Xinbei Ma

According to our database, Xinbei Ma authored at least 33 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Plan-MCTS: Plan Exploration for Action Exploitation in Web Navigation.

Weiming Zhang, Jihong Wang, Jiamu Zhou, Qingyao Li, Xinbei Ma, Congmin Zheng, Xingyu Lou, Weiwen Liu, Zhuosheng Zhang, Jun Wang, Yong Yu, Weinan Zhang

CoRR, February, 2026

Adaptive Milestone Reward for GUI Agents.

Congmin Zheng, Xiaoyun Mo, Xinbei Ma, Qiqiang Lin, Yin Zhao, Jiachen Zhu, Xingyu Lou, Jun Wang, Zhaoxiang Wang, Weiwen Liu, Zhuosheng Zhang, Yong Yu, Weinan Zhang

CoRR, February, 2026

Agent-Dice: Disentangling Knowledge Updates via Geometric Consensus for Agent Continual Learning.

Zheng Wu, Xingyu Lou, Xinbei Ma, Yansi Li, Weiwen Liu, Weinan Zhang, Jun Wang, Zhuosheng Zhang

CoRR, January, 2026

2025

Deep Research: A Systematic Survey.

Zhengliang Shi, Yiqun Chen, Haitao Li, Weiwei Sun, Shiyu Ni, Yougang Lyu, Run-Ze Fan, Bowen Jin, Yixuan Weng, Minjun Zhu, Qiujie Xie, Xinyu Guo, Qu Yang, Jiayi Wu, Jujia Zhao, Xiaqiang Tang, Xinbei Ma, Cunxiang Wang, Jiaxin Mao, Qingyao Ai, Jen-tse Huang, Wenxuan Wang, Yue Zhang, Yiming Yang, Zhaopeng Tu, Zhaochun Ren

CoRR, December, 2025

ParaCook: On Time-Efficient Planning for Multi-Agent Systems.

Shiqi Zhang, Xinbei Ma, Yunqing Xu, Zouying Cao, Pengrui Lu, Haobo Yuan, Tiancheng Shen, Zhuosheng Zhang, Hai Zhao, Ming-Hsuan Yang

CoRR, October, 2025

Chain-of-Trigger: An Agentic Backdoor that Paradoxically Enhances Agentic Robustness.

Jiyang Qiu, Xinbei Ma, Yunqing Xu, Zhuosheng Zhang, Hai Zhao

CoRR, October, 2025

Social Welfare Function Leaderboard: When LLM Agents Allocate Social Welfare.

Zhengliang Shi, Ruotian Ma, Jen-tse Huang, Xinbei Ma, Xingyu Chen, Mengru Wang, Qu Yang, Yue Wang, Fanghua Ye, Ziyang Chen, Shanyi Wang, Cixing Li, Wenxuan Wang, Zhaopeng Tu, Xiaolong Li, Zhaochun Ren, Linus

CoRR, October, 2025

The Hunger Game Debate: On the Emergence of Over-Competition in Multi-Agent Systems.

Xinbei Ma, Ruotian Ma, Xingyu Chen, Zhengliang Shi, Mengru Wang, Jen-tse Huang, Qu Yang, Wenxuan Wang, Fanghua Ye, Qingxuan Jiang, Mengfei Zhou, Zhuosheng Zhang, Rui Wang, Hai Zhao, Zhaopeng Tu, Xiaolong Li, Linus

CoRR, September, 2025

Igniting Language Intelligence: The Hitchhiker's Guide from Chain-of-Thought Reasoning to Language Agents.

Zhuosheng Zhang, Yao Yao, Aston Zhang, Xiangru Tang, Xinbei Ma, Zhiwei He, Yiming Wang, Mark Gerstein, Rui Wang, Gongshen Liu, Hai Zhao

ACM Comput. Surv., August, 2025

Plan Your Travel and Travel with Your Plan: Wide-Horizon Planning and Evaluation via LLM.

Dongjie Yang, Chengqiang Lu, Qimeng Wang, Xinbei Ma, Yan Gao, Yao Hu, Hai Zhao

CoRR, June, 2025

EVA: Red-Teaming GUI Agents via Evolving Indirect Prompt Injection.

Yijie Lu, Tianjie Ju, Manman Zhao, Xinbei Ma, Yuan Guo, Zhuosheng Zhang

CoRR, May, 2025

How Deep is Love in LLMs' Hearts? Exploring Semantic Size in Human-like Cognition.

Yao Yao, Yifei Yang, Xinbei Ma, Dongjie Yang, Zhuosheng Zhang, Zuchao Li, Hai Zhao

CoRR, March, 2025

Textual-to-Visual Iterative Self-Verification for Slide Generation.

