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Chen, Xiuying

  1. Large Language Model based Multi-Agents: A Survey of Progress and Challenges
    2024/01/21 by Guo, Taicheng, Chen, Xiuying, Wang, Yaqi +5 · 164 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multiagent Systems (cs.MA)
  2. Lift Yourself Up: Retrieval-augmented Text Generation with Self Memory
    2023/05/03 by Cheng, Xin, Luo, Di, Chen, Xiuying +3 · 11 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  3. A Multi-Agent Conversational Recommender System
    2024/02/02 by Jiabao Fang, Shen Gao, Fang, Jiabao +9 · 12 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Speech and dialogue systems
  4. Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey
    2025/02/15 by Bin Yan, Song, Zirui, Yan, Bin +10 · 16 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  5. Target-aware Abstractive Related Work Generation with Contrastive Learning
    2022/05/26 by Xiuying Chen, Hind Alamro, Chen, Xiuying +11 · 5 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Topic Modeling
  6. Decoding Echo Chambers: LLM-Powered Simulations Revealing Polarization in Social Networks
    2024/09/28 by Chenxi Wang, Z. G. Liu, Wang, Chenxi +5 · 7 citations
    Physics and Astronomy · #Complex Network Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Opinion Dynamics and Social Influence #Social and Information Networks (cs.SI)
  7. SkinGPT-4: An Interactive Dermatology Diagnostic System with Visual Large Language Model
    2023/04/21 by Juexiao Zhou, Zhou, Juexiao, He, Xiaonan +8 · 4 citations
    Medicine · #Cutaneous Melanoma Detection and Management #Autoimmune and Inflammatory Disorders
  8. Hazards in Daily Life? Enabling Robots to Proactively Detect and Resolve Anomalies
    2024/10/16 by Song, Zirui, Ouyang, Guangxian, Fang, Meng +9 · 8 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Robotics (cs.RO)
  9. The Truth Becomes Clearer Through Debate! Multi-Agent Systems with Large Language Models Unmask Fake News
    2025/05/13 by Liu, Yuhan, Liu, Yuxuan, Zhang, Xiaoqing +2 · 11 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
  10. ManipLVM-R1: Reinforcement Learning for Reasoning in Embodied Manipulation with Large Vision-Language Models
    2025/05/22 by Zirui Song, Song, Zirui, Ouyang, Guangxian +22 · 13 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robot Manipulation and Learning #Robotics (cs.RO)
  11. AI-Native Brand Identity: From Visual Recognition to Cryptographic Verification
    2025/06/03 by Xiaoyu Zhang, Lyu, Yougang, Zhang, Xiaoyu +8 · 11 citations
    Computer Science · #Blockchain Technology Applications and Security #IoT and Edge/Fog Computing #Privacy-Preserving Technologies in Data
  12. Learning to Respond with Stickers: A Framework of Unifying Multi-Modality in Multi-Turn Dialog
    2020/03/10 by Shen Gao, Gao, Shen, Xiuying Chen +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Speech and dialogue systems #Topic Modeling
  13. More is not always better? Enhancing Many-Shot In-Context Learning with Differentiated and Reweighting Objectives
    2025/01/07 by Xiaoqing Zhang, Ang Lv, Zhang, Xiaoqing +14 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  14. On the Trustworthiness of Generative Foundation Models: Guideline, Assessment, and Perspective
    2025/02/20 by Huang, Yue, Gao, Chujie, Wu, Siyuan +63 · 8 citations
    #Computers and Society (cs.CY) #FOS: Computer and information sciences
  15. A Cognitive Writing Perspective for Constrained Long-Form Text Generation
    2025/02/18 by Kaiyang Wan, Wan, Kaiyang, Honglin Mu +9 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  16. Shaping the Safety Boundaries: Understanding and Defending Against Jailbreaks in Large Language Models
    2024/12/22 by Lang Gao, Gao, Lang, Xiangliang Zhang +6 · 5 citations
    Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #Digital and Cyber Forensics #Ethics and Social Impacts of AI #FOS: Computer and information sciences
  17. SAGraph: A Large-Scale Social Graph Dataset with Comprehensive Context for Influencer Selection in Marketing
    2024/03/22 by Zhang, Xiaoqing, Liu, Yuhan, Wang, Jianzhou +3 · 3 citations
    #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
