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Pang, Liang

  1. SetRank: Learning a Permutation-Invariant Ranking Model for Information Retrieval
    2019/12/12 by Liang Pang, Jun Xu, Pang, Liang +9 · 11 citations
    Computer Science · #Data Management and Algorithms #Information Retrieval and Search Behavior #Topic Modeling
  2. Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive Tasks
    2023/04/28 by Shicheng Xu, Xu, Shicheng, Liang Pang +7 · 18 citations
    Decision Sciences · Computer Science · #Data Quality and Management #Topic Modeling
  3. HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data
    2023/11/22 by Qifan Yu, Juncheng Li, Yu, Qifan +15 · 16 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences #Image and Video Quality Assessment #Psychedelics and Drug Studies
  4. Text Matching as Image Recognition
    2016/02/20 by Liang Pang, Pang, Liang, Yanyan Lan +9 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  5. A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment
    2025/04/22 by Kun Wang, Guibin Zhang, Wang, Kun +193 · 30 citations
    Computer Science · Health Professions · Medicine · #Adversarial Robustness in Machine Learning #Occupational Health and Safety Research #Artificial Intelligence in Healthcare and Education
  6. Can Small Language Models be Good Reasoners for Sequential Recommendation?
    2024/03/07 by Wang, Yuling, Tian, Changxin, Hu, Binbin +6 · 9 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  7. Transformation Driven Visual Reasoning
    2020/11/26 by Hong, Xin, Lan, Yanyan, Pang, Liang +2 · 5 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  8. Rowen: Adaptive Retrieval-Augmented Generation for Hallucination Mitigation in LLMs
    2024/02/16 by Hanxing Ding, Liang Pang, Ding, Hanxing +7 · 8 citations
    Computer Science · Medicine · #Computation and Language (cs.CL) #Epilepsy research and treatment #FOS: Computer and information sciences #Machine Learning in Healthcare #Tuberculosis Research and Epidemiology
  9. A Deep Look into Neural Ranking Models for Information Retrieval
    2019/03/16 by Guo, Jiafeng, Fan, Yixing, Pang, Liang +6 · 3 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  10. LLMDet: A Third Party Large Language Models Generated Text Detection Tool
    2023/05/24 by Kangxi Wu, Liang Pang, Wu, Kangxi +7 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  11. Robust Reinforcement Learning with Wasserstein Constraint
    2020/06/01 by Linfang Hou, Hou, Linfang, Liang Pang +9 · 3 citations
    Computer Science · Decision Sciences · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Probabilistic and Robust Engineering Design #Reinforcement Learning in Robotics
  12. Cross-Modal Safety Mechanism Transfer in Large Vision-Language Models
    2024/10/16 by Shicheng Xu, Liang Pang, Xu, Shicheng +7 · 8 citations
    Decision Sciences · Computer Science · Engineering · #Risk and Safety Analysis #Topic Modeling #Advanced Data Processing Techniques
  13. Invisible Relevance Bias: Text-Image Retrieval Models Prefer AI-Generated Images
    2023/11/23 by Shicheng Xu, Danyang Hou, Xu, Shicheng +11 · 5 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  14. Match-SRNN: Modeling the Recursive Matching Structure with Spatial RNN
    2016/04/15 by Wan, Shengxian, Lan, Yanyan, Xu, Jun +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  15. Do LLMs Play Dice? Exploring Probability Distribution Sampling in Large Language Models for Behavioral Simulation
    2024/04/13 by Jia Gu, Liang Pang, Gu, Jia +5 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  16. Think Before You Speak: Cultivating Communication Skills of Large Language Models via Inner Monologue
    2023/11/13 by Junkai Zhou, Zhou, Junkai, Liang Pang +5 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  17. Thermal-NeRF: Neural Radiance Fields from an Infrared Camera
    2024/03/15 by Tianxiang Ye, Qi Wu, Ye, Tianxiang +15 · 3 citations
    Medicine · Engineering · #Ocular and Laser Science Research #Infrared Target Detection Methodologies #Infrared Thermography in Medicine
  18. Exploring the Escalation of Source Bias in User, Data, and Recommender System Feedback Loop
    2024/05/28 by Yuqi Zhou, Sunhao Dai, Zhou, Yuqi +11 · 3 citations
    Computer Science · Decision Sciences · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Stream Mining Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Stock Market Forecasting Methods
  19. Following the Autoregressive Nature of LLM Embeddings via Compression and Alignment
    2025/02/17 by Jingcheng Deng, Deng, Jingcheng, Zhong‐Tao Jiang +13 · 6 citations
    Computer Science · #Algorithms and Data Compression #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #semigroups and automata theory
  20. A Survey of Generative Search and Recommendation in the Era of Large Language Models
    2024/04/25 by Li, Yongqi, Lin, Xinyu, Wang, Wenjie +6 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  21. Fact :Teaching MLLMs with Faithful, Concise and Transferable Rationales
    2024/04/17 by Minghe Gao, Shuang Chen, Gao, Minghe +17 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques
  22. MacLaSa: Multi-Aspect Controllable Text Generation via Efficient Sampling from Compact Latent Space
    2023/05/22 by Ding, Hanxing, Pang, Liang, Wei, Zihao +3 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  23. SimOAP: Improve Coherence and Consistency in Persona-based Dialogue Generation via Over-sampling and Post-evaluation