Yunqing Xu, Xinbei Ma, Jiyang Qiu, Hai Zhao

CoRR, February, 2025

Plan-over-Graph: Towards Parallelable LLM Agent Schedule.

Shiqi Zhang, Xinbei Ma, Zouying Cao, Zhuosheng Zhang, Hai Zhao

CoRR, February, 2025

Wide-Horizon Thinking and Simulation-Based Evaluation for Real-World LLM Planning with Multifaceted Constraints.

Dongjie Yang, Chengqiang Lu, Qimeng Wang, Xinbei Ma, Yan Gao, Yao Hu, Hai Zhao

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

LESA: Learnable LLM Layer Scaling-Up.

Yifei Yang, Zouying Cao, Xinbei Ma, Yao Yao, Zhi Chen, Libo Qin, Hai Zhao

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

MEGen: Generative Backdoor into Large Language Models via Model Editing.

Jiyang Qiu, Xinbei Ma, Zhuosheng Zhang, Hai Zhao, Yun Li, Qianren Wang

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Caution for the Environment: Multimodal LLM Agents are Susceptible to Environmental Distractions.

Xinbei Ma, Yiting Wang, Yao Yao, Tongxin Yuan, Aston Zhang, Zhuosheng Zhang, Hai Zhao

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

PGPO: Enhancing Agent Reasoning via Pseudocode-style Planning Guided Preference Optimization.

Zouying Cao, Runze Wang, Yifei Yang, Xinbei Ma, Xiaoyong Zhu, Bo Zheng, Hai Zhao

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Multi-turn dialogue comprehension from a topic-aware perspective.

Xinbei Ma, Yi Xu, Hai Zhao, Zhuosheng Zhang

Neurocomputing, 2024

MEGen: Generative Backdoor in Large Language Models via Model Editing.

Jiyang Qiu, Xinbei Ma, Zhuosheng Zhang, Hai Zhao

CoRR, 2024

Caution for the Environment: Multimodal Agents are Susceptible to Environmental Distractions.

Xinbei Ma, Yiting Wang, Yao Yao, Tongxin Yuan, Aston Zhang, Zhuosheng Zhang, Hai Zhao

CoRR, 2024

Flooding Spread of Manipulated Knowledge in LLM-Based Multi-Agent Communities.

Tianjie Ju, Yiting Wang, Xinbei Ma, Pengzhou Cheng, Haodong Zhao, Yulong Wang, Lifeng Liu, Jian Xie, Zhuosheng Zhang, Gongshen Liu

CoRR, 2024

Comprehensive Cognitive LLM Agent for Smartphone GUI Automation.

Xinbei Ma, Zhuosheng Zhang, Hai Zhao

CoRR, 2024

Is it Possible to Edit Large Language Models Robustly?

Xinbei Ma, Tianjie Ju, Jiyang Qiu, Zhuosheng Zhang, Hai Zhao, Lifeng Liu, Yulong Wang

CoRR, 2024

Dynamic Planning for LLM-based Graphical User Interface Automation.

Shaoqing Zhang, Zhuosheng Zhang, Kehai Chen, Xinbei Ma, Muyun Yang, Tiejun Zhao, Min Zhang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

On the Robustness of Editing Large Language Models.

Xinbei Ma, Tianjie Ju, Jiyang Qiu, Zhuosheng Zhang, Hai Zhao, Lifeng Liu, Yulong Wang

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

PROM: A Phrase-level Copying Mechanism with Pre-training for Abstractive Summarization.

Xinbei Ma, Yeyun Gong, Pengcheng He, Hai Zhao, Nan Duan

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

CoCo-Agent: A Comprehensive Cognitive MLLM Agent for Smartphone GUI Automation.

Xinbei Ma, Zhuosheng Zhang, Hai Zhao

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Enhanced Speaker-Aware Multi-Party Multi-Turn Dialogue Comprehension.

Xinbei Ma, Zhuosheng Zhang, Hai Zhao

IEEE ACM Trans. Audio Speech Lang. Process., 2023

Query Rewriting in Retrieval-Augmented Large Language Models.

Xinbei Ma, Yeyun Gong, Pengcheng He, Hai Zhao, Nan Duan

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

Structural Characterization for Dialogue Disentanglement.

Xinbei Ma, Zhuosheng Zhang, Hai Zhao

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Structural Modeling for Dialogue Disentanglement.

Xinbei Ma, Zhuosheng Zhang, Hai Zhao

CoRR, 2021