Yanfeng Wang

Cross-Modal Coreference Alignment: Enabling Reliable Information Transfer in Omni-LLMs ACL 2026 GenMask: Adapting DiT for Segmentation via Direct Mask Generation CVPR 2026 MCP-Flow: Facilitating LLM Agents to Master Real-World, Diverse and Scaling MCP Tools ACL 2026 MedS³: Towards Medical Slow Thinking with Self-Evolved Soft Dual-sided Process Supervision AAAI 2026 Miner: Mining Intrinsic Mastery for Data-Efficient RL in Large Reasoning Models ACL 2026 One-Step Diffusion Transformer for Controllable Real-World Image Super-Resolution CVPR 2026 POINTS-Long: Adaptive Dual-Mode Visual Reasoning in MLLMs CVPR 2026 Rejection Mixing: Fast Semantic Propagation of Mask Tokens for Efficient DLLM Inference CVPR 2026 SLoRA: Balancing Plasticity and Forgetting in Large Language Models for Continual Learning ACL 2026 SpatialScore: Towards Comprehensive Evaluation for Spatial Intelligence CVPR 2026 Versatile Vision-Language Model for 3D Computed Tomography AAAI 2026 When Seeing Is not Enough: Revealing the Limits of Active Reasoning in MLLMs ACL 2026 4DGC: Rate-Aware 4D Gaussian Compression for Efficient Streamable Free-Viewpoint Video CVPR 2025 Advancing Myopia To Holism: Fully Contrastive Language-Image Pre-training CVPR 2025 AutoMedEval: Harnessing Language Models for Automatic Medical Capability Evaluation ACL 2025 Bridging the Dynamic Perception Gap: Training-Free Draft Chain-of-Thought for Dynamic Multimodal Spatial Reasoning EMNLP 2025 Combatting Dimensional Collapse in LLM Pre-Training Data via Submodular File Selection ICLR 2025 ConText: Driving In-context Learning for Text Removal and Segmentation ICML 2025 DICE: Structured Reasoning in LLMs through SLM-Guided Chain-of-Thought Correction EMNLP 2025 Differential-informed Sample Selection Accelerates Multimodal Contrastive Learning ICCV 2025 DSVD: Dynamic Self-Verify Decoding for Faithful Generation in Large Language Models EMNLP 2025 Emerging Safety Attack and Defense in Federated Instruction Tuning of Large Language Models ICLR 2025 EvolveBench: A Comprehensive Benchmark for Assessing Temporal Awareness in LLMs on Evolving Knowledge ACL 2025 FedDQC: Data Quality Control in Federated Instruction-tuning of Large Language Models ACL 2025 FedMABench: Benchmarking Mobile GUI Agents on Decentralized Heterogeneous User Data EMNLP 2025 Fine-tuning with Reserved Majority for Noise Reduction ICLR 2025 LamRA: Large Multimodal Model as Your Advanced Retrieval Assistant CVPR 2025 MegaFusion: Extend Diffusion Models towards Higher-Resolution Image Generation without Further Tuning WACV 2025 MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users EMNLP 2025 MoMa: Modulating Mamba for Adapting Image Foundation Models to Video Recognition ICML 2025 MRGen: Segmentation Data Engine For Underrepresented MRI Modalities ICCV 2025 RadIR: A Scalable Framework for Multi-Grained Medical Image Retrieval via Radiology Report Mining MICCAI 2025 ReflecTool: Towards Reflection-Aware Tool-Augmented Clinical Agents ACL 2025 SOVA-Bench: Benchmarking the Speech Conversation Ability for LLM-based Voice Assistant Interspeech 2025 Synthesizing Post-Training Data for LLMs through Multi-Agent Simulation ACL 2025 Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications ACL 2025 Towards Universal Soccer Video Understanding CVPR 2025 VocalNet: Speech LLMs with Multi-Token Prediction for Faster and High-Quality Generation EMNLP 2025 VRVVC: Variable-Rate NeRF-Based Volumetric Video Compression AAAI 2025 Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images CVPR 2024 An Extensible Framework for Open Heterogeneous Collaborative Perception ICLR 2024 Audio-Visual Segmentation via Unlabeled Frame Exploitation CVPR 2024 CE-VDG: Counterfactual Entropy-based Bias Reduction for Video-grounded Dialogue Generation COLING 2024 CF-TCIR: A Compositor-Free Framework for Hierarchical Text-Conditioned Image Retrieval ACL 2024 CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios EMNLP 2024 DictLLM: Harnessing Key-Value Data Structures