Yang Chen

Do We Truly Need So Many Samples? Multi-LLM Repeated Sampling Efficiently Scales Test-Time Compute AAAI 2026 MIGDiff: Multi-attributes Imputations for Attribute-missing Graphs via Graph Denoising Diffusion Model AAAI 2026 Flowing Backwards: Improving Normalizing Flows via Reverse Representation Alignment AAAI 2026 ChessArena: A Chess Testbed for Evaluating Strategic Reasoning Capabilities of Large Language Models ACL 2026 Think as Cardiac Sonographers: Marrying SAM with Left Ventricular Indicators Measurements According to Clinical Guidelines MICCAI 2025 Low-Dimension-to-High-Dimension Generalization and Its Implications for Length Generalization ICML 2025 Earlier Tokens Contribute More: Learning Direct Preference Optimization From Temporal Decay Perspective ICLR 2025 GRPO-Guided Modality Selection Enhanced LoRA-Tuned LLMs for Multimodal Emotion Recognition EMNLP 2025 DynamicFace: High-Quality and Consistent Face Swapping for Image and Video using Composable 3D Facial Priors ICCV 2025 ProcTag: Process Tagging for Assessing the Efficacy of Document Instruction Data AAAI 2025 Acting Beyond Learning: Imagination-Assisted Decision-Making in the Visual-based Multi-Agent Cooperative Scenarios AAAI 2025 Efficient Reinforcement Learning Through Adaptively Pretrained Visual Encoder AAAI 2025 A Causality-Inspired Model for Intima-Media Thickening Assessment in Ultrasound Videos MICCAI 2025 YNU at SemEval-2025 Task 4: Synthetic Token Alternative Training for LLM Unlearning SEMEVAL 2025 Untie the Knots: An Efficient Data Augmentation Strategy for Long-Context Pre-Training in Language Models ACL 2025 Translation and Fusion Improves Cross-lingual Information Extraction ACL 2025 AceMath: Advancing Frontier Math Reasoning with Post-Training and Reward Modeling ACL 2025 YNU at SemEval-2025 Task 4: Synthetic Token Alternative Training for LLM Unlearning ACL 2025 Determine the Number of States in Hidden Markov Models via Marginal Likelihood JMLR 2025 Situational-Constrained Sequential Resources Allocation via Reinforcement Learning IJCAI 2025 Neuron: Learning Context-Aware Evolving Representations for Zero-Shot Skeleton Action Recognition CVPR 2025 Patient-Level Anatomy Meets Scanning-Level Physics: Personalized Federated Low-Dose CT Denoising Empowered by Large Language Model CVPR 2025 Exploring Transferable Homogenous Groups for Compositional Zero-Shot Learning IJCAI 2025 Modular Deep Reinforcement Learning for Multi-Workload Offloading in Edge Networks IJCAI 2025 Open Your Eyes: Vision Enhances Message Passing Neural Networks in Link Prediction ICML 2025 Learning Efficient and Generalizable Human Representation with Human Gaussian Model ICCV 2025 Constrained Decoding for Cross-lingual Label Projection ICLR 2024 DreamMesh: Jointly Manipulating and Texturing Triangle Meshes for Text-to-3D Generation ECCV 2024 Relational Learning in Pre-Trained Models: A Theory from Hypergraph Recovery Perspective ICML 2024 Point Cloud Part Editing: Segmentation, Generation, Assembly, and Selection AAAI 2024 Meta-Inverse Reinforcement Learning for Mean Field Games via Probabilistic Context Variables AAAI 2024 Continuous Rotation Group Equivariant Network Inspired by Neural Population Coding AAAI 2024 Adaptive Meta-Learning Probabilistic Inference Framework for Long Sequence Prediction AAAI 2024 Robust Node Classification on Graph Data with Graph and Label Noise AAAI 2024 VP3D: Unleashing 2D Visual Prompt for Text-to-3D Generation CVPR 2024 A Rotation-invariant Texture ViT for Fine-Grained Recognition of Esophageal Cancer Endoscopic Ultrasound Images ECCV 2024 Material Decomposition in Photon-Counting CT: A Deep Learning Approach Driven by Detector Physics and ASIC Modeling MICCAI 2024 Fully Sparse 3D Occupancy Prediction ECCV 2024 Granular Privacy Control for Geolocation with Vision Language Models EMNLP 2024 UniIR: Training and Benchmarking Universal Multimodal Information Retrievers ECCV 2024 Are U a Joke Master? Pun Generation