Zheng Lin

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding CVPR 2026 Breaking the Trade-Off Between Faithfulness and Expressiveness for Large Language Models AAAI 2026 CrossCut: Cross-Patch Aware Interactive Segmentation for Remote Sensing Images AAAI 2026 Efficient LLM-Jailbreaking via Multimodal-LLM Jailbreak AAAI 2026 IO-RAE: Information-Obfuscation Reversible Adversarial Example for Audio Privacy Protection AAAI 2026 PRISM: Privacy-Aware Routing for Adaptive Cloud–Edge LLM Inference via Semantic Sketch Collaboration AAAI 2026 Test-time Prompt Intervention AAAI 2026 VecInfer: Efficient LLM Inference with Low-Bit KV Cache via Outlier-Suppressed Vector Quantization ACL 2026 Adapt Once, Thrive with Updates: Transferable Parameter-Efficient Fine-Tuning on Evolving Base Models ACL 2025 A Diffusion-Based Framework for Occluded Object Movement AAAI 2025 AutoPrompt: Automated Red-Teaming of Text-to-Image Models via LLM-Driven Adversarial Prompts ICCV 2025 BeamLoRA: Beam-Constraint Low-Rank Adaptation ACL 2025 Categorical Attention: Fine-grained Language-guided Noise Filtering Network for Occluded Person Re-Identification IJCAI 2025 CBP-Tuning: Efficient Local Customization for Black-box Large Language Models EMNLP 2025 DiffRetouch: Using Diffusion to Retouch on the Shoulder of Experts AAAI 2025 DIVE into MoE: Diversity-Enhanced Reconstruction of Large Language Models from Dense into Mixture-of-Experts ACL 2025 Exploring Salient Object Detection with Adder Neural Networks AAAI 2025 Grammar-Based Code Representation: Is It a Worthy Pursuit for LLMs? ACL 2025 Multimodal Hypothetical Summary for Retrieval-based Multi-image Question Answering AAAI 2025 PIG: Privacy Jailbreak Attack on LLMs via Gradient-based Iterative In-Context Optimization ACL 2025 Relation Also Knows: Rethinking the Recall and Editing of Factual Associations in Auto-Regressive Transformer Language Models AAAI 2025 Sibyl: Empowering Empathetic Dialogue Generation in Large Language Models via Sensible and Visionary Commonsense Inference COLING 2025 TableDreamer: Progressive and Weakness-guided Data Synthesis from Scratch for Table Instruction Tuning ACL 2025 TailorKV: A Hybrid Framework for Long-Context Inference via Tailored KV Cache Optimization ACL 2025 Trust-GRS: A Trustworthy Training Framework for Graph Neural Network Based Recommender Systems Against Shilling Attacks AAAI 2025 Weights-Rotated Preference Optimization for Large Language Models EMNLP 2025 A Pedestrian is Worth One Prompt: Towards Language Guidance Person Re-Identification CVPR 2024 Light-PEFT: Lightening Parameter-Efficient Fine-Tuning via Early Pruning ACL 2024 Multimodal Table Understanding ACL 2024 Object Attribute Matters in Visual Question Answering AAAI 2024 Prediction Exposes Your Face: Black-box Model Inversion via Prediction Alignment ECCV 2024 Pruning Large Language Models to Intra-module Low-rank Architecture with Transitional Activations ACL 2024 TeMO: Towards Text-Driven 3D Stylization for Multi-Object Meshes CVPR 2024 Towards One-to-Many Visual Question Answering EMNLP 2024 A Gradient Control Method for Backdoor Attacks on Parameter-Efficient Tuning ACL 2023 An Empirical Study of Instruction-tuning Large Language Models in Chinese EMNLP 2023 Chain-of-Thought Reasoning in Tabular Language Models EMNLP 2023 Combo of Thinking and Observing for Outside-Knowledge VQA ACL 2023 Compressing and Debiasing Vision-Language Pre-Trained Models for Visual Question Answering EMNLP 2023 DiffusEmp: A Diffusion Model-Based Framework with Multi-Grained Control for Empathetic Response Generation ACL 2023 Divide, Conquer, and Combine: Mixture of Semantic-Independent Experts for Zero-Shot Dialogue State Tracking ACL 2023 IM-TQA: A Chinese Table Question Answering Dataset with Implicit and Multi-type Table Structures ACL 2023 Maximum Entropy Loss, the Silver Bullet Targeting Backdoor Attacks in Pre-trained Language Models ACL 2023 Multi-level Adaptive Contrastive Learning for Knowledge Internalization in Dialogue Generation EMNLP 2023 Question-Interlocutor Scope Realized Graph Modeling over Key Utterances for Dialogue Reading Comprehension ACL 2023 Retrieve-and-Sample: Document-level Event Argument Extraction via Hybrid Retrieval Augmentation ACL 2023 A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models NeurIPS 2022 CLIO: Role-interactive Multi-event Head Attention Network for Document-level Event Extraction COLING 2022 COST-EFF: Collaborative Optimization of Spatial and Temporal Efficiency with Slenderized Multi-exit Language Models EMNLP 2022 Empathetic Dialogue Generation via Sensitive Emotion Recognition and Sensible Knowledge Selection EMNLP 2022 FocusCut: Diving Into a Focus View in Interactive Segmentation CVPR 2022 Language Prior Is Not the Only Shortcut: A Benchmark for Shortcut Learning in VQA EMNLP 2022 Learning to Win Lottery Tickets in BERT Transfer via Task-agnostic Mask Training NAACL 2022 Neural Label Search for Zero-Shot Multi-Lingual Extractive Summarization ACL 2022 Neutral Utterances are Also Causes: Enhancing Conversational Causal Emotion Entailment with Social Commonsense Knowledge IJCAI 2022 Slot Dependency Modeling for Zero-Shot Cross-Domain Dialogue State Tracking COLING 2022 TAKE: Topic-shift Aware Knowledge sElection for Dialogue Generation COLING 2022 Target Really Matters: Target-aware Contrastive Learning and Consistency Regularization for Few-shot Stance Detection COLING 2022 Towards Robust Visual Question Answering: Making the Most of Biased Samples via Contrastive Learning EMNLP 2022 Check It Again:Progressive Visual Question Answering via Visual Entailment ACL 2021 Enhancing Zero-shot and Few-shot Stance Detection with Commonsense Knowledge Graph ACL 2021 Learning Class-Transductive Intent Representations for Zero-shot Intent Detection IJCAI 2021 Marginal Utility Diminishes: Exploring the Minimum Knowledge for BERT Knowledge Distillation ACL 2021 Past, Present, and Future: Conversational Emotion Recognition through Structural Modeling of Psychological Knowledge EMNLP 2021 ROSITA: Refined BERT cOmpreSsion with InTegrAted techniques AAAI 2021 Interactive Image Segmentation With First Click Attention CVPR 2020 Joint Character-Level Word Embedding and Adversarial Stability Training to Defend Adversarial Text AAAI 2020 Modeling Intra and Inter-modality Incongruity for Multi-Modal Sarcasm Detection EMNLP 2020 Taking a Deeper Look at Co-Salient Object Detection CVPR 2020 Ranking and Sampling in Open-Domain Question Answering EMNLP 2019