Gongshen Liu

Consensus Entropy: Harnessing Multi-VLM Agreement for Self-Verifying and Self-Improving OCR CVPR 2026 LaSM: Layer-wise Scaling Mechanism for Defending Pop-up Attack on GUI Agents CVPR 2026 SEARL: Joint Optimization of Policy and Tool Graph Memory for Self-Evolving Agents 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 ALIS: Aligned LLM Instruction Security Strategy for Unsafe Input Prompt COLING 2025 Can Knowledge be Transferred from Unimodal to Multimodal? Investigating the Transitivity of Multimodal Knowledge Editing ICCV 2025 Gracefully Filtering Backdoor Samples for Generative Large Language Models without Retraining COLING 2025 Hidden Ghost Hand: Unveiling Backdoor Vulnerabilities in MLLM-Powered Mobile GUI Agents EMNLP 2025 OS-Kairos: Adaptive Interaction for MLLM-Powered GUI Agents ACL 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 Backdoor NLP Models via AI-Generated Text COLING 2024 How Large Language Models Encode Context Knowledge? A Layer-Wise Probing Study COLING 2024 Investigating Multi-Hop Factual Shortcuts in Knowledge Editing of Large Language Models ACL 2024 R-Judge: Benchmarking Safety Risk Awareness for LLM Agents EMNLP 2024 UOR: Universal Backdoor Attacks on Pre-trained Language Models ACL 2024 Is Continuous Prompt a Combination of Discrete Prompts? Towards a Novel View for Interpreting Continuous Prompts ACL 2023 PLMmark: A Secure and Robust Black-Box Watermarking Framework for Pre-trained Language Models AAAI 2023 A Multi-Task Dual-Tree Network for Aspect Sentiment Triplet Extraction COLING 2022 A Universal Identity Backdoor Attack against Speaker Verification based on Siamese Network Interspeech 2022 Few-shot Table-to-text Generation with Prefix-Controlled Generator COLING 2022 Improving Constituent Representation with Hypertree Neural Networks NAACL 2022 PPT: Backdoor Attacks on Pre-trained Models via Poisoned Prompt Tuning IJCAI 2022 TransAdv: A Translation-based Adversarial Learning Framework for Zero-Resource Cross-Lingual Named Entity Recognition EMNLP 2022 Entity-Aware Abstractive Multi-Document Summarization ACL 2021 A Character-Centric Neural Model for Automated Story Generation AAAI 2020 Hierarchy-Aware Global Model for Hierarchical Text Classification ACL 2020 Adaptive User Modeling with Long and Short-Term Preferences for Personalized Recommendation IJCAI 2019 Multiple Character Embeddings for Chinese Word Segmentation ACL 2019 A Joint Selective Mechanism for Abstractive Sentence Summarization ACML 2018 A Unified Syntax-aware Framework for Semantic Role Labeling EMNLP 2018 Modeling Multi-turn Conversation with Deep Utterance Aggregation COLING 2018 Sliced Recurrent Neural Networks COLING 2018