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Kang Liu

  1. Large Language Models are Better Reasoners with Self-Verification
    2022/12/19 by Yixuan Weng, Minjun Zhu, Weng, Yixuan +11 · 56 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  2. Tug-of-War Between Knowledge: Exploring and Resolving Knowledge Conflicts in Retrieval-Augmented Language Models
    2024/02/22 by Zhuoran Jin, Pengfei Cao, Jin, Zhuoran +13 · 17 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
  3. Generate-on-Graph: Treat LLM as both Agent and KG in Incomplete Knowledge Graph Question Answering
    2024/04/23 by Xu Yao, Xu, Yao, Shizhu He +13 · 17 citations
    Computer Science · #Semantic Web and Ontologies #Topic Modeling #Advanced Graph Neural Networks
  4. RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models
    2024/06/16 by Zhuoran Jin, Pengfei Cao, Jin, Zhuoran +15 · 18 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  5. BrainSegFounder: Towards 3D Foundation Models for Neuroimage Segmentation
    2024/06/14 by J. Charles Cox, Peng Liu, Cox, Joseph +13 · 14 citations
    Computer Science · Neuroscience · #AI in cancer detection #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Neurons and Cognition (q-bio.NC) #electronic engineering #information engineering
  6. MoELoRA: Contrastive Learning Guided Mixture of Experts on Parameter-Efficient Fine-Tuning for Large Language Models
    2024/02/20 by Tongxu Luo, Jiahe Lei, Luo, Tongxu +11 · 11 citations
    Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Topic Modeling
  7. Efficient Multi-scale Network with Learnable Discrete Wavelet Transform for Blind Motion Deblurring
    2023/12/29 by Xin Gao, Tianheng Qiu, Gao, Xin +15 · 6 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Image Processing Techniques and Applications #Image and Signal Denoising Methods
  8. LongReason: A Synthetic Long-Context Reasoning Benchmark via Context Expansion
    2025/01/25 by Zhan Ling, Kang Liu, Ling, Zhan +15 · 11 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Recommender Systems and Techniques
  9. Journey to the Center of the Knowledge Neurons: Discoveries of Language-Independent Knowledge Neurons and Degenerate Knowledge Neurons
    2023/08/25 by Yuheng Chen, Chen, Yuheng, Pengfei Cao +7 · 5 citations
    Computer Science · Materials Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Natural Language Processing Techniques #Topic Modeling
  10. Focus on Your Question! Interpreting and Mitigating Toxic CoT Problems in Commonsense Reasoning
    2024/02/28 by Jiachun Li, Pengfei Cao, Li, Jiachun +13 · 5 citations
    Computer Science · Engineering · #Software Engineering Research #Safety Systems Engineering in Autonomy #Software Reliability and Analysis Research
  11. MMHQA-ICL: Multimodal In-context Learning for Hybrid Question Answering over Text, Tables and Images
    2023/09/09 by Weihao Liu, Fangyu Lei, Liu, Weihao +11 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  12. Embedding-based Retrieval with LLM for Effective Agriculture Information Extracting from Unstructured Data
    2023/08/06 by Ruoling Peng, Kang Liu, Peng, Ruoling +7 · 4 citations
    Agricultural and Biological Sciences · Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Smart Agriculture and AI
  13. Neural-Symbolic Collaborative Distillation: Advancing Small Language Models for Complex Reasoning Tasks
    2024/09/20 by Huanxuan Liao, Shizhu He, Liao, Huanxuan +9 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Topic Modeling
  14. Large Language Models as Foundations for Next-Gen Dense Retrieval: A Comprehensive Empirical Assessment
    2024/08/22 by Kun Luo, Luo, Kun, Minghao Qin +9 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  15. RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment
    2024/12/18 by Zhuoran Jin, Hongbang Yuan, Jin, Zhuoran +11 · 7 citations
    Computer Science · #Recommender Systems and Techniques
  16. Large Language Models for Planning: A Comprehensive and Systematic Survey
    2025/05/26 by Pengfei Cao, Tianyi Men, Cao, Pengfei +16 · 13 citations
    Social Sciences · Engineering · #Geographic Information Systems Studies #Smart Cities and Technologies
  17. WTU-EVAL: A Whether-or-Not Tool Usage Evaluation Benchmark for Large Language Models
    2024/07/02 by Yisong Su, Ning, Kangyun, Su, Yisong +10 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  18. MenatQA: A New Dataset for Testing the Temporal Comprehension and Reasoning Abilities of Large Language Models
    2023/10/08 by Yifan Wei, Yisong Su, Wei, Yifan +13 · 3 citations
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  19. Virtual Width Networks
    2025/11/14 by Seed, Baisheng Li, Banggu Wu +250 · 2 voices
    Computer Science · #Advanced Neural Network Applications #Generative Adversarial Networks and Image Synthesis #Stochastic Gradient Optimization Techniques #cs.AI #cs.LG
  20. Beyond Instruction Following: Evaluating Inferential Rule Following of Large Language Models