  18. Towards Improving Faithfulness in Abstractive Summarization
    2022/10/04 by Xiuying Chen, Mingzhe Li, Chen, Xiuying +5 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  19. Decouple knowledge from parameters for plug-and-play language modeling
    2023/05/19 by Xin Cheng, Cheng, Xin, Yankai Lin +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  20. Towards Personalized Review Summarization by Modeling Historical Reviews from Customer and Product Separately
    2023/01/27 by Cheng, Xin, Gao, Shen, Zhang, Yuchi +5 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  21. The Stepwise Deception: Simulating the Evolution from True News to Fake News with LLM Agents
    2024/10/24 by Yuhan Liu, Zirui Song, Liu, Yuhan +8 · 4 citations
    Computer Science · Social Sciences · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Misinformation and Its Impacts #Social and Information Networks (cs.SI) #Spam and Phishing Detection
  22. Audio Jailbreak: An Open Comprehensive Benchmark for Jailbreaking Large Audio-Language Models
    2025/05/21 by Song, Zirui, Jiang, Qian, Cui, Mingxuan +9 · 7 citations
    #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  23. Path to Medical AGI: Unify Domain-specific Medical LLMs with the Lowest Cost
    2023/06/19 by Zhou, Juexiao, Chen, Xiuying, Gao, Xin · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  24. Interactive Natural Language Processing
    2023/05/22 by Zekun Wang, Wang, Zekun, Ge Zhang +41 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  25. Geolocation with Real Human Gameplay Data: A Large-Scale Dataset and Human-Like Reasoning Framework
    2025/02/19 by Zirui Song, Song, Zirui, Jingpu Yang +15 · 4 citations
    Engineering · Computer Science · #Human Motion and Animation #Multimodal Machine Learning Applications #Human Pose and Action Recognition
  26. AutoBench-V: Can Large Vision-Language Models Benchmark Themselves?
    2024/10/28 by Han Bao, Yue Huang, Bao, Han +13 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  27. MMAC-Copilot: Multi-modal Agent Collaboration Operating Copilot
    2024/04/28 by Zirui Song, Song, Zirui, Yaohang Li +13 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services
  28. Learning to Respond with Your Favorite Stickers: A Framework of Unifying Multi-Modality and User Preference in Multi-Turn Dialog
    2020/11/05 by Gao, Shen, Chen, Xiuying, Liu, Li +2 · 1 citation
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM)
  29. Meaningful Answer Generation of E-Commerce Question-Answering
    2020/11/14 by Gao, Shen, Chen, Xiuying, Ren, Zhaochun +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  30. VMSMO: Learning to Generate Multimodal Summary for Video-based News Articles
    2020/10/12 by Li, Mingzhe, Chen, Xiuying, Gao, Shen +3 · 1 citation
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  31. Keywords and Instances: A Hierarchical Contrastive Learning Framework Unifying Hybrid Granularities for Text Generation
    2022/05/26 by Mingzhe Li, Li, Mingzhe, XieXiong Lin +19 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Topic Modeling #Text and Document Classification Technologies
  32. Beyond Profile: From Surface-Level Facts to Deep Persona Simulation in LLMs
    2025/02/18 by Wang, Zixiao, Zhang, Duzhen, Agrawal, Ishita +3 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  33. CulFiT: A Fine-grained Cultural-aware LLM Training Paradigm via Multilingual Critique Data Synthesis
    2025/05/26 by Feng, Ruixiang, Gao, Shen, Chen, Xiuying +2 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  34. Follow the Timeline! Generating Abstractive and Extractive Timeline Summary in Chronological Order
    2023/01/02 by Chen, Xiuying, Li, Mingzhe, Gao, Shen +5 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  35. Improving the Robustness of Summarization Systems with Dual Augmentation
    2023/06/01 by Chen, Xiuying, Long, Guodong, Tao, Chongyang +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  36. Rethinking Scientific Summarization Evaluation: Grounding Explainable Metrics on Facet-aware Benchmark
    2024/02/22 by Chen, Xiuying, Wang, Tairan, Zhu, Qingqing +5 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  37. Leveraging Professional Radiologists' Expertise to Enhance LLMs' Evaluation for Radiology Reports
