Yujiu Yang

Probing the Safety Robustness of LLMs in Latent Space ACL 2026 Distributional Clarity: The Hidden Driver of RL-Friendliness in Large Language Models ACL 2026 O-DisCo-Edit: Object Distortion Control for Unified Realistic Video Editing AAAI 2026 SCAN: Structured Capability Assessment and Navigation for LLMs ACL 2026 ProReflow: Progressive Reflow with Decomposed Velocity CVPR 2025 Invisible Entropy: Towards Safe and Efficient Low-Entropy LLM Watermarking EMNLP 2025 Teaching Your Models to Understand Code via Focal Preference Alignment EMNLP 2025 ToM: Leveraging Tree-oriented MapReduce for Long-Context Reasoning in Large Language Models EMNLP 2025 Text Anomaly Detection with Simplified Isolation Kernel EMNLP 2025 Fair Text-Attributed Graph Representation Learning EMNLP 2025 MaskCD: Mitigating LVLM Hallucinations by Image Head Masked Contrastive Decoding EMNLP 2025 Advancing Visual Large Language Model for Multi-granular Versatile Perception ICCV 2025 CoHD: A Counting-Aware Hierarchical Decoding Framework for Generalized Referring Expression Segmentation ICCV 2025 ShifCon: Enhancing Non-Dominant Language Capabilities with a Shift-based Multilingual Contrastive Framework ACL 2025 MorphMark: Flexible Adaptive Watermarking for Large Language Models ACL 2025 Chain-of-Reasoning: Towards Unified Mathematical Reasoning in Large Language Models via a Multi-Paradigm Perspective ACL 2025 Robust and Minimally Invasive Watermarking for EaaS ACL 2025 From Evasion to Concealment: Stealthy Knowledge Unlearning for LLMs ACL 2025 Edge-free but Structure-aware: Prototype-Guided Knowledge Distillation from GNNs to MLPs COLING 2025 EpiCoder: Encompassing Diversity and Complexity in Code Generation ICML 2025 Critical Tokens Matter: Token-Level Contrastive Estimation Enhances LLM’s Reasoning Capability ICML 2025 ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation ICLR 2025 IDA-VLM: Towards Movie Understanding via ID-Aware Large Vision-Language Model ICLR 2025 IterComp: Iterative Composition-Aware Feedback Learning from Model Gallery for Text-to-Image Generation ICLR 2025 DnLUT: Ultra-Efficient Color Image Denoising via Channel-Aware Lookup Tables CVPR 2025 IDOL: Instant Photorealistic 3D Human Creation from a Single Image CVPR 2025 HyperSeg: Hybrid Segmentation Assistant with Fine-grained Visual Perceiver CVPR 2025 LLM2: Let Large Language Models Harness System 2 Reasoning NAACL 2025 Scalable Image Tokenization with Index Backpropagation Quantization ICCV 2025 InstructSeg: Unifying Instructed Visual Segmentation with Multi-modal Large Language Models ICCV 2025 Taming Lookup Tables for Efficient Image Retouching ECCV 2024 A Comprehensive Study of Multimodal Large Language Models for Image Quality Assessment ECCV 2024 Weight-Inherited Distillation for Task-Agnostic BERT Compression NAACL 2024 ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving ICLR 2024 Continuous Invariance Learning ICLR 2024 Spurious Feature Diversification Improves Out-of-distribution Generalization ICLR 2024 SciAgent: Tool-augmented Language Models for Scientific Reasoning EMNLP 2024 Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate EMNLP 2024 HoLLMwood: Unleashing the Creativity of Large Language Models in Screenwriting via Role Playing EMNLP 2024 RealCompo: Balancing Realism and Compositionality Improves Text-to-Image Diffusion Models NIPS 2024 Unchosen Experts Can Contribute Too: Unleashing MoE Models’ Power by Self-Contrast NIPS 2024 ToolBeHonest: A Multi-level Hallucination Diagnostic Benchmark for Tool-Augmented Large Language Models EMNLP 2024 A Thorough Examination of Decoding Methods in the Era of LLMs EMNLP 2024 PTD-SQL: Partitioning and Targeted Drilling with LLMs in Text-to-SQL EMNLP 2024 Bridging the Gap: A Unified Video Comprehension Framework for Moment Retrieval and Highlight Detection CVPR 2024 Not All Tokens Are What You Need for Pretraining NIPS 2024 AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents NIPS 2024 CriticBench: Benchmarking LLMs for Critique-Correct Reasoning ACL 2024 TextBind: Multi-turn Interleaved Multimodal Instruction-following in the Wild ACL 2024 Incremental Residual Concept Bottleneck Models CVPR 2024 Universal Segmentation at Arbitrary Granularity with Language Instruction CVPR 2024 Mitigating Reversal Curse in Large Language Models via