    2023/05/18 by Zhou, Junkai, Pang, Liang, Shen, Huawei +1 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  24. A Deep Architecture for Semantic Matching with Multiple Positional Sentence Representations
    2015/11/26 by Wan, Shengxian, Lan, Yanyan, Guo, Jiafeng +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
  25. RegaVAE: A Retrieval-Augmented Gaussian Mixture Variational Auto-Encoder for Language Modeling
    2023/10/16 by Deng, Jingcheng, Pang, Liang, Shen, Huawei +1 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  26. Beyond Memorization: The Challenge of Random Memory Access in Language Models
    2024/03/12 by Zhu, Tongyao, Liu, Qian, Pang, Liang +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  27. Everything is Editable: Extend Knowledge Editing to Unstructured Data in Large Language Models
    2024/05/24 by Jingcheng Deng, Deng, Jingcheng, Zihao Wei +9 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  28. LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph
    2025/04/04 by Ao, Tu, Yu, Yanhua, Wang, Yuling +7 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  29. Modeling Relevance Ranking under the Pre-training and Fine-tuning Paradigm
    2021/08/12 by Bo, Lin, Pang, Liang, Wang, Gang +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  30. Adaptive Information Seeking for Open-Domain Question Answering
    2021/09/14 by Zhu, Yunchang, Pang, Liang, Lan, Yanyan +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  31. Stable Knowledge Editing in Large Language Models
    2024/02/20 by Wei, Zihao, Pang, Liang, Ding, Hanxing +3 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  32. Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents Integration
    2024/05/26 by Sunhao Dai, Dai, Sunhao, Weihao Liu +15 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Semantic Web and Ontologies
  33. MaFeRw: Query Rewriting with Multi-Aspect Feedbacks for Retrieval-Augmented Large Language Models
    2024/08/30 by Yujing Wang, Hainan Zhang, Wang, Yujing +8 · 2 citations
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  34. ToolCoder: A Systematic Code-Empowered Tool Learning Framework for Large Language Models
    2025/02/17 by Hanxing Ding, Shuchang Tao, Ding, Hanxing +13 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Semantic Web and Ontologies
  35. SCTc-TE: A Comprehensive Formulation and Benchmark for Temporal Event Forecasting
    2023/12/02 by Yunshan Ma, Ma, Yunshan, Chenchen Ye +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #H.3.0 #Information Retrieval (cs.IR) #Time Series Analysis and Forecasting
  36. BERM: Training the Balanced and Extractable Representation for Matching to Improve Generalization Ability of Dense Retrieval
    2023/05/18 by Xu, Shicheng, Pang, Liang, Shen, Huawei +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  37. Visual Transformation Telling
    2023/05/03 by Xin Hong, Cui, Wanqing, Hong, Xin +8 · 1 citation
    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
  38. LLM Latent Reasoning as Chain of Superposition
    2025/10/17 by Jingcheng Deng, Liang Pang, Deng, Jingcheng +14 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  39. De-fine: Decomposing and Refining Visual Programs with Auto-Feedback
    2023/11/21 by Minghe Gao, Gao, Minghe, Juncheng Li +14 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Online Learning and Analytics #Software Engineering Research
  40. A Study of Implicit Ranking Unfairness in Large Language Models
    2023/11/13 by Xu, Chen, Wang, Wenjie, Li, Yuxin +3 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  41. Improving Video Corpus Moment Retrieval with Partial Relevance Enhancement
    2024/02/21 by Danyang Hou, Hou, Danyang, Liang Pang +5 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Video Analysis and Summarization
  42. Knowledge Boundary and Persona Dynamic Shape A Better Social Media Agent
    2024/03/28 by Zhou, Junkai, Pang, Liang, Jing, Ya +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  43. List-aware Reranking-Truncation Joint Model for Search and Retrieval-augmented Generation
    2024/02/05 by Xu, Shicheng, Pang, Liang, Xu, Jun +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  44. Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation
    2024/02/28 by Xu, Shicheng, Pang, Liang, Yu, Mo +4 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  45. Perplexity Trap: PLM-Based Retrievers Overrate Low Perplexity Documents
    2025/03/11 by Wang, Haoyu, Dai, Sunhao, Zhao, Haiyuan +6 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  46. Plot Retrieval as an Assessment of Abstract Semantic Association
    2023/11/03 by Shicheng Xu, Xu, Shicheng, Liang Pang +13 · 1 citation
    Computer Science · #Topic Modeling #Advanced Text Analysis Techniques #Information Retrieval and Search Behavior
  47. Continual Match Based Training in Pommerman: Technical Report
    2018/12/18 by Peng Peng, Liang Pang, Peng, Peng +5 · 1 citation
    Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning in Healthcare #Memory Processes and Influences
  48. AdaComp: Extractive Context Compression with Adaptive Predictor for Retrieval-Augmented Large Language Models
    2024/09/03 by Q. Zhang, Hainan Zhang, Zhang, Qianchi +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Recommender Systems and Techniques #Topic Modeling
  49. Distilling the Implicit Multi-Branch Structure in LLMs' Reasoning via Reinforcement Learning
    2025/05/22 by Xu, Shicheng, Pang, Liang, Zhu, Yunchang +6 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences