Ma, Xinbei
- Query Rewriting for Retrieval-Augmented Large Language Models
2023/05/23 by Xinbei Ma, Ma, Xinbei, Yeyun Gong +7 · 39 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- 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
- Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents
2023/11/20 by Zhuosheng Zhang, Yao Yao, Zhang, Zhuosheng +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
- Flooding Spread of Manipulated Knowledge in LLM-Based Multi-Agent Communities
2024/07/10 by Ju, Tianjie, Wang, Yiting, Ma, Xinbei +7 · 17 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Caution for the Environment: Multimodal LLM Agents are Susceptible to Environmental Distractions
2024/08/05 by Xinbei Ma, Yiting Wang, Ma, Xinbei +11 · 13 citations
Computer Science · #Multi-Agent Systems and Negotiation
- 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
- 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
- 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
- Enhanced Speaker-aware Multi-party Multi-turn Dialogue Comprehension
2021/09/09 by Xinbei Ma, Zhuosheng Zhang, Ma, Xinbei +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
- 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
- LESA: Learnable LLM Layer Scaling-Up
2025/02/19 by Yifei Yang, Zouying Cao, Yang, Yifei +11 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #Neural Networks and Applications #Speech Recognition and Synthesis
- On the Robustness of Editing Large Language Models
2024/02/08 by Ma, Xinbei, Ju, Tianjie, Qiu, Jiyang +4 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- PGPO: Enhancing Agent Reasoning via Pseudocode-style Planning Guided Preference Optimization
2025/06/02 by Zouying Cao, Runze Wang, Cao, Zouying +11 · 3 citations
Computer Science · #AI-based Problem Solving and Planning #Semantic Web and Ontologies #Multi-Agent Systems and Negotiation
- Wide-Horizon Thinking and Simulation-Based Evaluation for Real-World LLM Planning with Multifaceted Constraints
2025/06/14 by Yang, Dongjie, Chien-tsung Lu, Lu, Chengqiang +9 · 1 citation
Engineering · #Transportation and Mobility Innovations
- EVA: Red-Teaming GUI Agents via Evolving Indirect Prompt Injection
2025/05/20 by Lu, Yijie, Ju, Tianjie, Zhao, Manman +3 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Textual-to-Visual Iterative Self-Verification for Slide Generation
2025/02/21 by Xu, Yunqing, Ma, Xinbei, Qiu, Jiyang +1 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences