Moon IME: Neural-based Chinese Pinyin Aided Input Method with Customizable Association. - Yafang Huang; Zuchao Li; Zhuosheng Zhang 001; Hai Zhao 001 (ACL (4), 2018)

Subword-augmented Embedding for Cloze Reading Comprehension. - Zhuosheng Zhang 001; Yafang Huang; Hai Zhao 001 (COLING, 2018)

Modeling Multi-turn Conversation with Deep Utterance Aggregation. - Zhuosheng Zhang 001; Jiangtong Li; Pengfei Zhu 003; Hai Zhao 001; Gongshen Liu (COLING, 2018)

One-shot Learning for Question-Answering in Gaokao History Challenge. - Zhuosheng Zhang 001; Hai Zhao 001 (COLING, 2018)

Lingke: a Fine-grained Multi-turn Chatbot for Customer Service. - Pengfei Zhu 003; Zhuosheng Zhang 001; Jiangtong Li; Yafang Huang; Hai Zhao 001 (COLING (Demos), 2018)

Joint Learning of POS and Dependencies for Multilingual Universal Dependency Parsing. - Zuchao Li; Shexia He; Zhuosheng Zhang 001; Hai Zhao 001 (CoNLL Shared Task (2), 2018)

A Unified Syntax-aware Framework for Semantic Role Labeling. - Zuchao Li; Shexia He; Jiaxun Cai; Zhuosheng Zhang 001; Hai Zhao 001; Gongshen Liu; Linlin Li 001; Luo Si (EMNLP, 2018)

Effective Character-Augmented Word Embedding for Machine Reading Comprehension. - Zhuosheng Zhang 001; Yafang Huang; Pengfei Zhu 003; Hai Zhao 001 (NLPCC (1), 2018)

SJTU-NLP at SemEval-2018 Task 9: Neural Hypernym Discovery with Term Embeddings. - Zhuosheng Zhang 001; Jiangtong Li; Hai Zhao 001; Bingjie Tang (SemEval@NAACL-HLT, 2018)

Explicit Contextual Semantics for Text Comprehension. - Zhuosheng Zhang 001; Yuwei Wu 003; Zuchao Li; Hai Zhao 001 (CoRR, 2018)

Attentive Semantic Role Labeling with Boundary Indicator. - Zhuosheng Zhang 001; Shexia He; Zuchao Li; Hai Zhao 001 (CoRR, 2018)

Effective Subword Segmentation for Text Comprehension. - Zhuosheng Zhang 001; Hai Zhao 001; Kangwei Ling; Jiangtong Li; Zuchao Li; Shexia He (CoRR, 2018)

Neural-based Pinyin-to-Character Conversion with Adaptive Vocabulary. - Yafang Huang; Zhuosheng Zhang 001; Hai Zhao 001 (CoRR, 2018)

Dependency or Span, End-to-End Uniform Semantic Role Labeling. - Zuchao Li; Shexia He; Hai Zhao 001; Yiqing Zhang 002; Zhuosheng Zhang 001; Xi Zhou; Xiang Zhou 007 (AAAI, 2019)

Open Vocabulary Learning for Neural Chinese Pinyin IME. - Zhuosheng Zhang 001; Yafang Huang; Hai Zhao 001 (ACL (1), 2019)

SJTU-NICT at MRP 2019: Multi-Task Learning for End-to-End Uniform Semantic Graph Parsing. - Zuchao Li; Hai Zhao 001; Zhuosheng Zhang 001; Rui Wang 015; Masao Utiyama; Eiichiro Sumita (CoNLL Shared Task, 2019)

Examination-Style Reading Comprehension with Neural augmented Retrieval. - Yiqing Zhang 002; Hai Zhao 001; Zhuosheng Zhang 001 (IALP, 2019)

Dual Co-Matching Network for Multi-choice Reading Comprehension. - Shuailiang Zhang; Hai Zhao 001; Yuwei Wu 003; Zhuosheng Zhang 001; Xi Zhou; Xiang Zhou 007 (CoRR, 2019)

Judging Chemical Reaction Practicality From Positive Sample only Learning. - Shu Jiang; Zhuosheng Zhang 001; Hai Zhao 001; Jiangtong Li; Yang Yang 030; Bao-Liang Lu; Ning Xia (CoRR, 2019)

SG-Net: Syntax-Guided Machine Reading Comprehension. - Zhuosheng Zhang 001; Yuwei Wu 003; Junru Zhou; Sufeng Duan; Hai Zhao 001 (CoRR, 2019)

Modeling Named Entity Embedding Distribution into Hypersphere. - Zhuosheng Zhang 001; Bingjie Tang; Zuchao Li; Hai Zhao 001 (CoRR, 2019)

LIMIT-BERT : Linguistic Informed Multi-Task BERT. - Junru Zhou; Zhuosheng Zhang 001; Hai Zhao 001 (CoRR, 2019)

Probing Contextualized Sentence Representations with Visual Awareness. - Zhuosheng Zhang 001; Rui Wang 015; Kehai Chen; Masao Utiyama; Eiichiro Sumita; Hai Zhao 001 (CoRR, 2019)

Effective Subword Segmentation for Text Comprehension. - Zhuosheng Zhang 001; Hai Zhao 001; Kangwei Ling; Jiangtong Li; Zuchao Li; Shexia He; Guohong Fu (IEEE ACM Trans. Audio Speech Lang. Process., 2019)

SG-Net: Syntax-Guided Machine Reading Comprehension. - Zhuosheng Zhang 001; Yuwei Wu 003; Junru Zhou; Sufeng Duan; Hai Zhao 001; Rui Wang 015 (AAAI, 2020)

Semantics-Aware BERT for Language Understanding. - Zhuosheng Zhang 001; Yuwei Wu 003; Hai Zhao 001; Zuchao Li; Shuailiang Zhang; Xi Zhou; Xiang Zhou 007 (AAAI, 2020)

Explicit Sentence Compression for Neural Machine Translation. - Zuchao Li; Rui Wang 015; Kehai Chen; Masao Utiyama; Eiichiro Sumita; Zhuosheng Zhang 001; Hai Zhao 001 (AAAI, 2020)

DCMN+: Dual Co-Matching Network for Multi-Choice Reading Comprehension. - Shuailiang Zhang; Hai Zhao 001; Yuwei Wu 003; Zhuosheng Zhang 001; Xi Zhou; Xiang Zhou 007 (AAAI, 2020)

LIMIT-BERT : Linguistics Informed Multi-Task BERT. - Junru Zhou; Zhuosheng Zhang 001; Hai Zhao 001; Shuailiang Zhang (EMNLP (Findings), 2020)

Neural Machine Translation with Universal Visual Representation. - Zhuosheng Zhang 001; Kehai Chen; Rui Wang 015; Masao Utiyama; Eiichiro Sumita; Zuchao Li; Hai Zhao 001 (ICLR, 2020)

Data-dependent Gaussian Prior Objective for Language Generation. - Zuchao Li; Rui Wang 015; Kehai Chen; Masao Utiyama; Eiichiro Sumita; Zhuosheng Zhang 001; Hai Zhao 001 (ICLR, 2020)

Multi-choice Dialogue-Based Reading Comprehension with Knowledge and Key Turns. - Junlong Li; Zhuosheng Zhang 001; Hai Zhao 001 (CoRR, 2020)

Machine Reading Comprehension: The Role of Contextualized Language Models and Beyond. - Zhuosheng Zhang 001; Hai Zhao 001; Rui Wang 015 (CoRR, 2020)

Task-specific Objectives of Pre-trained Language Models for Dialogue Adaptation. - Junlong Li; Zhuosheng Zhang 001; Hai Zhao 001; Xi Zhou; Xiang Zhou 007 (CoRR, 2020)

Enhancing Pre-trained Language Model with Lexical Simplification. - Rongzhou Bao; Jiayi Wang; Zhuosheng Zhang 001; Hai Zhao 001 (CoRR, 2020)

Accurate Word Representations with Universal Visual Guidance. - Zhuosheng Zhang 001; Haojie Yu; Hai Zhao 001; Rui Wang 015; Masao Utiyama (CoRR, 2020)

Memory Network for Linguistic Structure Parsing. - Zuchao Li; Chaoyu Guan; Hai Zhao 001; Rui Wang 015; Kevin Parnow; Zhuosheng Zhang 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Retrospective Reader for Machine Reading Comprehension. - Zhuosheng Zhang 001; Junjie Yang; Hai Zhao 001 (AAAI, 2021)

Filling the Gap of Utterance-aware and Speaker-aware Representation for Multi-turn Dialogue. - Longxiang Liu; Zhuosheng Zhang 001; Hai Zhao 001; Xi Zhou; Xiang Zhou 007 (AAAI, 2021)

Topic-Aware Multi-turn Dialogue Modeling. - Yi Xu; Hai Zhao 001; Zhuosheng Zhang 001 (AAAI, 2021)

Multi-span Style Extraction for Generative Reading Comprehension. - Junjie Yang; Zhuosheng Zhang 001; Hai Zhao 001 (SDU@AAAI, 2021)

Structural Pre-training for Dialogue Comprehension. - Zhuosheng Zhang 001; Hai Zhao 001 (ACL/IJCNLP (1), 2021)

Dialogue Graph Modeling for Conversational Machine Reading. - Siru Ouyang; Zhuosheng Zhang 001; Hai Zhao 001 (ACL/IJCNLP (Findings), 2021)

Smoothing Dialogue States for Open Conversational Machine Reading. - Zhuosheng Zhang 001; Siru Ouyang; Hai Zhao 001; Masao Utiyama; Eiichiro Sumita (EMNLP (1), 2021)

Span Fine-tuning for Pre-trained Language Models. - Rongzhou Bao; Zhuosheng Zhang 001; Hai Zhao 001 (EMNLP (Findings), 2021)

Multi-tasking Dialogue Comprehension with Discourse Parsing. - Yuchen He; Zhuosheng Zhang 001; Hai Zhao 001 (PACLIC, 2021)

When SMILES Smiles, Practicality Judgment and Yield Prediction of Chemical Reaction via Deep Chemical Language Processing. - Shu Jiang; Zhuosheng Zhang 001; Hai Zhao 001; Jiangtong Li; Yang Yang 030; Bao-Liang Lu; Ning Xia (IEEE Access, 2021)

Advances in Multi-turn Dialogue Comprehension: A Survey. - Zhuosheng Zhang 001; Hai Zhao 001 (CoRR, 2021)

Fact-driven Logical Reasoning. - Siru Ouyang; Zhuosheng Zhang 001; Hai Zhao 001 (CoRR, 2021)

Graph-free Multi-hop Reading Comprehension: A Select-to-Guide Strategy. - Bohong Wu; Zhuosheng Zhang 001; Hai Zhao 001 (CoRR, 2021)

Cross-lingual Transferring of Pre-trained Contextualized Language Models. - Zuchao Li; Kevin Parnow; Hai Zhao 001; Zhuosheng Zhang 001; Rui Wang 015; Masao Utiyama; Eiichiro Sumita (CoRR, 2021)

Mengzi: Towards Lightweight yet Ingenious Pre-trained Models for Chinese. - Zhuosheng Zhang 001; Hanqing Zhang; Keming Chen; Yuhang Guo; Jingyun Hua; Yulong Wang 004; Ming Zhou (CoRR, 2021)

Representation Decoupling for Open-Domain Passage Retrieval. - Bohong Wu; Zhuosheng Zhang 001; Jinyuan Wang; Hai Zhao 001 (CoRR, 2021)

Tracing Origins: Coref-aware Machine Reading Comprehension. - Baorong Huang; Zhuosheng Zhang 001; Hai Zhao 001 (CoRR, 2021)

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

Multi-Turn Dialogue Reading Comprehension With Pivot Turns and Knowledge. - Zhuosheng Zhang 001; Junlong Li; Hai Zhao 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Tracing Origins: Coreference-aware Machine Reading Comprehension. - Zhuosheng Zhang 001; Hai Zhao 001 (ACL (1), 2022)

Sentence-aware Contrastive Learning for Open-Domain Passage Retrieval. - Wu Hong; Zhuosheng Zhang 001; Jinyuan Wang; Hai Zhao 001 (ACL (1), 2022)

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

Distinguishing Non-natural from Natural Adversarial Samples for More Robust Pre-trained Language Model. - Jiayi Wang; Rongzhou Bao; Zhuosheng Zhang 001; Hai Zhao 001 (ACL (Findings), 2022)

EventBERT: Incorporating Event-Based Semantics for Natural Language Understanding. - Anni Zou; Zhuosheng Zhang 001; Hai Zhao 001 (CCL, 2022)

Modeling Hierarchical Reasoning Chains by Linking Discourse Units and Key Phrases for Reading Comprehension. - Jialin Chen; Zhuosheng Zhang 001; Hai Zhao 001 (COLING, 2022)

Task Compass: Scaling Multi-task Pre-training with Task Prefix. - Zhuosheng Zhang 001; Shuohang Wang; Yichong Xu; Yuwei Fang; Wenhao Yu 002; Yang Liu 124; Hai Zhao 001; Chenguang Zhu 001; Michael Zeng 001 (EMNLP (Findings), 2022)

Instance Regularization for Discriminative Language Model Pre-training. - Zhuosheng Zhang 001; Hai Zhao 001; Ming Zhou (EMNLP, 2022)

Back to the Future: Bidirectional Information Decoupling Network for Multi-turn Dialogue Modeling. - Yiyang Li 002; Hai Zhao 001; Zhuosheng Zhang 001 (EMNLP, 2022)

Retrieval Augmentation for Commonsense Reasoning: A Unified Approach. - Wenhao Yu 002; Chenguang Zhu 001; Zhihan Zhang 001; Shuohang Wang; Zhuosheng Zhang 001; Yuwei Fang; Meng Jiang 001 (EMNLP, 2022)

Self-Prompting Large Language Models for Open-Domain QA. - Junlong Li; Zhuosheng Zhang 001; Hai Zhao 001 (CoRR, 2022)

Text Compression-Aided Transformer Encoding. - Zuchao Li; Zhuosheng Zhang 001; Hai Zhao 001; Rui Wang 015; Kehai Chen; Masao Utiyama; Eiichiro Sumita (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

SG-Net: Syntax Guided Transformer for Language Representation. - Zhuosheng Zhang 001; Yuwei Wu 003; Junru Zhou; Sufeng Duan; Hai Zhao 001; Rui Wang 015 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Rethinking Textual Adversarial Defense for Pre-Trained Language Models. - Jiayi Wang; Rongzhou Bao; Zhuosheng Zhang 001; Hai Zhao 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

Which Apple Keeps Which Doctor Away? Colorful Word Representations With Visual Oracles. - Zhuosheng Zhang 001; Haojie Yu; Hai Zhao 001; Masao Utiyama (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

Syntax-Aware Multi-Spans Generation for Reading Comprehension. - Zhuosheng Zhang 001; Yiqing Zhang 002; Hai Zhao 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

Reference Knowledgeable Network for Machine Reading Comprehension. - Yilin Zhao; Zhuosheng Zhang 001; Hai Zhao 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

DUMA: Reading Comprehension With Transposition Thinking. - Pengfei Zhu 003; Zhuosheng Zhang 001; Hai Zhao 001; Xiaoguang Li (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

Open Named Entity Modeling From Embedding Distribution. - Ying Luo 012; Hai Zhao 001; Zhuosheng Zhang 001; Bingjie Tang (IEEE Trans. Knowl. Data Eng., 2022)

Language Model Pre-training on True Negatives. - Zhuosheng Zhang 001; Hai Zhao 001; Masao Utiyama; Eiichiro Sumita (AAAI, 2023)

Element-aware Summarization with Large Language Models: Expert-aligned Evaluation and Chain-of-Thought Method. - Yiming Wang 011; Zhuosheng Zhang 001; Rui Wang 015 (ACL (1), 2023)

Learning Better Masking for Better Language Model Pre-training. - Dongjie Yang; Zhuosheng Zhang 001; Hai Zhao 001 (ACL (1), 2023)

Decker: Double Check with Heterogeneous Knowledge for Commonsense Fact Verification. - Anni Zou; Zhuosheng Zhang 001; Hai Zhao 001 (ACL (Findings), 2023)

Towards End-to-End Open Conversational Machine Reading. - Sizhe Zhou; Siru Ouyang; Zhuosheng Zhang 001; Hai Zhao 001 (EACL (Findings), 2023)

Is ChatGPT a General-Purpose Natural Language Processing Task Solver? - Chengwei Qin; Aston Zhang; Zhuosheng Zhang 001; Jiaao Chen; Michihiro Yasunaga; Diyi Yang (EMNLP, 2023)

Automatic Chain of Thought Prompting in Large Language Models. - Zhuosheng Zhang 001; Aston Zhang; Mu Li 003; Alex Smola (ICLR, 2023)

Channel-aware Decoupling Network for Multi-turn Dialogue Comprehension. - Zhuosheng Zhang 001; Hai Zhao 001; Longxiang Liu (CoRR, 2023)

Meta-Reasoning: Semantics-Symbol Deconstruction For Large Language Models. - Yiming Wang 011; Zhuosheng Zhang 001; Rui Wang 015 (CoRR, 2023)

Meta-CoT: Generalizable Chain-of-Thought Prompting in Mixed-task Scenarios with Large Language Models. - Anni Zou; Zhuosheng Zhang 001; Hai Zhao 001; Xiangru Tang (CoRR, 2023)

Structured Chemistry Reasoning with Large Language Models. - Siru Ouyang; Zhuosheng Zhang 001; Bing Yan; Xuan Liu 009; Jiawei Han 001; Lianhui Qin (CoRR, 2023)

MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning. - Xiangru Tang; Anni Zou; Zhuosheng Zhang 001; Yilun Zhao 001; Xingyao Zhang; Arman Cohan; Mark Gerstein (CoRR, 2023)

Dialogue-adaptive language model pre-training from quality estimation☆. - Junlong Li; Zhuosheng Zhang 001; Hai Zhao 001 (Neurocomputing, 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)

Universal Multimodal Representation for Language Understanding. - Zhuosheng Zhang 001; Kehai Chen; Rui Wang 015; Masao Utiyama; Eiichiro Sumita; Zuchao Li; Hai Zhao 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Fact-Driven Logical Reasoning for Machine Reading Comprehension. - Siru Ouyang; Zhuosheng Zhang 001; Hai Zhao 001 (AAAI, 2024)

You Only Look at Screens: Multimodal Chain-of-Action Agents. - Zhuosheng Zhang 001; Aston Zhang (ACL (Findings), 2024)

Can Watermarks Survive Translation? On the Cross-lingual Consistency of Text Watermark for Large Language Models. - Zhiwei He 002; Binglin Zhou; Hongkun Hao; Aiwei Liu; Xing Wang 007; Zhaopeng Tu; Zhuosheng Zhang 001; Rui Wang 015 (ACL (1), 2024)

Investigating Multi-Hop Factual Shortcuts in Knowledge Editing of Large Language Models. - Tianjie Ju; Yijin Chen; Xinwei Yuan; Zhuosheng Zhang 001; Wei Du; Yubin Zheng; Gongshen Liu (ACL (1), 2024)

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

MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning. - Xiangru Tang; Anni Zou; Zhuosheng Zhang 001; Ziming Li; Yilun Zhao 001; Xingyao Zhang; Arman Cohan; Mark Gerstein (ACL (Findings), 2024)

Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language Models. - Yiming Wang 011; Zhuosheng Zhang 001; Pei Zhang 011; Baosong Yang; Rui Wang 015 (ACL (Findings), 2024)

Acquiring Clean Language Models from Backdoor Poisoned Datasets by Downscaling Frequency Space. - Zongru Wu; Zhuosheng Zhang 001; Pengzhou Cheng; Gongshen Liu (ACL (1), 2024)

Measuring Bargaining Abilities of LLMs: A Benchmark and A Buyer-Enhancement Method. - Tian Xia; Zhiwei He 002; Tong Ren; Yibo Miao; Zhuosheng Zhang 001; Yang Yang 030; Rui Wang 015 (ACL (Findings), 2024)

Mitigating Misleading Chain-of-Thought Reasoning with Selective Filtering. - Yexin Wu; Zhuosheng Zhang 001; Hai Zhao 001 (LREC/COLING, 2024)

AuRoRA: A One-for-all Platform for Augmented Reasoning and Refining with Task-Adaptive Chain-of-Thought Prompting. - Anni Zou; Zhuosheng Zhang 001; Hai Zhao 001 (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)

R-Judge: Benchmarking Safety Risk Awareness for LLM Agents. - Tongxin Yuan; Zhiwei He 002; Lingzhong Dong; Yiming Wang 011; Ruijie Zhao 001; Tian Xia; Lizhen Xu; Binglin Zhou; Fangqi Li 001; Zhuosheng Zhang 001; Rui Wang 015; Gongshen Liu (EMNLP (Findings), 2024)

GLaPE: Gold Label-agnostic Prompt Evaluation for Large Language Models. - Xuanchang Zhang; Zhuosheng Zhang 001; Hai Zhao 001 (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)

Structured Chemistry Reasoning with Large Language Models. - Siru Ouyang; Zhuosheng Zhang 001; Bing Yan; Xuan Liu 009; Yejin Choi 001; Jiawei Han 001; Lianhui Qin (ICML, 2024)

From Multimodal LLM to Human-level AI: Modality, Instruction, Reasoning and Beyond. - Hao Fei 001; Xiangtai Li; Haotian Liu; Fuxiao Liu; Zhuosheng Zhang 001; Hanwang Zhang; Shuicheng Yan (ACM Multimedia, 2024)

Improving Machine Translation with Human Feedback: An Exploration of Quality Estimation as a Reward Model. - Zhiwei He 002; Xing Wang 007; Wenxiang Jiao; Zhuosheng Zhang 001; Rui Wang 015; Shuming Shi 001; Zhaopeng Tu (NAACL-HLT, 2024)

Self-Prompting Large Language Models for Zero-Shot Open-Domain QA. - Junlong Li; Jinyuan Wang; Zhuosheng Zhang 001; Hai Zhao 001 (NAACL-HLT, 2024)

Embedding Trajectory for Out-of-Distribution Detection in Mathematical Reasoning. - Yiming Wang 011; Pei Zhang 011; Baosong Yang; Derek F. Wong; Zhuosheng Zhang 001; Rui Wang 015 (NeurIPS, 2024)

GLaPE: Gold Label-agnostic Prompt Evaluation and Optimization for Large Language Model. - Xuanchang Zhang; Zhuosheng Zhang 001; Hai Zhao 001 (CoRR, 2024)

Prioritizing Safeguarding Over Autonomy: Risks of LLM Agents for Science. - Xiangru Tang; Qiao Jin 001; Kunlun Zhu; Tongxin Yuan; Yichi Zhang; Wangchunshu Zhou; Meng Qu; Yilun Zhao 001; Jian Tang; Zhuosheng Zhang 001; Arman Cohan; Zhiyong Lu; et al. (CoRR, 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)

TrojanRAG: Retrieval-Augmented Generation Can Be Backdoor Driver in Large Language Models. - Pengzhou Cheng; Yidong Ding; Tianjie Ju; Zongru Wu; Wei Du; Ping Yi; Zhuosheng Zhang 001; Gongshen Liu (CoRR, 2024)

Trajectory Volatility for Out-of-Distribution Detection in Mathematical Reasoning. - Yiming Wang 011; Pei Zhang 011; Baosong Yang; Derek F. Wong; Zhuosheng Zhang 001; Rui Wang 015 (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)

DOCBENCH: A Benchmark for Evaluating LLM-based Document Reading Systems. - Anni Zou; Wenhao Yu 002; Hongming Zhang 009; Kaixin Ma; Deng Cai 002; Zhuosheng Zhang 001; Hai Zhao 001; Dong Yu 001 (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)

Transferring Backdoors between Large Language Models by Knowledge Distillation. - Pengzhou Cheng; Zongru Wu; Tianjie Ju; Wei Du; Zhuosheng Zhang 001; Gongshen Liu (CoRR, 2024)

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

NSmark: Null Space Based Black-box Watermarking Defense Framework for Pre-trained Language Models. - Haodong Zhao; Jinming Hu; Peixuan Li; Fangqi Li 001; Jinrui Sha; Peixuan Chen; Zhuosheng Zhang 001; Gongshen Liu (CoRR, 2024)

Look Before You Leap: Enhancing Attention and Vigilance Regarding Harmful Content with GuidelineLLM. - Shaoqing Zhang; Zhuosheng Zhang 001; Kehai Chen; Rongxiang Weng; Muyun Yang; Tiejun Zhao; Min Zhang 005 (CoRR, 2024)

Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs. - Xingyu Chen; Jiahao Xu; Tian Liang; Zhiwei He 002; Jianhui Pang; Dian Yu 001; Linfeng Song; Qiuzhi Liu; Mengfei Zhou; Zhuosheng Zhang 001; Rui Wang 015; Zhaopeng Tu; et al. (CoRR, 2024)

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

Exploring Human-Like Translation Strategy with Large Language Models. - Zhiwei He 002; Tian Liang; Wenxiang Jiao; Zhuosheng Zhang 001; Yujiu Yang; Rui Wang 015; Zhaopeng Tu; Shuming Shi 001; Xing Wang 007 (Trans. Assoc. Comput. Linguistics, 2024)

Multimodal Chain-of-Thought Reasoning in Language Models. - Zhuosheng Zhang 001; Aston Zhang; Mu Li 003; Hai Zhao 001; George Karypis; Alex Smola (Trans. Mach. Learn. Res., 2024)

Channel-Aware Decoupling Network for Multiturn Dialog Comprehension. - Zhuosheng Zhang 001; Hai Zhao 001; Longxiang Liu (IEEE Trans. Neural Networks Learn. Syst., 2024)

Look Before You Leap: Enhance Attention and Vigilance Regarding Harmful Content with GuidelineLLM. - Shaoqing Zhang; Zhuosheng Zhang 001; Kehai Chen; Rongxiang Weng; Muyun Yang; Tiejun Zhao; Min Zhang 005 (AAAI, 2025)

OS-Kairos: Adaptive Interaction for MLLM-Powered GUI Agents. - Pengzhou Cheng; Zheng Wu; Zongru Wu; Tianjie Ju; Aston Zhang; Zhuosheng Zhang 001; Gongshen Liu (ACL (Findings), 2025)

GuideBench: Benchmarking Domain-Oriented Guideline Following for LLM Agents. - Lingxiao Diao; Xinyue Xu; Wanxuan Sun; Cheng Yang; Zhuosheng Zhang 001 (ACL (1), 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)

Gracefully Filtering Backdoor Samples for Generative Large Language Models without Retraining. - Zongru Wu; Pengzhou Cheng; Lingyong Fang; Zhuosheng Zhang 001; Gongshen Liu (COLING, 2025)

RaSA: Rank-Sharing Low-Rank Adaptation. - Zhiwei He 002; Zhaopeng Tu; Xing Wang 007; Xingyu Chen; Zhijie Wang; Jiahao Xu; Tian Liang; Wenxiang Jiao; Zhuosheng Zhang 001; Rui Wang 015 (ICLR, 2025)

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 001; Yilun Zhao 001; Arman Cohan; Mark Gerstein (ICLR, 2025)

SynGhost: Invisible and Universal Task-agnostic Backdoor Attack via Syntactic Transfer. - Pengzhou Cheng; Wei Du; Zongru Wu; Fengwei Zhang; Libo Chen; Zhuosheng Zhang 001; Gongshen Liu (NAACL (Findings), 2025)

ChemAgent: Self-updating Library 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 001; Yilun Zhao 001; Arman Cohan; Mark Gerstein (CoRR, 2025)

Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs. - Yue Wang; Qiuzhi Liu; Jiahao Xu; Tian Liang; Xingyu Chen; Zhiwei He 002; Linfeng Song; Dian Yu 001; Juntao Li; Zhuosheng Zhang 001; Rui Wang 015; Zhaopeng Tu; et al. (CoRR, 2025)

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

Investigating the Adaptive Robustness with Knowledge Conflicts in LLM-based Multi-Agent Systems. - Tianjie Ju; Bowen Wang; Hao Fei 001; Mong-Li Lee; Wynne Hsu; Yun Li; Qianren Wang; Pengzhou Cheng; Zongru Wu; Zhuosheng Zhang 001; Gongshen Liu (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)

Smoothing Grounding and Reasoning for MLLM-Powered GUI Agents with Query-Oriented Pivot Tasks. - Zongru Wu; Pengzhou Cheng; Zheng Wu; Tianjie Ju; Zhuosheng Zhang 001; Gongshen Liu (CoRR, 2025)

Watch Out Your Album! On the Inadvertent Privacy Memorization in Multi-Modal Large Language Models. - Tianjie Ju; Yi Hua; Hao Fei 001; Zhenyu Shao; Yubin Zheng; Haodong Zhao; Mong-Li Lee; Wynne Hsu; Zhuosheng Zhang 001; Gongshen Liu (CoRR, 2025)

Sampling-Efficient Test-Time Scaling: Self-Estimating the Best-of-N Sampling in Early Decoding. - Yiming Wang 011; Pei Zhang 011; Siyuan Huang; Baosong Yang; Zhuosheng Zhang 001; Fei Huang 002; Rui Wang 015 (CoRR, 2025)

OS-Kairos: Adaptive Interaction for MLLM-Powered GUI Agents. - Pengzhou Cheng; Zheng Wu; Zongru Wu; Aston Zhang; Zhuosheng Zhang 001; Gongshen Liu (CoRR, 2025)

Dancing with Critiques: Enhancing LLM Reasoning with Stepwise Natural Language Self-Critique. - Yansi Li; Jiahao Xu; Tian Liang; Xingyu Chen; Zhiwei He 002; Qiuzhi Liu; Rui Wang 015; Zhuosheng Zhang 001; Zhaopeng Tu; Haitao Mi; Dong Yu 001 (CoRR, 2025)

Probing then Editing Response Personality of Large Language Models. - Tianjie Ju; Zhenyu Shao; Bowen Wang; Yujia Chen; Zhuosheng Zhang 001; Hao Fei 001; Mong-Li Lee; Wynne Hsu; Sufeng Duan; Gongshen Liu (CoRR, 2025)

DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning. - Zhiwei He 002; Tian Liang; Jiahao Xu; Qiuzhi Liu; Xingyu Chen; Yue Wang; Linfeng Song; Dian Yu 001; Zhenwen Liang; Wenxuan Wang 001; Zhuosheng Zhang 001; Rui Wang 015; et al. (CoRR, 2025)

Revisiting Data Auditing in Large Vision-Language Models. - Hongyu Zhu 004; Sichu Liang; Wenwen Wang; Boheng Li; Tongxin Yuan; Fangqi Li; Shi-Lin Wang; Zhuosheng Zhang 001 (CoRR, 2025)

GEM: Gaussian Embedding Modeling for Out-of-Distribution Detection in GUI Agents. - Zheng Wu; Pengzhou Cheng; Zongru Wu; Lingzhong Dong; Zhuosheng Zhang 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)

Hidden Ghost Hand: Unveiling Backdoor Vulnerabilities in MLLM-Powered Mobile GUI Agents. - Pengzhou Cheng; Haowen Hu; Zheng Wu; Zongru Wu; Tianjie Ju; Zhuosheng Zhang 001; Gongshen Liu (CoRR, 2025)

XBOUND: Exploring the Capability Boundaries of Device-Control Agents through Trajectory Tree Exploration. - Shaoqing Zhang; Kehai Chen; Zhuosheng Zhang 001; Rumei Li; Rongxiang Weng; Yang Xiang 003; Liqiang Nie; Min Zhang 005 (CoRR, 2025)

DeepTheorem: Advancing LLM Reasoning for Theorem Proving Through Natural Language and Reinforcement Learning. - Ziyin Zhang; Jiahao Xu; Zhiwei He 002; Tian Liang; Qiuzhi Liu; Yansi Li; Linfeng Song; Zhengwen Liang; Zhuosheng Zhang 001; Rui Wang 015; Zhaopeng Tu; Haitao Mi; et al. (CoRR, 2025)

On the Adaptive Psychological Persuasion of Large Language Models. - Tianjie Ju; Yujia Chen; Hao Fei 001; Mong-Li Lee; Wynne Hsu; Pengzhou Cheng; Zongru Wu; Zhuosheng Zhang 001; Gongshen Liu (CoRR, 2025)

Atomic-to-Compositional Generalization for Mobile Agents with A New Benchmark and Scheduling System. - Yuan Guo; Tingjia Miao; Zheng Wu; Pengzhou Cheng; Ming Zhou; Zhuosheng Zhang 001 (CoRR, 2025)

LaSM: Layer-wise Scaling Mechanism for Defending Pop-up Attack on GUI Agents. - Zihe Yan; Zhuosheng Zhang 001 (CoRR, 2025)

HarmonyGuard: Toward Safety and Utility in Web Agents via Adaptive Policy Enhancement and Dual-Objective Optimization. - Yurun Chen 004; Xavier Hu; Yuhan Liu; Keting Yin; Juncheng Li 006; Zhuosheng Zhang 001; Shengyu Zhang 001 (CoRR, 2025)

Quick on the Uptake: Eliciting Implicit Intents from Human Demonstrations for Personalized Mobile-Use Agents. - Zheng Wu; Heyuan Huang; Yanjia Yang; Yuanyi Song; Xingyu Lou; Weiwen Liu; Weinan Zhang 001; Jun Wang 012; Zhuosheng Zhang 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)