Semantic-aware Permutation Training ACL 2024 Addressing Entity Translation Problem via Translation Difficulty and Context Diversity ACL 2024 CoSeR: Bridging Image and Language for Cognitive Super-Resolution CVPR 2024 Rolling Shutter Correction with Intermediate Distortion Flow Estimation CVPR 2024 MLLMGuard: A Multi-dimensional Safety Evaluation Suite for Multimodal Large Language Models NIPS 2024 CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing ICLR 2024 Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers ICLR 2024 InsCL: A Data-efficient Continual Learning Paradigm for Fine-tuning Large Language Models with Instructions NAACL 2024 Accelerating Diffusion Models for Inverse Problems through Shortcut Sampling IJCAI 2024 Prior Relational Schema Assists Effective Contrastive Learning for Inductive Knowledge Graph Completion COLING 2024 D2Match: Leveraging Deep Learning and Degeneracy for Subgraph Matching ICML 2023 SOC: Semantic-Assisted Object Cluster for Referring Video Object Segmentation NIPS 2023 Assessor360: Multi-sequence Network for Blind Omnidirectional Image Quality Assessment NIPS 2023 MvP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction ACL 2023 Solving Math Word Problems via Cooperative Reasoning induced Language Models ACL 2023 AutoConv: Automatically Generating Information-seeking Conversations with Large Language Models ACL 2023 NewsDialogues: Towards Proactive News Grounded Conversation ACL 2023 Seeing What You Miss: Vision-Language Pre-Training With Semantic Completion Learning CVPR 2023 3D GAN Inversion With Facial Symmetry Prior CVPR 2023 GLeaD: Improving GANs With a Generator-Leading Task CVPR 2023 RIFormer: Keep Your Vision Backbone Effective but Removing Token Mixer CVPR 2023 MAP: Multimodal Uncertainty-Aware Vision-Language Pre-Training Model CVPR 2023 Enhancing Dialogue Generation with Conversational Concept Flows EACL 2023 ICA-Proto: Iterative Cross Alignment Prototypical Network for Incremental Few-Shot Relation Classification EACL 2023 Question Answering as Programming for Solving Time-Sensitive Questions EMNLP 2023 Specialist or Generalist? Instruction Tuning for Specific NLP Tasks EMNLP 2023 Global Knowledge Calibration for Fast Open-Vocabulary Segmentation ICCV 2023 Masked Autoencoders Are Stronger Knowledge Distillers ICCV 2023 ToonTalker: Cross-Domain Face Reenactment ICCV 2023 UniKD: Universal Knowledge Distillation for Mimicking Homogeneous or Heterogeneous Object Detectors ICCV 2023 Feature Expansion for Graph Neural Networks ICML 2023 Rethinking Alignment in Video Super-Resolution Transformers NIPS 2022 StyleHEAT: One-Shot High-Resolution Editable Talking Face Generation via Pre-trained StyleGAN ECCV 2022 EmpHi: Generating Empathetic Responses with Human-like Intents NAACL 2022 Augmenting Anchors by the Detector Itself IJCAI 2022 High-Fidelity GAN Inversion with Padding Space ECCV 2022 IIGROUP Submissions for WMT22 Word-Level AutoCompletion Task EMNLP 2022 Accelerating Neural Network Optimization Through an Automated Control Theory Lens CVPR 2022 Learning Adaptive Warping for Real-World Rolling Shutter Correction CVPR 2022 Global Spectral Filter Memory Network for Video Object Segmentation ECCV 2022 Learning Quality-Aware Dynamic Memory for Video Object Segmentation ECCV 2022 TediGAN: Text-Guided Diverse Face Image Generation and Manipulation CVPR 2021 Probabilistic Modeling of Semantic Ambiguity for Scene Graph Generation CVPR 2021 Adder Attention for Vision Transformer NIPS 2021 MIRTT: Learning Multimodal Interaction Representations from Trilinear Transformers for Visual Question Answering EMNLP 2021 DT-QDC: A Dataset for Question Comprehension in Online Test COLING 2020 HGCN4MeSH: Hybrid Graph Convolution Network for MeSH Indexing ACL 2020 Topic Enhanced Controllable CVAE for Dialogue Generation (Student Abstract) AAAI 2020 Sparse Adversarial Attack via Perturbation Factorization ECCV 2020 Compressing Convolutional Neural Networks via Factorized Convolutional Filters CVPR 2019 A Human-Like Semantic Cognition Network for Aspect-Level Sentiment Classification AAAI 2019 Multi-glance Reading Model for Text Understanding ACL 2018 A Multi-sentiment-resource Enhanced Attention Network for Sentiment Classification ACL 2018 Latent Community Discovery with Network Regularization for Core Actors Clustering COLING 2012