    2024/07/11 by Wangtao Sun, Sun, Wangtao, Chenxiang Zhang +16 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  21. Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent
    2025/05/12 by Ziyang Huang, Huang, Ziyang, Xiaowei Yuan +7 · 10 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Information Retrieval and Search Behavior
  22. Structural Entities Extraction and Patient Indications Incorporation for Chest X-ray Report Generation
    2024/05/23 by Kang Liu, Zhuoqi Ma, Liu, Kang +13 · 4 citations
    Computer Science · Medicine · Social Sciences · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #Diverse Approaches in Healthcare and Education Studies #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  23. Awakening Augmented Generation: Learning to Awaken Internal Knowledge of Large Language Models for Question Answering
    2024/03/22 by Huanxuan Liao, Shizhu He, Liao, Huanxuan +11 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Speech and dialogue systems #Topic Modeling
  24. Unlocking the Future: Exploring Look-Ahead Planning Mechanistic Interpretability in Large Language Models
    2024/06/23 by Tianyi Men, Men, Tianyi, Pengfei Cao +9 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  25. A first-in-human application of OPM-MEG for localizing motor activity area: Compared to functional MRI
    2024/11/27 by Tai Sun, Xiaohan Chi, Yuming Peng +6 · 1 voice · 3 citations
    Physics and Astronomy · Medicine · Neuroscience · #Atomic and Subatomic Physics Research #Advanced MRI Techniques and Applications #Transcranial Magnetic Stimulation Studies
  26. Mastering Symbolic Operations: Augmenting Language Models with Compiled Neural Networks
    2023/04/04 by Yixuan Weng, Weng, Yixuan, Minjun Zhu +11 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  27. Scaling Long-Horizon LLM Agent via Context-Folding
    2025/10/13 by Weiwei Sun, Sun, Weiwei, Miao Lu +10 · 11 citations
    Computer Science · Decision Sciences · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Modular Robots and Swarm Intelligence #Scientific Computing and Data Management #Software Testing and Debugging Techniques
  28. GAMED: Knowledge Adaptive Multi-Experts Decoupling for Multimodal Fake News Detection
    2024/12/11 by Lingzhi Shen, Yunfei Long, Shen, Lingzhi +10 · 6 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Misinformation and Its Impacts #Spam and Phishing Detection #Topic Modeling
  29. DATA: Decomposed Attention-based Task Adaptation for Rehearsal-Free Continual Learning
    2025/02/17 by Huanxuan Liao, Liao, Huanxuan, Shizhu He +6 · 4 citations
    Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #Analog and Mixed-Signal Circuit Design #Neural Networks and Applications
  30. Overview of the CCKS 2019 Knowledge Graph Evaluation Track: Entity, Relation, Event and QA
    2020/03/09 by Xianpei Han, Zhichun Wang, Han, Xianpei +47 · 1 citation
    Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Topic Modeling #Data Quality and Management
  31. From Instance Training to Instruction Learning: Task Adapters Generation from Instructions
    2024/06/18 by Huanxuan Liao, Liao, Huanxuan, Shizhu He +13 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics
  32. Reasoning-Table: Exploring Reinforcement Learning for Table Reasoning
    2025/06/02 by Fangyu Lei, Lei, Fangyu, Meng, Jinxiang +12 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering Research
  33. Lifelong Intent Detection via Multi-Strategy Rebalancing
    2021/08/10 by Qingbin Liu, Xiaoyan Yu, Liu, Qingbin +7 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Computation and Language (cs.CL) #Data Stream Mining Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  34. SKIntern: Internalizing Symbolic Knowledge for Distilling Better CoT Capabilities into Small Language Models
    2024/09/20 by Huanxuan Liao, Shizhu He, Liao, Huanxuan +10 · 3 citations
    Computer Science · #Topic Modeling
  35. Logic Traps in Evaluating Attribution Scores
    2021/09/12 by Yiming Ju, Yuanzhe Zhang, Ju, Yiming +9 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  36. Agent-RewardBench: Towards a Unified Benchmark for Reward Modeling across Perception, Planning, and Safety in Real-World Multimodal Agents
    2025/06/26 by Tianyi Men, Zhuoran Jin, Men, Tianyi +9 · 5 citations
    Computer Science · Psychology · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Automation Interaction and Safety #Multi-Agent Systems and Negotiation
  37. Answering Numerical Reasoning Questions in Table-Text Hybrid Contents with Graph-based Encoder and Tree-based Decoder
    2022/09/16 by Fangyu Lei, Lei, Fangyu, Shizhu He +7 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  38. Scaling LLM Multi-turn RL with End-to-end Summarization-based Context Management
    2025/10/08 by Lu Miao, Weiwei Sun, Lu, Miao +10 · 6 citations
    Computer Science · #Advanced Computational Techniques and Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies
  39. MMR-V: What's Left Unsaid? A Benchmark for Multimodal Deep Reasoning in Videos
