Structural Modeling for Dialogue Disentanglement. - Xinbei Ma; Zhuosheng Zhang 001; Hai Zhao 001 (CoRR, 2021)

Structural Characterization for Dialogue Disentanglement. - Xinbei Ma; Zhuosheng Zhang 001; Hai Zhao 001 (ACL (1), 2022)

Query Rewriting in Retrieval-Augmented Large Language Models. - Xinbei Ma; Yeyun Gong; Pengcheng He; Hai Zhao 001; Nan Duan (EMNLP, 2023)

Enhanced Speaker-Aware Multi-Party Multi-Turn Dialogue Comprehension. - Xinbei Ma; Zhuosheng Zhang 001; Hai Zhao 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

CoCo-Agent: A Comprehensive Cognitive MLLM Agent for Smartphone GUI Automation. - Xinbei Ma; Zhuosheng Zhang 001; Hai Zhao 001 (ACL (Findings), 2024)

PROM: A Phrase-level Copying Mechanism with Pre-training for Abstractive Summarization. - Xinbei Ma; Yeyun Gong; Pengcheng He; Hai Zhao 001; Nan Duan (LREC/COLING, 2024)

On the Robustness of Editing Large Language Models. - Xinbei Ma; Tianjie Ju; Jiyang Qiu; Zhuosheng Zhang 001; Hai Zhao 001; Lifeng Liu; Yulong Wang 004 (EMNLP, 2024)

Dynamic Planning for LLM-based Graphical User Interface Automation. - Shaoqing Zhang; Zhuosheng Zhang 001; Kehai Chen; Xinbei Ma; Muyun Yang; Tiejun Zhao; Min Zhang 005 (EMNLP (Findings), 2024)

Is it Possible to Edit Large Language Models Robustly? - Xinbei Ma; Tianjie Ju; Jiyang Qiu; Zhuosheng Zhang 001; Hai Zhao 001; Lifeng Liu; Yulong Wang 004 (CoRR, 2024)

Comprehensive Cognitive LLM Agent for Smartphone GUI Automation. - Xinbei Ma; Zhuosheng Zhang 001; Hai Zhao 001 (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 004; Lifeng Liu; Jian Xie; Zhuosheng Zhang 001; Gongshen Liu (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 001; Hai Zhao 001 (CoRR, 2024)

MEGen: Generative Backdoor in Large Language Models via Model Editing. - Jiyang Qiu; Xinbei Ma; Zhuosheng Zhang 001; Hai Zhao 001 (CoRR, 2024)

Multi-turn dialogue comprehension from a topic-aware perspective. - Xinbei Ma; Yi Xu; Hai Zhao 001; Zhuosheng Zhang 001 (Neurocomputing, 2024)

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 001 (ACL (Findings), 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 001; Hai Zhao 001 (ACL (1), 2025)

MEGen: Generative Backdoor into Large Language Models via Model Editing. - Jiyang Qiu; Xinbei Ma; Zhuosheng Zhang 001; Hai Zhao 001; Yun Li; Qianren Wang (ACL (Findings), 2025)

LESA: Learnable LLM Layer Scaling-Up. - Yifei Yang; Zouying Cao; Xinbei Ma; Yao Yao; Zhi Chen 006; Libo Qin 001; Hai Zhao 001 (ACL (1), 2025)

Plan-over-Graph: Towards Parallelable LLM Agent Schedule. - Shiqi Zhang; Xinbei Ma; Zouying Cao; Zhuosheng Zhang 001; Hai Zhao 001 (CoRR, 2025)

Textual-to-Visual Iterative Self-Verification for Slide Generation. - Yunqing Xu; Xinbei Ma; Jiyang Qiu; Hai Zhao 001 (CoRR, 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 001; Zuchao Li; Hai Zhao 001 (CoRR, 2025)

EVA: Red-Teaming GUI Agents via Evolving Indirect Prompt Injection. - Yijie Lu; Tianjie Ju; Manman Zhao; Xinbei Ma; Yuan Guo; Zhuosheng Zhang 001 (CoRR, 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 017; Yao Hu 002; Hai Zhao 001 (CoRR, 2025)

Igniting Language Intelligence: The Hitchhiker's Guide from Chain-of-Thought Reasoning to Language Agents. - Zhuosheng Zhang 001; Yao Yao; Aston Zhang; Xiangru Tang; Xinbei Ma; Zhiwei He 002; Yiming Wang 011; Mark Gerstein; Rui Wang 015; Gongshen Liu; Hai Zhao 001 (ACM Comput. Surv., 2025)