Huan Sun
- Grokked Transformers are Implicit Reasoners: A Mechanistic Journey to the Edge of Generalization
2024/05/23 by Boshi Wang, Wang, Boshi, Xiang Yue +5 · 3 voices · 19 citations
Computer Science · #Evolutionary Algorithms and Applications #Neural Networks and Applications #Semantic Web and Ontologies
- MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI
2023/11/27 by Xiang Yue, Yue, Xiang, Yuansheng Ni +41 · 448 citations
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Natural Language Processing Techniques
- Mind2Web: Towards a Generalist Agent for the Web
2023/06/09 by Xiang Deng, 裕二 池谷, Deng, Xiang +13 · 209 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #AI in Service Interactions
- Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems
2025/03/31 by Bang Liu, Xinfeng Li, Liu, Bang +95 · 13 voices · 36 citations
Computer Science · #Reinforcement Learning in Robotics
- AgentBench: Evaluating LLMs as Agents
2023/08/07 by Xiao Liu, Liu, Xiao, Hao Yu +41 · 139 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing
2023/06/16 by Kai Zhang, Lingbo Mo, Zhang, Kai +7 · 129 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
- GPT-4V(ision) is a Generalist Web Agent, if Grounded
2024/01/03 by Boyuan Zheng, Boyu Gou, Zheng, Boyuan +7 · 1 voice · 86 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.CV #cs.IR
- Is Your LLM Secretly a World Model of the Internet? Model-Based Planning for Web Agents
2024/11/10 by Yu Gu, 裕二 池谷, Gu, Yu +23 · 3 voices · 26 citations
Computer Science · #Multi-Agent Systems and Negotiation #Digital Rights Management and Security #Mobile Agent-Based Network Management
- Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents
2024/10/07 by Boyu Gou, Ruohan Wang, Gou, Boyu +13 · 100 citations
Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Social Robot Interaction and HRI #Speech and dialogue systems
- Evaluating Large Language Models in Scientific Discovery
2025/12/17 by Zhangde Song, Song, Zhangde, Jieyu Lu +109 · 18 voices · 2 citations
Materials Science · Medicine · Social Sciences · #Machine Learning in Materials Science #Artificial Intelligence in Healthcare and Education #Computational and Text Analysis Methods
- Holistic Agent Leaderboard: The Missing Infrastructure for AI Agent Evaluation
2025/10/13 by Sayash Kapoor, Benedikt Stroebl, Kapoor, Sayash +63 · 3 voices · 9 citations
Computer Science · #Multi-Agent Systems and Negotiation
- AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs
2024/10/03 by Xiaogeng Liu, Liu, Xiaogeng, Peiran Li +17 · 44 citations
Computer Science · #Digital and Cyber Forensics #Cybercrime and Law Enforcement Studies #Advanced Malware Detection Techniques
- TableLlama: Towards Open Large Generalist Models for Tables
2023/11/15 by Tianshu Zhang, Zhang, Tianshu, Xiang Yue +5 · 28 citations
Computer Science · Decision Sciences · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences #Topic Modeling
- Can ChatGPT Defend its Belief in Truth? Evaluating LLM Reasoning via Debate
2023/05/22 by Boshi Wang, Wang, Boshi, Xiang Yue +3 · 24 citations
Computer Science · Engineering · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Topic Modeling
- EIA: Environmental Injection Attack on Generalist Web Agents for Privacy Leakage
2024/09/17 by Zeyi Liao, Liao, Zeyi, Lingbo Mo +15 · 34 citations
Computer Science · Social Sciences · #Network Security and Intrusion Detection #Access Control and Trust #Spam and Phishing Detection
- AmpleGCG: Learning a Universal and Transferable Generative Model of Adversarial Suffixes for Jailbreaking Both Open and Closed LLMs
2024/04/11 by Zeyi Liao, Liao, Zeyi, Huan Sun +1 · 27 citations
Computer Science · #Adversarial Robustness in Machine Learning
- ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery
2024/10/07 by Ziru Chen, Shijie Chen, Chen, Ziru +35 · 26 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Natural Language Processing Techniques #Biomedical Text Mining and Ontologies
- Synthetic Text Generation with Differential Privacy: A Simple and Practical Recipe
2022/10/25 by Xiang Yue, Yue, Xiang, Huseyin A. Inan +14 · 14 citations
Computer Science · #Privacy-Preserving Technologies in Data #Digital and Cyber Forensics
