mitigating Feature Suppression in Contrastive Learning
    2024/02/19 by Jihai Zhang, Zhang, Jihai, Lan Xiang +9 · 1 citation
    Social Sciences · #Online and Blended Learning
  42. SATORI-R1: Incentivizing Multimodal Reasoning through Explicit Visual Anchoring
    2025/05/25 by Chu-Long Shen, Shen, Chuming, Wei Wei +5 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  43. Progressive Localization Networks for Language-based Moment Localization
    2021/02/02 by Zheng, Qi, Dong, Jianfeng, Qu, Xiaoye +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  44. Make LoRA Great Again: Boosting LoRA with Adaptive Singular Values and Mixture-of-Experts Optimization Alignment
    2025/02/24 by Chenghao Fan, Zhenyi Lu, Fan, Chenghao +10 · 2 citations
    Computer Science · Medicine · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Artificial Intelligence in Healthcare and Education
  45. Improving Pseudo Labels with Global-Local Denoising Framework for Cross-lingual Named Entity Recognition
    2024/06/03 by Ding, Zhuojun, Wei, Wei, Qu, Xiaoye +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  46. Mitigating Multilingual Hallucination in Large Vision-Language Models
    2024/08/01 by Xiaoye Qu, Mingyang Song, Qu, Xiaoye +7 · 1 citation
    Medicine · Neuroscience · #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Epilepsy research and treatment #FOS: Computer and information sciences
  47. LASP-2: Rethinking Sequence Parallelism for Linear Attention and Its Hybrid
    2025/02/11 by Weigao Sun, Disen Lan, Sun, Weigao +7 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Parallel Computing and Optimization Techniques
  48. Spotlight on Token Perception for Multimodal Reinforcement Learning
    2025/10/10 by Huang, Siyuan, Qu, Xiaoye, Li, Yafu +4 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  49. FrameThinker: Learning to Think with Long Videos via Multi-Turn Frame Spotlighting
    2025/09/29 by He, Zefeng, Qu, Xiaoye, Li, Yafu +3 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  50. Step-level Reward for Free in RL-based T2I Diffusion Model Fine-tuning
    2025/05/25 by Liao, Xinyao, Wei, Wei, Qu, Xiaoye +1 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  51. Diversity-Incentivized Exploration for Versatile Reasoning
    2025/09/30 by Z.-W. Hu, Shilin Zhang, Hu, Zican +16 · 2 citations
    Computer Science · #Logic, Reasoning, and Knowledge #Multi-Agent Systems and Negotiation