via Multi-Stage Curriculum Learning towards a Humor LLM ACL 2024 TOREE: Evaluating Topic Relevance of Student Essays for Chinese Primary and Middle School Education ACL 2024 Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical Reasoning ACL 2024 Alleviating Catastrophic Forgetting of Incremental Object Detection via Within-Class and Between-Class Knowledge Distillation ICCV 2023 Task-Robust Pre-Training for Worst-Case Downstream Adaptation NIPS 2023 Weakly-Supervised Semantic Segmentation for Histopathology Images Based on Dataset Synthesis and Feature Consistency Constraint AAAI 2023 HVTSurv: Hierarchical Vision Transformer for Patient-Level Survival Prediction from Whole Slide Image AAAI 2023 MSDC: Exploiting Multi-State Power Consumption in Non-intrusive Load Monitoring Based on a Dual-CNN Model AAAI 2023 Human-in-the-loop Evaluation for Early Misinformation Detection: A Case Study of COVID-19 Treatments ACL 2023 Frustratingly Easy Label Projection for Cross-lingual Transfer ACL 2023 Boosting Verified Training for Robust Image Classifications via Abstraction CVPR 2023 Geometric Visual Similarity Learning in 3D Medical Image Self-Supervised Pre-Training CVPR 2023 Multi2Claim: Generating Scientific Claims from Multi-Choice Questions for Scientific Fact-Checking EACL 2023 Can Pre-trained Vision and Language Models Answer Visual Information-Seeking Questions? EMNLP 2023 Open-domain Visual Entity Recognition: Towards Recognizing Millions of Wikipedia Entities ICCV 2023 LNPL-MIL: Learning from Noisy Pseudo Labels for Promoting Multiple Instance Learning in Whole Slide Image ICCV 2023 Tensor Gaussian Process with Contraction for Multi-Channel Imaging Analysis ICML 2023 Comparison of GIF- and SSL-based Features in Pathological-voice Detection INTERSPEECH 2023 Group SLOPE Penalized Low-Rank Tensor Regression JMLR 2023 Entropy-Driven Sampling and Training Scheme for Conditional Diffusion Generation ECCV 2022 Delving into the Local: Dynamic Inconsistency Learning for DeepFake Video Detection AAAI 2022 Prompt-based Conservation Learning for Multi-hop Question Answering COLING 2022 Eye Gaze and Self-attention: How Humans and Transformers Attend Words in Sentences ACL 2022 Unpaired Multi-Domain Stain Transfer for Kidney Histopathological Images AAAI 2022 Proximal PanNet: A Model-Based Deep Network for Pansharpening AAAI 2022 MNet: Rethinking 2D/3D Networks for Anisotropic Medical Image Segmentation IJCAI 2022 Region-Aware Temporal Inconsistency Learning for DeepFake Video Detection IJCAI 2022 Interpretable AMR-Based Question Decomposition for Multi-hop Question Answering IJCAI 2022 Hierarchical Contrastive Inconsistency Learning for Deepfake Video Detection ECCV 2022 Exploiting Fine-Grained Face Forgery Clues via Progressive Enhancement Learning AAAI 2022 TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification NIPS 2021 Local Relation Learning for Face Forgery Detection AAAI 2021 Model Selection for Cross-lingual Transfer EMNLP 2021 A Style and Semantic Memory Mechanism for Domain Generalization ICCV 2021 Semi-Supervised ASR by End-to-End Self-Training INTERSPEECH 2020 An Empirical Study of Pre-trained Transformers for Arabic Information Extraction EMNLP 2020 Pay Attention to Devils: A Photometric Stereo Network for Better Details IJCAI 2020 Deep Complementary Joint Model for Complex Scene Registration and Few-shot Segmentation on Medical Images ECCV 2020 One-Shot Learning for Long-Tail Visual Relation Detection AAAI 2020 Protean: VM Allocation Service at Scale OSDI 2020 EntEval: A Holistic Evaluation Benchmark for Entity Representations IJCNLP 2019 EntEval: A Holistic Evaluation Benchmark for Entity Representations EMNLP 2019 PoMo: Generating Entity-Specific Post-Modifiers in Context NAACL 2019 CartoonGAN: Generative Adversarial Networks for Photo Cartoonization CVPR 2018 Learning to Rank Retargeted Images CVPR 2017 Low-Rank Matrix Factorization Under General Mixture Noise Distributions ICCV 2015