- LlaSMol: Advancing Large Language Models for Chemistry with a Large-Scale, Comprehensive, High-Quality Instruction Tuning Dataset
2024/02/14 by YU Bo-tao, Frazier N. Baker, Yu, Botao +7 · 19 citations
Computer Science · #Topic Modeling
- Multitask Prompt Tuning Enables Parameter-Efficient Transfer Learning
2023/03/06 by Zhen Wang, Wang, Zhen, Rameswar Panda +9 · 13 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- eCeLLM: Generalizing Large Language Models for E-commerce from Large-scale, High-quality Instruction Data
2024/02/13 by Bo Peng, Peng, Bo, Xinyi Ling +6 · 15 citations
Computer Science · #Recommender Systems and Techniques #Mathematics, Computing, and Information Processing #Semantic Web and Ontologies
- An Illusion of Progress? Assessing the Current State of Web Agents
2025/04/02 by Xue, Tianci, Weijian Qi, Tingyan Shi +11 · 31 citations
Computer Science · #AI in Service Interactions #Web Data Mining and Analysis #Recommender Systems and Techniques
- Text-to-SQL Error Correction with Language Models of Code
2023/05/22 by Ziru Chen, Shijie Chen, Chen, Ziru +13 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
- Iteratively Prompt Pre-trained Language Models for Chain of Thought
2022/03/16 by Boshi Wang, Xiang Deng, Wang, Boshi +3 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- When is Tree Search Useful for LLM Planning? It Depends on the Discriminator
2024/02/16 by Ziru Chen, Chen, Ziru, Michael White +9 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Mining Algorithms and Applications #Digital Rights Management and Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
- How Trustworthy are Open-Source LLMs? An Assessment under Malicious Demonstrations Shows their Vulnerabilities
2023/11/15 by Lingbo Mo, Boshi Wang, Mo, Lingbo +5 · 4 citations
Computer Science · Social Sciences · #Access Control and Trust #Artificial Intelligence (cs.AI) #Cloud Data Security Solutions #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Agent Learning via Early Experience
2025/10/09 by Kai Zhang, Zhang, Kai, Bo Liu +49 · 10 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Language and cultural evolution #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- RedTeamCUA: Realistic Adversarial Testing of Computer-Use Agents in Hybrid Web-OS Environments
2025/05/28 by Zeyi Liao, Jaylen Jones, Liao, Zeyi +12 · 6 citations
Computer Science · #Adversarial Robustness in Machine Learning #Advanced Malware Detection Techniques #Software Testing and Debugging Techniques
- Federated Learning for Semantic Parsing: Task Formulation, Evaluation Setup, New Algorithms
2023/05/26 by Tianshu Zhang, Changchang Liu, Zhang, Tianshu +7 · 1 citation
Computer Science · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Machine Learning in Healthcare
- A Trembling House of Cards? Mapping Adversarial Attacks against Language Agents
2024/02/15 by Lingbo Mo, Mo, Lingbo, Zeyi Liao +9 · 1 citation
Arts and Humanities · Computer Science · Health Professions · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Interpreting and Communication in Healthcare #Natural Language Processing Techniques #Translation Studies and Practices
- AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists
2025/06/09 by Yifei Li, Hanane Nour Moussa, Li, Yifei +33 · 2 citations
Computer Science · Decision Sciences · Materials Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning in Materials Science #Scientific Computing and Data Management
- AI Safety vs. AI Security: Demystifying the Distinction and Boundaries
2025/06/21 by Zhiqiang Lin, Lin, Zhiqiang, Huan Sun +3 · 2 citations
Social Sciences · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #Ethics and Social Impacts of AI #FOS: Computer and information sciences
- ScholarEval: Research Idea Evaluation Grounded in Literature
2025/10/17 by Hanane Nour Moussa, Paolo Silva, Moussa, Hanane Nour +17 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management
- Determining hulls of generalized Reed-Solomon codes from algebraic geometry codes
2026/07/24 by Xue Jia, Qin Yue, Huan Sun +1
Computer Science · Medicine · #Coding theory and cryptography #Cancer Mechanisms and Therapy #Educational Methods and Media Use