Zheng, Boyuan
- MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI
2023/11/27 by Xiang Yue, Yuansheng Ni, Yue, Xiang +41 · 456 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, Deng, Xiang, 裕二 池谷 +13 · 214 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #AI in Service Interactions
- GPT-4V(ision) is a Generalist Web Agent, if Grounded
2024/01/03 by Boyuan Zheng, Zheng, Boyuan, Boyu Gou +7 · 1 voice · 89 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, Kai Zhang +23 · 3 voices · 28 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 · 102 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
- Imitation Learning: Progress, Taxonomies and Challenges
2021/06/23 by Boyuan Zheng, Sunny Verma, Zheng, Boyuan +7 · 11 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Robotics (cs.RO)
- SkillWeaver: Web Agents can Self-Improve by Discovering and Honing Skills
2025/04/09 by Boyuan Zheng, Zheng, Boyuan, Xiaolong Jin +18 · 20 citations
Computer Science · Decision Sciences · #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 #Personal Information Management and User Behavior #Web Data Mining and Analysis
- The Language Barrier: Dissecting Safety Challenges of LLMs in Multilingual Contexts
2024/01/23 by Shen, Lingfeng, Tan, Weiting, Chen, Sihao +6 · 10 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- HuB: Learning Extreme Humanoid Balance
2025/05/12 by Tong Zhang, Zhang, Tong, Boyuan Zheng +19 · 21 citations
Engineering · Neuroscience · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Motor Control and Adaptation #Robot Manipulation and Learning #Robotic Locomotion and Control #Robotics (cs.RO) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Dual-View Visual Contextualization for Web Navigation
2024/02/06 by Jihyung Kil, Kil, Jihyung, Chan Hee Song +9 · 8 citations
Computer Science · Social Sciences · #Video Analysis and Summarization #Geographic Information Systems Studies #Web Data Mining and Analysis
- Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge
2025/06/26 by Gou, Boyu, Huang, Zanming, Ning, Yuting +23 · 20 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- OpenCUA: Open Foundations for Computer-Use Agents
2025/08/12 by Wang, Xinyuan, Wang, Bowen, Lu, Dunjie +39 · 31 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- WebGuard: Building a Generalizable Guardrail for Web Agents
2025/07/18 by Zheng, Boyuan, Liao, Zeyi, Salisbury, Scott +8 · 6 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- R2LDM: An Efficient 4D Radar Super-Resolution Framework Leveraging Diffusion Model
2025/03/21 by Boyuan Zheng, Zheng, Boyuan, Shouyi Lu +13 · 3 citations
Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #Robotics and Sensor-Based Localization #Advanced SAR Imaging Techniques
- 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