vix.ing · top · new · best · stats · spec

Zhuosheng Zhang

  1. Multimodal Chain-of-Thought Reasoning in Language Models
    2023/02/02 by Zhuosheng Zhang, Aston Zhang, Zhang, Zhuosheng +9 · 1 voice · 134 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.CV
  2. Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs
    2024/12/30 by Xingyu Chen, Jiahao Xu, Chen, Xingyu +27 · 2 voices · 118 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL #semigroups and automata theory
  3. Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs
    2025/01/30 by Yue Wang, Wang, Yue, Qiuzhi Liu +27 · 4 voices · 39 citations
    Computer Science · Social Sciences · #Artificial Intelligence in Law #Digital Rights Management and Security #cs.CL
  4. Automatic Chain of Thought Prompting in Large Language Models
    2022/10/07 by Zhuosheng Zhang, Zhang, Zhuosheng, Aston Zhang +5 · 66 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
  5. MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
    2023/11/16 by Xiangru Tang, Tang, Xiangru, Anni Zou +12 · 61 citations
    Computer Science · Medicine · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Biomedical Text Mining and Ontologies
  6. R-Judge: Benchmarking Safety Risk Awareness for LLM Agents
    2024/01/18 by Tongxin Yuan, Zhiwei He, Yuan, Tongxin +21 · 39 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  7. DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning
    2025/04/15 by Zhiwei He, Tian Liang, He, Zhiwei +27 · 71 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Multimodal Machine Learning Applications #Topic Modeling
  8. Is ChatGPT a General-Purpose Natural Language Processing Task Solver?
    2023/02/08 by Chengwei Qin, Aston Zhang, Qin, Chengwei +9 · 23 citations
    Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Natural Language Processing Techniques
  9. You Only Look at Screens: Multimodal Chain-of-Action Agents
    2023/09/20 by Zhuosheng Zhang, Zhang, Zhuosheng, Aston Zhang +1 · 28 citations
    Computer Science · Medicine · #Topic Modeling #AI in Service Interactions #Artificial Intelligence in Healthcare and Education
  10. CoCo-Agent: A Comprehensive Cognitive MLLM Agent for Smartphone GUI Automation
    2024/02/19 by Xinbei Ma, Ma, Xinbei, Zhuosheng Zhang +3 · 17 citations
    Engineering · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimedia Communication and Technology #Robotics and Automated Systems
  11. Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents
    2023/11/20 by Zhuosheng Zhang, Zhang, Zhuosheng, Yao Yao +19 · 14 citations
    Computer Science · #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) #Multiagent Systems (cs.MA) #Natural Language Processing Techniques #Topic Modeling
  12. TrojanRAG: Retrieval-Augmented Generation Can Be Backdoor Driver in Large Language Models
    2024/05/22 by Pengzhou Cheng, Yidong Ding, Cheng, Pengzhou +13 · 13 citations
    Computer Science · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  13. Element-aware Summarization with Large Language Models: Expert-aligned Evaluation and Chain-of-Thought Method
    2023/05/22 by Yiming Wang, Zhuosheng Zhang, Wang, Yiming +3 · 8 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  14. Caution for the Environment: Multimodal LLM Agents are Susceptible to Environmental Distractions
    2024/08/05 by Xinbei Ma, Ma, Xinbei, Yiting Wang +11 · 13 citations
    Computer Science · #Multi-Agent Systems and Negotiation
  15. Sampling-Efficient Test-Time Scaling: Self-Estimating the Best-of-N Sampling in Early Decoding
    2025/03/03 by Yiming Wang, Wang, Yiming, Pei Zhang +11 · 20 citations
    Computer Science · #Network Packet Processing and Optimization #Speech Recognition and Synthesis
  16. Measuring Bargaining Abilities of LLMs: A Benchmark and A Buyer-Enhancement Method
    2024/02/24 by Tian Xia, Xia, Tian, Zhiwei He +11 · 8 citations
    Business, Management and Accounting · Economics, Econometrics and Finance · #Corporate Insolvency and Governance #Merger and Competition Analysis #Outsourcing and Supply Chain Management
  17. Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering
    2026/04/09 by Chenyu Zhou, Huacan Chai, Wenteng Chen +18 · 4 voices · 5 citations
    #cs.SE #cs.MA
  18. Learning Better Masking for Better Language Model Pre-training
    2022/08/23 by Dongjie Yang, Zhuosheng Zhang, Yang, Dongjie +3 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  19. Self-Prompting Large Language Models for Zero-Shot Open-Domain QA
    2022/12/16 by Junlong Li, Li, Junlong, Zhuosheng Zhang +4 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  20. Structured Chemistry Reasoning with Large Language Models
    2023/11/16 by Siru Ouyang, Ouyang, Siru, Zhuosheng Zhang +10 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