    2024/01/29 by Qingqing Zhu, Xiuying Chen, Zhu, Qingqing +15 · 1 citation
    Medicine · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Radiation Dose and Imaging #Radiology practices and education
  38. Multi-Intent Attribute-Aware Text Matching in Searching
    2024/02/12 by Mingzhe Li, Xiuying Chen, Li, Mingzhe +15 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #Data Management and Algorithms #FOS: Computer and information sciences #Web Data Mining and Analysis
  39. Selecting Query-bag as Pseudo Relevance Feedback for Information-seeking Conversations
    2024/03/22 by Zhang, Xiaoqing, Chen, Xiuying, Gao, Shen +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  40. How Well Do Multi-modal LLMs Interpret CT Scans? An Auto-Evaluation Framework for Analyses
    2024/03/08 by Zhu, Qingqing, Hou, Benjamin, Mathai, Tejas S. +7 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  41. Word Form Matters: LLMs' Semantic Reconstruction under Typoglycemia
    2025/03/03 by Chenxi Wang, Tianle Gu, Wang, Chenxi +8 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  42. SocialMaze: A Benchmark for Evaluating Social Reasoning in Large Language Models
    2025/05/29 by Xu Zhang, Xu, Zixiang, Yanbo Wang +29 · 3 citations
    Computer Science · #Hate Speech and Cyberbullying Detection #Topic Modeling #Multimodal Machine Learning Applications
  43. Evaluate Bias without Manual Test Sets: A Concept Representation Perspective for LLMs
    2025/05/21 by Gao, Lang, Wan, Kaiyang, Liu, Wei +6 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  44. A Large-scale Time-aware Agents Simulation for Influencer Selection in Digital Advertising Campaigns
    2024/11/02 by Xiaoqing Zhang, Xiuying Chen, Zhang, Xiaoqing +9 · 1 citation
    Computer Science · Social Sciences · #Artificial Intelligence in Games #Digital Games and Media #Digital Marketing and Social Media #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
  45. Unifying Search and Recommendation with Dual-View Representation Learning in a Generative Paradigm
    2025/04/09 by Zhao, Jujia, Wang, Wenjie, Xu, Chen +3 · 2 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  46. Thinking Before Running! Efficient Code Generation with Thorough Exploration and Optimal Refinement
    2024/12/30 by Xiaoqing Zhang, Yuhan Liu, Zhang, Xiaoqing +9 · 1 citation
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Real-time simulation and control systems #Software Engineering (cs.SE) #Software Testing and Debugging Techniques
  47. MedKGent: A Large Language Model Agent Framework for Constructing Temporally Evolving Medical Knowledge Graph
    2025/08/17 by Duzhen Zhang, Zixiao Wang, Zhang, Duzhen +23 · 1 citation
    #cs.CL #cs.AI
  48. A Fano-Style Accuracy Upper Bound for LLM Single-Pass Reasoning in Multi-Hop QA
    2025/09/25 by Kaiyang Wan, Lang Gao, Wan, Kaiyang +9 · 2 citations
    Computer Science · Engineering · #VLSI and Analog Circuit Testing #Advanced Control Systems Design
  49. DyFlow: Dynamic Workflow Framework for Agentic Reasoning
    2025/09/30 by Wang, Yanbo, Xu, Zixiang, Huang, Yue +9 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  50. Invisible Entropy: Towards Safe and Efficient Low-Entropy LLM Watermarking
    2025/05/20 by Tianle Gu, Zongqi Wang, Gu, Tianle +11 · 1 citation
    Computer Science · Engineering · #Advanced Steganography and Watermarking Techniques #Advancements in Photolithography Techniques #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Low-power high-performance VLSI design
  51. Cross-Lingual Pitfalls: Automatic Probing Cross-Lingual Weakness of Multilingual Large Language Models
    2025/05/24 by Xu, Zixiang, Wang, Yanbo, Huang, Yue +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  52. Adaptive Distraction: Probing LLM Contextual Robustness with Automated Tree Search
    2025/02/03 by Wang, Yanbo, Xu, Zixiang, Huang, Yue +6 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  53. Beyond Survival: Evaluating LLMs in Social Deduction Games with Human-Aligned Strategies
    2025/10/13 by Zirui Song, Song, Zirui, Yuan Huang +16 · 1 citation
    Computer Science · #Artificial Intelligence in Games #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling