Zhuosheng Zhang

An LLM-based Quantitative Framework for Evaluating High-Stealthy Backdoor Risks in OSS Supply Chains AAAI 2026 ColorBrowserAgent: Complex Long-Horizon Browser Agent with Adaptive Knowledge Evolution ACL 2026 GEM: Gaussian Embedding Modeling for Out-of-Distribution Detection in GUI Agents AAAI 2026 LaSM: Layer-wise Scaling Mechanism for Defending Pop-up Attack on GUI Agents CVPR 2026 OS-Sentinel: Towards Safety-Enhanced Mobile GUI Agents via Hybrid Validation in Realistic Workflows ACL 2026 See, Think, Act: Teaching Multimodal Agents to Effectively Interact with GUI by Identifying Toggles CVPR 2026 Training High-Level Schedulers with Execution-Feedback Reinforcement Learning for Long-Horizon GUI Automation CVPR 2026 Can Knowledge be Transferred from Unimodal to Multimodal? Investigating the Transitivity of Multimodal Knowledge Editing ICCV 2025 Caution for the Environment: Multimodal LLM Agents are Susceptible to Environmental Distractions ACL 2025 ChemAgent: Self-updating Memories in Large Language Models Improves Chemical Reasoning ICLR 2025 DocBench: A Benchmark for Evaluating LLM-based Document Reading Systems NAACL 2025 Do NOT Think That Much for 2+3=? On the Overthinking of Long Reasoning Models ICML 2025 Gracefully Filtering Backdoor Samples for Generative Large Language Models without Retraining COLING 2025 GuideBench: Benchmarking Domain-Oriented Guideline Following for LLM Agents ACL 2025 Hidden Ghost Hand: Unveiling Backdoor Vulnerabilities in MLLM-Powered Mobile GUI Agents EMNLP 2025 Look Before You Leap: Enhance Attention and Vigilance Regarding Harmful Content with GuidelineLLM AAAI 2025 MEGen: Generative Backdoor into Large Language Models via Model Editing ACL 2025 OS-Kairos: Adaptive Interaction for MLLM-Powered GUI Agents ACL 2025 RaSA: Rank-Sharing Low-Rank Adaptation ICLR 2025 SynGhost: Invisible and Universal Task-agnostic Backdoor Attack via Syntactic Transfer NAACL 2025 Watch Out Your Album! On the Inadvertent Privacy Memorization in Multi-Modal Large Language Models ICML 2025 Acquiring Clean Language Models from Backdoor Poisoned Datasets by Downscaling Frequency Space ACL 2024 AuRoRA: A One-for-all Platform for Augmented Reasoning and Refining with Task-Adaptive Chain-of-Thought Prompting COLING 2024 Can Watermarks Survive Translation? On the Cross-lingual Consistency of Text Watermark for Large Language Models ACL 2024 CoCo-Agent: A Comprehensive Cognitive MLLM Agent for Smartphone GUI Automation ACL 2024 Dynamic Planning for LLM-based Graphical User Interface Automation EMNLP 2024 Embedding Trajectory for Out-of-Distribution Detection in Mathematical Reasoning NeurIPS 2024 Fact-Driven Logical Reasoning for Machine Reading Comprehension AAAI 2024 From Multimodal LLM to Human-level AI: Modality, Instruction, Reasoning, Efficiency and beyond COLING 2024 GLaPE: Gold Label-agnostic Prompt Evaluation for Large Language Models EMNLP 2024 Improving Machine Translation with Human Feedback: An Exploration of Quality Estimation as a Reward Model NAACL 2024 Investigating Multi-Hop Factual Shortcuts in Knowledge Editing of Large Language Models ACL 2024 Measuring Bargaining Abilities of LLMs: A Benchmark and A Buyer-Enhancement Method ACL 2024 MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning ACL 2024 Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language Models ACL 2024 Mitigating Misleading Chain-of-Thought Reasoning with Selective Filtering COLING 2024 On the Robustness of Editing Large Language Models EMNLP 2024 R-Judge: Benchmarking Safety Risk Awareness for LLM Agents EMNLP 2024 Self-Prompting Large Language Models for Zero-Shot Open-Domain QA NAACL 2024 Structured Chemistry Reasoning with Large Language Models ICML 2024 You Only Look at Screens: Multimodal Chain-of-Action Agents ACL 2024 Automatic Chain of Thought Prompting in Large Language Models ICLR 2023 Decker: Double Check with Heterogeneous Knowledge for Commonsense Fact Verification ACL 2023 Element-aware Summarization with Large Language Models: Expert-aligned Evaluation and Chain-of-Thought Method ACL 2023 Is ChatGPT a General-Purpose Natural Language Processing Task Solver? EMNLP 2023 Language Model Pre-training on True Negatives AAAI 2023 Learning Better Masking for Better Language Model Pre-training ACL 2023 Learning WHO Saying WHAT to WHOM in Multi-Party Conversations IJCNLP 2023 Towards End-to-End Open Conversational Machine Reading EACL 2023 Back to the Future: Bidirectional Information Decoupling Network for Multi-turn Dialogue Modeling EMNLP 2022 Distinguishing Non-natural from Natural Adversarial Samples for More Robust Pre-trained Language Model ACL 2022 Instance Regularization for Discriminative Language Model Pre-training EMNLP 2022 Modeling Hierarchical Reasoning Chains by Linking Discourse Units and Key Phrases for Reading Comprehension COLING 2022 Retrieval Augmentation for Commonsense Reasoning: A Unified Approach EMNLP 2022 Sentence-aware Contrastive Learning for Open-Domain Passage Retrieval ACL 2022 Structural Characterization for Dialogue Disentanglement ACL 2022 Task Compass: Scaling Multi-task Pre-training with Task Prefix EMNLP 2022 Tracing Origins: Coreference-aware Machine Reading Comprehension ACL 2022 Dialogue Graph Modeling for Conversational Machine Reading ACL 2021 Filling the Gap of Utterance-aware and Speaker-aware Representation for Multi-turn Dialogue AAAI 2021 Retrospective Reader for Machine Reading Comprehension AAAI 2021 Smoothing Dialogue States for Open Conversational Machine Reading EMNLP 2021 Span Fine-tuning for Pre-trained Language Models EMNLP 2021 Structural Pre-training for Dialogue Comprehension ACL 2021 Topic-Aware Multi-turn Dialogue Modeling AAAI 2021 Data-dependent Gaussian Prior Objective for Language Generation ICLR 2020 DCMN+: Dual Co-Matching Network for Multi-Choice Reading Comprehension AAAI 2020 Explicit Sentence Compression for Neural Machine Translation AAAI 2020 LIMIT-BERT : Linguistics Informed Multi-Task BERT EMNLP 2020 Neural Machine Translation with Universal Visual Representation ICLR 2020 Semantics-Aware BERT for Language Understanding AAAI 2020 SG-Net: Syntax-Guided Machine Reading Comprehension AAAI 2020 Dependency or Span, End-to-End Uniform Semantic Role Labeling AAAI 2019 Open Vocabulary Learning for Neural Chinese Pinyin IME ACL 2019 SJTU-NICT at MRP 2019: Multi-Task Learning for End-to-End Uniform Semantic Graph Parsing CoNLL 2019 A Unified Syntax-aware Framework for Semantic Role Labeling EMNLP 2018 Joint Learning of POS and Dependencies for Multilingual Universal Dependency Parsing CoNLL 2018 Lingke: a Fine-grained Multi-turn Chatbot for Customer Service COLING 2018 Modeling Multi-turn Conversation with Deep Utterance Aggregation COLING 2018 Moon IME: Neural-based Chinese Pinyin Aided Input Method with Customizable Association ACL 2018 One-shot Learning for Question-Answering in Gaokao History Challenge COLING 2018 SJTU-NLP at SemEval-2018 Task 9: Neural Hypernym Discovery with Term Embeddings SemEval 2018 Subword-augmented Embedding for Cloze Reading Comprehension COLING 2018