| 2026 | AAAI | GEM: Gaussian Embedding Modeling for Out-of-Distribution Detection in GUI Agents. | Zheng Wu, Pengzhou Cheng, Zongru Wu, Lingzhong Dong, Zhuosheng Zhang |
| 2026 | AAAI | An LLM-based Quantitative Framework for Evaluating High-Stealthy Backdoor Risks in OSS Supply Chains. | Zihe Yan, Kai Luo, Haoyu Yang, Yang Yu, Zhuosheng Zhang, Guancheng Li |
| 2026 | ACL | The Confidence Paradox: Unveiling the Latent Discriminative Power of Diffusion Large Language Models in Mathematical Reasoning. | Yansi Li, Gongshen Liu, Zhuosheng Zhang |
| 2026 | ACL | EVA: Evolving Semantic Adversaries for Red-Teaming GUI Agents Against Environmental Injection Attacks. | Yijie Lu, Manman Zhao, Tianjie Ju, Zihe Yan, Xinbei Ma, Yuan Guo, Daizong Ding, Gongshen Liu, Zhuosheng Zhang |
| 2026 | ACL | OS-Sentinel: Towards Safety-Enhanced Mobile GUI Agents via Hybrid Validation in Realistic Workflows. | Qiushi Sun, Mukai Li, Zhoumianze Liu, Zhihui Xie, Fangzhi Xu, Zhangyue Yin, Kanzhi Cheng, Zehao Li, Zichen Ding, Qi Liu, Zhiyong Wu, Zhuosheng Zhang, Ben Kao, Lingpeng Kong |
| 2026 | ACL | ColorBrowserAgent: Complex Long-Horizon Browser Agent with Adaptive Knowledge Evolution. | Jihong Wang, Jiamu Zhou, Weiming Zhang, Teng Wang, Weiwen Liu, Zhuosheng Zhang, Xingyu Lou, Weinan Zhang, Huarong Deng, Jun Wang |
| 2026 | ACL | 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 |
| 2026 | ACL | 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 |
| 2026 | KSEM | Domain Adaptation of MLLM-Based GUI Agents in Documentation-Rich Environments with Standard Operating Procedures. | Lingzhong Dong, Ziqi Zhou, Pengzhou Cheng, Zongru Wu, Zheng Wu, Gongshen Liu, Zhuosheng Zhang |
| 2026 | WWW | ColorBench: Benchmarking Mobile Agents with Graph-Structured Framework for Complex Long-Horizon Tasks. | Yuanyi Song, Heyuan Huang, Qiqiang Lin, Yin Zhao, Xiangmou Qu, Jun Wang, Xingyu Lou, Weiwen Liu, Zhuosheng Zhang, Jun Wang, Zhaoxiang Wang, Yong Yu, Weinan Zhang |
| 2025 | AAAI | Look Before You Leap: Enhance Attention and Vigilance Regarding Harmful Content with GuidelineLLM. | Shaoqing Zhang, Zhuosheng Zhang, Kehai Chen, Rongxiang Weng, Muyun Yang, Tiejun Zhao, Min Zhang |
| 2025 | ACL | OS-Kairos: Adaptive Interaction for MLLM-Powered GUI Agents. | Pengzhou Cheng, Zheng Wu, Zongru Wu, Tianjie Ju, Aston Zhang, Zhuosheng Zhang, Gongshen Liu |
| 2025 | ACL | GuideBench: Benchmarking Domain-Oriented Guideline Following for LLM Agents. | Lingxiao Diao, Xinyue Xu, Wanxuan Sun, Cheng Yang, Zhuosheng Zhang |
| 2025 | ACL | 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 |
| 2025 | ACL | MEGen: Generative Backdoor into Large Language Models via Model Editing. | Jiyang Qiu, Xinbei Ma, Zhuosheng Zhang, Hai Zhao, Yun Li, Qianren Wang |
| 2025 | COLING | Gracefully Filtering Backdoor Samples for Generative Large Language Models without Retraining. | Zongru Wu, Pengzhou Cheng, Lingyong Fang, Zhuosheng Zhang, Gongshen Liu |
| 2025 | ECAI | Stealing Knowledge from Auditable Datasets. | Hongyu Zhu, Sichu Liang, Wentao Hu, Wenwen Wang, Fangqi Li, Shilin Wang, Zhuosheng Zhang |
| 2025 | EMNLP | Hidden Ghost Hand: Unveiling Backdoor Vulnerabilities in MLLM-Powered Mobile GUI Agents. | Pengzhou Cheng, Haowen Hu, Zheng Wu, Zongru Wu, Tianjie Ju, Daizong Ding, Zhuosheng Zhang, Gongshen Liu |
| 2025 | ICCV | Can Knowledge be Transferred from Unimodal to Multimodal? Investigating the Transitivity of Multimodal Knowledge Editing. | Lingyong Fang, Xinzhong Wang, Depeng Wang, Zongru Wu, Ya Guo, Huijia Zhu, Zhuosheng Zhang, Gongshen Liu |
| 2025 | ICLR | RaSA: Rank-Sharing Low-Rank Adaptation. | Zhiwei He, Zhaopeng Tu, Xing Wang, Xingyu Chen, Zhijie Wang, Jiahao Xu, Tian Liang, Wenxiang Jiao, Zhuosheng Zhang, Rui Wang |
| 2025 | ICLR | ChemAgent: Self-updating Memories in Large Language Models Improves Chemical Reasoning. | Xiangru Tang, Tianyu Hu, Muyang Ye, Yanjun Shao, Xunjian Yin, Siru Ouyang, Wangchunshu Zhou, Pan Lu, Zhuosheng Zhang, Yilun Zhao, Arman Cohan, Mark Gerstein |
| 2025 | ICML | Do NOT Think That Much for 2+3=? On the Overthinking of Long Reasoning Models. | Xingyu Chen, Jiahao Xu, Tian Liang, Zhiwei He, Jianhui Pang, Dian Yu, Linfeng Song, Qiuzhi Liu, Mengfei Zhou, Zhuosheng Zhang, Rui Wang, Zhaopeng Tu, Haitao Mi, Dong Yu |
| 2025 | ICML | Watch Out Your Album! On the Inadvertent Privacy Memorization in Multi-Modal Large Language Models. | Tianjie Ju, Yi Hua, Hao Fei, Zhenyu Shao, Yubin Zheng, Haodong Zhao, Mong-Li Lee, Wynne Hsu, Zhuosheng Zhang, Gongshen Liu |
| 2025 | NAACL | SynGhost: Invisible and Universal Task-agnostic Backdoor Attack via Syntactic Transfer. | Pengzhou Cheng, Wei Du, Zongru Wu, Fengwei Zhang, Libo Chen, Zhuosheng Zhang, Gongshen Liu |
| 2024 | AAAI | Fact-Driven Logical Reasoning for Machine Reading Comprehension. | Siru Ouyang, Zhuosheng Zhang, Hai Zhao |
| 2024 | ACL | You Only Look at Screens: Multimodal Chain-of-Action Agents. | Zhuosheng Zhang, Aston Zhang |
| 2024 | ACL | Can Watermarks Survive Translation? On the Cross-lingual Consistency of Text Watermark for Large Language Models. | Zhiwei He, Binglin Zhou, Hongkun Hao, Aiwei Liu, Xing Wang, Zhaopeng Tu, Zhuosheng Zhang, Rui Wang |
| 2024 | ACL | Investigating Multi-Hop Factual Shortcuts in Knowledge Editing of Large Language Models. | Tianjie Ju, Yijin Chen, Xinwei Yuan, Zhuosheng Zhang, Wei Du, Yubin Zheng, Gongshen Liu |
| 2024 | ACL | CoCo-Agent: A Comprehensive Cognitive MLLM Agent for Smartphone GUI Automation. | Xinbei Ma, Zhuosheng Zhang, Hai Zhao |
| 2024 | ACL | MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning. | Xiangru Tang, Anni Zou, Zhuosheng Zhang, Ziming Li, Yilun Zhao, Xingyao Zhang, Arman Cohan, Mark Gerstein |
| 2024 | ACL | Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language Models. | Yiming Wang, Zhuosheng Zhang, Pei Zhang, Baosong Yang, Rui Wang |
| 2024 | ACL | Acquiring Clean Language Models from Backdoor Poisoned Datasets by Downscaling Frequency Space. | Zongru Wu, Zhuosheng Zhang, Pengzhou Cheng, Gongshen Liu |
| 2024 | ACL | Measuring Bargaining Abilities of LLMs: A Benchmark and A Buyer-Enhancement Method. | Tian Xia, Zhiwei He, Tong Ren, Yibo Miao, Zhuosheng Zhang, Yang Yang, Rui Wang |
| 2024 | COLING | Mitigating Misleading Chain-of-Thought Reasoning with Selective Filtering. | Yexin Wu, Zhuosheng Zhang, Hai Zhao |
| 2024 | COLING | AuRoRA: A One-for-all Platform for Augmented Reasoning and Refining with Task-Adaptive Chain-of-Thought Prompting. | Anni Zou, Zhuosheng Zhang, Hai Zhao |
| 2024 | EMNLP | On the Robustness of Editing Large Language Models. | Xinbei Ma, Tianjie Ju, Jiyang Qiu, Zhuosheng Zhang, Hai Zhao, Lifeng Liu, Yulong Wang |
| 2024 | EMNLP | R-Judge: Benchmarking Safety Risk Awareness for LLM Agents. | Tongxin Yuan, Zhiwei He, Lingzhong Dong, Yiming Wang, Ruijie Zhao, Tian Xia, Lizhen Xu, Binglin Zhou, Fangqi Li, Zhuosheng Zhang, Rui Wang, Gongshen Liu |
| 2024 | EMNLP | GLaPE: Gold Label-agnostic Prompt Evaluation for Large Language Models. | Xuanchang Zhang, Zhuosheng Zhang, Hai Zhao |
| 2024 | EMNLP | Dynamic Planning for LLM-based Graphical User Interface Automation. | Shaoqing Zhang, Zhuosheng Zhang, Kehai Chen, Xinbei Ma, Muyun Yang, Tiejun Zhao, Min Zhang |
| 2024 | ICML | Structured Chemistry Reasoning with Large Language Models. | Siru Ouyang, Zhuosheng Zhang, Bing Yan, Xuan Liu, Yejin Choi, Jiawei Han, Lianhui Qin |
| 2024 | NAACL | Improving Machine Translation with Human Feedback: An Exploration of Quality Estimation as a Reward Model. | Zhiwei He, Xing Wang, Wenxiang Jiao, Zhuosheng Zhang, Rui Wang, Shuming Shi, Zhaopeng Tu |
| 2024 | NAACL | Self-Prompting Large Language Models for Zero-Shot Open-Domain QA. | Junlong Li, Jinyuan Wang, Zhuosheng Zhang, Hai Zhao |
| 2023 | AAAI | Language Model Pre-training on True Negatives. | Zhuosheng Zhang, Hai Zhao, Masao Utiyama, Eiichiro Sumita |
| 2023 | ACL | Element-aware Summarization with Large Language Models: Expert-aligned Evaluation and Chain-of-Thought Method. | Yiming Wang, Zhuosheng Zhang, Rui Wang |
| 2023 | ACL | Learning Better Masking for Better Language Model Pre-training. | Dongjie Yang, Zhuosheng Zhang, Hai Zhao |
| 2023 | ACL | Decker: Double Check with Heterogeneous Knowledge for Commonsense Fact Verification. | Anni Zou, Zhuosheng Zhang, Hai Zhao |
| 2023 | EACL | Towards End-to-End Open Conversational Machine Reading. | Sizhe Zhou, Siru Ouyang, Zhuosheng Zhang, Hai Zhao |
| 2023 | EMNLP | Is ChatGPT a General-Purpose Natural Language Processing Task Solver? | Chengwei Qin, Aston Zhang, Zhuosheng Zhang, Jiaao Chen, Michihiro Yasunaga, Diyi Yang |
| 2023 | ICLR | Automatic Chain of Thought Prompting in Large Language Models. | Zhuosheng Zhang, Aston Zhang, Mu Li, Alex Smola |
| 2022 | ACL | Tracing Origins: Coreference-aware Machine Reading Comprehension. | Zhuosheng Zhang, Hai Zhao |
| 2022 | ACL | Sentence-aware Contrastive Learning for Open-Domain Passage Retrieval. | Wu Hong, Zhuosheng Zhang, Jinyuan Wang, Hai Zhao |
| 2022 | ACL | Structural Characterization for Dialogue Disentanglement. | Xinbei Ma, Zhuosheng Zhang, Hai Zhao |
| 2022 | ACL | Distinguishing Non-natural from Natural Adversarial Samples for More Robust Pre-trained Language Model. | Jiayi Wang, Rongzhou Bao, Zhuosheng Zhang, Hai Zhao |
| 2022 | COLING | Modeling Hierarchical Reasoning Chains by Linking Discourse Units and Key Phrases for Reading Comprehension. | Jialin Chen, Zhuosheng Zhang, Hai Zhao |
| 2022 | EMNLP | Task Compass: Scaling Multi-task Pre-training with Task Prefix. | Zhuosheng Zhang, Shuohang Wang, Yichong Xu, Yuwei Fang, Wenhao Yu, Yang Liu, Hai Zhao, Chenguang Zhu, Michael Zeng |
| 2022 | EMNLP | Instance Regularization for Discriminative Language Model Pre-training. | Zhuosheng Zhang, Hai Zhao, Ming Zhou |
| 2022 | EMNLP | Back to the Future: Bidirectional Information Decoupling Network for Multi-turn Dialogue Modeling. | Yiyang Li, Hai Zhao, Zhuosheng Zhang |
| 2022 | EMNLP | Retrieval Augmentation for Commonsense Reasoning: A Unified Approach. | Wenhao Yu, Chenguang Zhu, Zhihan Zhang, Shuohang Wang, Zhuosheng Zhang, Yuwei Fang, Meng Jiang |
| 2021 | AAAI | Retrospective Reader for Machine Reading Comprehension. | Zhuosheng Zhang, Junjie Yang, Hai Zhao |
| 2021 | AAAI | Filling the Gap of Utterance-aware and Speaker-aware Representation for Multi-turn Dialogue. | Longxiang Liu, Zhuosheng Zhang, Hai Zhao, Xi Zhou, Xiang Zhou |
| 2021 | AAAI | Topic-Aware Multi-turn Dialogue Modeling. | Yi Xu, Hai Zhao, Zhuosheng Zhang |
| 2021 | AAAI | Multi-span Style Extraction for Generative Reading Comprehension. | Junjie Yang, Zhuosheng Zhang, Hai Zhao |
| 2021 | ACL | Structural Pre-training for Dialogue Comprehension. | Zhuosheng Zhang, Hai Zhao |
| 2021 | ACL | Dialogue Graph Modeling for Conversational Machine Reading. | Siru Ouyang, Zhuosheng Zhang, Hai Zhao |
| 2021 | EMNLP | Smoothing Dialogue States for Open Conversational Machine Reading. | Zhuosheng Zhang, Siru Ouyang, Hai Zhao, Masao Utiyama, Eiichiro Sumita |
| 2021 | EMNLP | Span Fine-tuning for Pre-trained Language Models. | Rongzhou Bao, Zhuosheng Zhang, Hai Zhao |
| 2021 | PACLIC | Multi-tasking Dialogue Comprehension with Discourse Parsing. | Yuchen He, Zhuosheng Zhang, Hai Zhao |
| 2020 | AAAI | SG-Net: Syntax-Guided Machine Reading Comprehension. | Zhuosheng Zhang, Yuwei Wu, Junru Zhou, Sufeng Duan, Hai Zhao, Rui Wang |
| 2020 | AAAI | Semantics-Aware BERT for Language Understanding. | Zhuosheng Zhang, Yuwei Wu, Hai Zhao, Zuchao Li, Shuailiang Zhang, Xi Zhou, Xiang Zhou |
| 2020 | AAAI | Explicit Sentence Compression for Neural Machine Translation. | Zuchao Li, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita, Zhuosheng Zhang, Hai Zhao |
| 2020 | AAAI | DCMN+: Dual Co-Matching Network for Multi-Choice Reading Comprehension. | Shuailiang Zhang, Hai Zhao, Yuwei Wu, Zhuosheng Zhang, Xi Zhou, Xiang Zhou |
| 2020 | EMNLP | LIMIT-BERT : Linguistics Informed Multi-Task BERT. | Junru Zhou, Zhuosheng Zhang, Hai Zhao, Shuailiang Zhang |
| 2020 | ICLR | Neural Machine Translation with Universal Visual Representation. | Zhuosheng Zhang, Kehai Chen, Rui Wang, Masao Utiyama, Eiichiro Sumita, Zuchao Li, Hai Zhao |
| 2020 | ICLR | Data-dependent Gaussian Prior Objective for Language Generation. | Zuchao Li, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita, Zhuosheng Zhang, Hai Zhao |
| 2019 | AAAI | Dependency or Span, End-to-End Uniform Semantic Role Labeling. | Zuchao Li, Shexia He, Hai Zhao, Yiqing Zhang, Zhuosheng Zhang, Xi Zhou, Xiang Zhou |
| 2019 | ACL | Open Vocabulary Learning for Neural Chinese Pinyin IME. | Zhuosheng Zhang, Yafang Huang, Hai Zhao |
| 2019 | CoNLL | SJTU-NICT at MRP 2019: Multi-Task Learning for End-to-End Uniform Semantic Graph Parsing. | Zuchao Li, Hai Zhao, Zhuosheng Zhang, Rui Wang, Masao Utiyama, Eiichiro Sumita |
| 2019 | GLOBECOM | Edge-Assisted Learning for Real-Time UAV Imagery via Predictive Offloading. | Zhuosheng Zhang, Laurent L. Njilla, Shucheng Yu, Jiawei Yuan |
| 2019 | GLOBECOM | Exploiting CSI-MIMO for Accurate and Efficient Device Identification. | Laxima Niure Kandel, Zhuosheng Zhang, Shucheng Yu |
| 2018 | ACL | Moon IME: Neural-based Chinese Pinyin Aided Input Method with Customizable Association. | Yafang Huang, Zuchao Li, Zhuosheng Zhang, Hai Zhao |
| 2018 | COLING | Subword-augmented Embedding for Cloze Reading Comprehension. | Zhuosheng Zhang, Yafang Huang, Hai Zhao |
| 2018 | COLING | Modeling Multi-turn Conversation with Deep Utterance Aggregation. | Zhuosheng Zhang, Jiangtong Li, Pengfei Zhu, Hai Zhao, Gongshen Liu |
| 2018 | COLING | One-shot Learning for Question-Answering in Gaokao History Challenge. | Zhuosheng Zhang, Hai Zhao |
| 2018 | COLING | Lingke: a Fine-grained Multi-turn Chatbot for Customer Service. | Pengfei Zhu, Zhuosheng Zhang, Jiangtong Li, Yafang Huang, Hai Zhao |
| 2018 | CoNLL | Joint Learning of POS and Dependencies for Multilingual Universal Dependency Parsing. | Zuchao Li, Shexia He, Zhuosheng Zhang, Hai Zhao |
| 2018 | EMNLP | A Unified Syntax-aware Framework for Semantic Role Labeling. | Zuchao Li, Shexia He, Jiaxun Cai, Zhuosheng Zhang, Hai Zhao, Gongshen Liu, Linlin Li, Luo Si |