    2025/06/04 by Kejian Zhu, Zhu, Kejian, Zhuoran Jin +15 · 6 citations
    Computer Science · #Multimodal Machine Learning Applications #Explainable Artificial Intelligence (XAI) #Topic Modeling
  40. CITI: Enhancing Tool Utilizing Ability in Large Language Models without Sacrificing General Performance
    2024/09/20 by Yupu Hao, Hao, Yupu, Pengfei Cao +11 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  41. S3HQA: A Three-Stage Approach for Multi-hop Text-Table Hybrid Question Answering
    2023/05/19 by Fangyu Lei, Xiang Li, Lei, Fangyu +11 · 1 citation
    Computer Science · #Topic Modeling #Expert finding and Q&A systems #Multimodal Machine Learning Applications
  42. ZhuJiu: A Multi-dimensional, Multi-faceted Chinese Benchmark for Large Language Models
    2023/08/28 by Baoli Zhang, Haining Xie, Zhang, Baoli +15 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  43. Assessing Knowledge Editing in Language Models via Relation Perspective
    2023/11/15 by Yifan Wei, Xiaoyan Yu, Wei, Yifan +11 · 1 citation
    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
  44. A mesh-independent method for second-order potential mean field games
    2023/10/30 by Kang Liu, Liu, Kang, Laurent Pfeiffer +1 · 1 citation
    Medicine · Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #FOS: Mathematics #Mathematical and Theoretical Epidemiology and Ecology Models #Optimization and Control (math.OC)
  45. OncoGPT: A Medical Conversational Model Tailored with Oncology Domain Expertise on a Large Language Model Meta-AI (LLaMA)
    2024/02/26 by Fujian Jia, Jia, Fujian, Xin Liu +15 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
  46. From Chain to Tree: Refining Chain-like Rules into Tree-like Rules on Knowledge Graphs
    2024/03/08 by Wangtao Sun, Shizhu He, Sun, Wangtao +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Semantic Web and Ontologies
  47. ItD: Large Language Models Can Teach Themselves Induction through Deduction
    2024/03/09 by Wangtao Sun, Sun, Wangtao, Haotian Xu +11 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  48. Continual Few-shot Event Detection via Hierarchical Augmentation Networks
    2024/03/26 by Chenlong Zhang, Zhang, Chenlong, Pengfei Cao +11 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Seismology and Earthquake Studies
  49. A Troublemaker with Contagious Jailbreak Makes Chaos in Honest Towns
    2024/10/21 by Tianyi Men, Men, Tianyi, Pengfei Cao +9 · 1 citation
    Social Sciences · #Computation and Language (cs.CL) #Crime Patterns and Interventions #Crime, Illicit Activities, and Governance #FOS: Computer and information sciences
  50. Does RAG Really Perform Bad For Long-Context Processing?
    2025/02/17 by Kun Luo, Zheng Liu, Luo, Kun +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Neural Networks and Applications #Topic Modeling
  51. CogMG: Collaborative Augmentation Between Large Language Model and Knowledge Graph
    2024/06/25 by Tong Zhou, Yubo Chen, Zhou, Tong +5 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Semantic Web and Ontologies
  52. TSC: A Simple Two-Sided Constraint against Over-Smoothing
    2024/08/06 by Furong Peng, Kang Liu, Peng, Furong +9 · 1 citation
    Computer Science · #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG)
  53. Improve Rule Retrieval and Reasoning with Self-Induction and Relevance ReEstimate
    2025/05/16 by Ziyang Huang, Huang, Ziyang, Jun Zhao +4 · 2 citations
    Computer Science · #Information Retrieval and Search Behavior #Data Mining Algorithms and Applications #Topic Modeling
  54. Denoising and Adaptive Online Vertical Federated Learning for Sequential Multi-Sensor Data in Industrial Internet of Things
    2025/01/03 by Heqiang Wang, Xiaoxiong Zhong, Wang, Heqiang +7 · 2 citations
    Computer Science · Social Sciences · #Advanced Computing and Algorithms #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)
  55. Mean field optimization problems: stability results and Lagrangian discretization
    2023/10/30 by Kang Liu, Liu, Kang, Laurent Pfeiffer +1 · 1 citation
    Economics, Econometrics and Finance · Mathematics · #FOS: Mathematics #Financial Risk and Volatility Modeling #Optimization and Control (math.OC) #Statistical Distribution Estimation and Applications #Stochastic processes and financial applications
  56. AREX: Towards a Recursively Self-Improving Agent for Deep Research
    2026/07/23 by Shuqi Lu, Chaofan Li, Kun Luo +21 · 2 voices
    #cs.AI
  57. MemTools: A Unified Research Framework for Interoperable Agent Memory
    2026/07/23 by Chengfeng Zhao, Jinhui Chen, Sirui Liang +4
    #cs.CL
  58. Trace-Based On-Policy Distillation for Masked Diffusion Language Models
    2026/07/18 by Haolin Ren, Ziyang Huang, Chenhao Yuan +2
    #cs.CL #cs.AI #cs.LG
  59. The Physics of Multi-Turn Long-Horizon Planning: From Pre-training to Post-training via Single- and Multi-Teacher On-Policy Agentic Distillation
    2026/07/27 by Tianyi Men, Zhuoran Jin, Kang Liu +1
    #cs.CL #cs.AI #cs.LG