  21. Topic-Aware Multi-turn Dialogue Modeling
    2020/09/26 by Yi Xu, Xu, Yi, Hai Zhao +3 · 2 citations
    Computer Science · #Topic Modeling #Speech and dialogue systems #Natural Language Processing Techniques
  22. Machine Reading Comprehension: The Role of Contextualized Language Models and Beyond
    2020/05/13 by Zhuosheng Zhang, Zhang, Zhuosheng, Hai Zhao +3 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  23. Dynamic Planning for LLM-based Graphical User Interface Automation
    2024/10/01 by Shaoqing Zhang, Zhang, Shaoqing, Zhuosheng Zhang +11 · 4 citations
    Computer Science · Engineering · #Advanced Manufacturing and Logistics Optimization #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Robotic Path Planning Algorithms #Robotics and Automated Systems
  24. OS-Kairos: Adaptive Interaction for MLLM-Powered GUI Agents
    2025/02/26 by Pengzhou Cheng, Zheng Wu, Cheng, Pengzhou +9 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Mobile Agent-Based Network Management #Multi-Agent Systems and Negotiation #Speech and dialogue systems
  25. Multi-turn Dialogue Comprehension from a Topic-aware Perspective
    2023/09/18 by Xinbei Ma, Ma, Xinbei, Yi Xu +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
  26. Plan-over-Graph: Towards Parallelable LLM Agent Schedule
    2025/02/20 by Shiqi Zhang, Zhang, Shiqi, Xinbei Ma +7 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Semantic Web and Ontologies
  27. GuideBench: Benchmarking Domain-Oriented Guideline Following for LLM Agents
    2025/05/16 by Lingxiao Diao, X. X. Xu, Diao, Lingxiao +6 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  28. Dialogue Graph Modeling for Conversational Machine Reading
    2020/12/29 by Siru Ouyang, Ouyang, Siru, Zhuosheng Zhang +3 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Graph Neural Networks
  29. Enhanced Speaker-aware Multi-party Multi-turn Dialogue Comprehension
    2021/09/09 by Xinbei Ma, Ma, Xinbei, Zhuosheng Zhang +3 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  30. Dual Co-Matching Network for Multi-choice Reading Comprehension
    2019/01/27 by Shuailiang Zhang, Zhang, Shuailiang, Hai Zhao +9 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Graph Neural Networks
  31. Look Before You Leap: Enhancing Attention and Vigilance Regarding Harmful Content with GuidelineLLM
    2024/12/10 by Shaoqing Zhang, Zhang, Shaoqing, Zhuosheng Zhang +11 · 2 citations
    Medicine · Computer Science · #Cardiac Arrest and Resuscitation #Adversarial Robustness in Machine Learning #Intelligent Tutoring Systems and Adaptive Learning
  32. Gracefully Filtering Backdoor Samples for Generative Large Language Models without Retraining
    2024/12/03 by Zongru Wu, Wu, Zongru, Pengzhou Cheng +7 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  33. How Deep is Love in LLMs' Hearts? Exploring Semantic Size in Human-like Cognition
    2025/03/01 by Yao Yao, Yifei Yang, Yao, Yao +11 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
  34. NSmark: Null Space Based Black-box Watermarking Defense Framework for Language Models
    2024/10/16 by Haodong Zhao, Zhao, Haodong, Jinming Hu +14 · 2 citations
    Computer Science · #Advanced Steganography and Watermarking Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  35. DeepTheorem: Advancing LLM Reasoning for Theorem Proving Through Natural Language and Reinforcement Learning
    2025/05/29 by Ziyin Zhang, Jiahao Xu, Zhang, Ziyin +23 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic, programming, and type systems #Multi-Agent Systems and Negotiation #Software Engineering Research
  36. Atomic-to-Compositional Generalization for Mobile Agents with A New Benchmark and Scheduling System
    2025/06/10 by Yuan Guo, Guo, Yuan, Miao, Tingjia +8 · 5 citations
    Computer Science · Engineering · #Big Data and Digital Economy #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Software System Performance and Reliability
  37. GEM: Gaussian Embedding Modeling for Out-of-Distribution Detection in GUI Agents
    2025/05/19 by Zheng Wu, Pengzhou Cheng, Wu, Zheng +7 · 4 citations
    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  38. Smoothing Grounding and Reasoning for MLLM-Powered GUI Agents with Query-Oriented Pivot Tasks
    2025/03/01 by Zongru Wu, Pengzhou Cheng, Wu, Zongru +9 · 3 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Robotic Path Planning Algorithms #Robotics and Automated Systems
  39. Would You Walk to the Car Wash? Revealing the Salience Bias of Large Language Models in Commonsense Reasoning
    2026/07/30 by Zheng Wu, Chenhao Xue, Shijie Zheng +3
    Computer Science · #cs.CL
  40. Beyond a Single Judge: Simulating Social Persona Panels for Generative UI Evaluation
    2026/07/30 by Zheng Wu, Yibo Luo, Pu Zhang +2
    Computer Science · #cs.CL