with Large Language Models for Enhanced Medical Diagnostics ACL 2024 Diversified Batch Selection for Training Acceleration ICML 2024 Domain-Inspired Sharpness-Aware Minimization Under Domain Shifts ICLR 2024 Editable Scene Simulation for Autonomous Driving via Collaborative LLM-Agents CVPR 2024 Exploring Training on Heterogeneous Data with Mixture of Low-rank Adapters ICML 2024 Fake It Till Make It: Federated Learning with Consensus-Oriented Generation ICLR 2024 FedLLM-Bench: Realistic Benchmarks for Federated Learning of Large Language Models NeurIPS 2024 HarmoDT: Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning ICML 2024 HSDreport: Heart Sound Diagnosis with Echocardiography Reports EMNLP 2024 Intelligent Grimm - Open-ended Visual Storytelling via Latent Diffusion Models CVPR 2024 KnowledgeSG: Privacy-Preserving Synthetic Text Generation with Knowledge Distillation from Server EMNLP 2024 Language-Driven Interactive Traffic Trajectory Generation NeurIPS 2024 Locally Estimated Global Perturbations are Better than Local Perturbations for Federated Sharpness-aware Minimization ICML 2024 Long-tailed Diffusion Models with Oriented Calibration ICLR 2024 Low-Rank Knowledge Decomposition for Medical Foundation Models CVPR 2024 M3AV: A Multimodal, Multigenre, and Multipurpose Audio-Visual Academic Lecture Dataset ACL 2024 MatchTime: Towards Automatic Soccer Game Commentary Generation EMNLP 2024 MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models AAAI 2024 MedCare: Advancing Medical LLMs through Decoupling Clinical Alignment and Knowledge Aggregation EMNLP 2024 Mitigating Noisy Correspondence by Geometrical Structure Consistency Learning CVPR 2024 MM-SAP: A Comprehensive Benchmark for Assessing Self-Awareness of Multimodal Large Language Models in Perception ACL 2024 On Harmonizing Implicit Subpopulations ICLR 2024 POSEIDON: A Consolidated Virtual Network Controller that Manages Millions of Tenants via Config Tree NSDI 2024 Post-decoder Biasing for End-to-End Speech Recognition of Multi-turn Medical Interview COLING 2024 Probabilistic Conformal Distillation for Enhancing Missing Modality Robustness NeurIPS 2024 Pruning before Fine-tuning: A Retraining-free Compression Framework for Pre-trained Language Models COLING 2024 Q-value Regularized Transformer for Offline Reinforcement Learning ICML 2024 RA2FD: Distilling Faithfulness into Efficient Dialogue Systems EMNLP 2024 RaTEScore: A Metric for Radiology Report Generation EMNLP 2024 ReMamber: Referring Image Segmentation with Mamba Twister ECCV 2024 Reprogramming Distillation for Medical Foundation Models MICCAI 2024 Revive Re-weighting in Imbalanced Learning by Density Ratio Estimation NeurIPS 2024 SDA: Semantic Discrepancy Alignment for Text-conditioned Image Retrieval ACL 2024 Self-Alignment of Large Language Models via Monopolylogue-based Social Scene Simulation ICML 2024 TAIA: Large Language Models are Out-of-Distribution Data Learners NeurIPS 2024 Towards an End-to-End Framework for Invasive Brain Signal Decoding with Large Language Models Interspeech 2024 WebUOT-1M: Advancing Deep Underwater Object Tracking with A Million-Scale Benchmark NeurIPS 2024 AttrSeg: Open-Vocabulary Semantic Segmentation via Attribute Decomposition-Aggregation NeurIPS 2023 Auxiliary Tasks Benefit 3D Skeleton-based Human Motion Prediction ICCV 2023 Collaboration Helps Camera Overtake LiDAR in 3D Detection CVPR 2023 Combating Representation Learning Disparity with Geometric Harmonization NeurIPS 2023 Distilling Vision-Language Pre-Training To Collaborate With Weakly-Supervised Temporal Action Localization CVPR 2023 DR2: Diffusion-Based Robust Degradation Remover for Blind Face Restoration CVPR 2023 EqMotion: Equivariant Multi-Agent Motion Prediction With Invariant Interaction Reasoning CVPR 2023 FedDisco: Federated Learning with Discrepancy-Aware Collaboration ICML 2023 Federated Domain Generalization With Generalization Adjustment CVPR 2023 Federated Learning with Bilateral Curation for Partially Class-Disjoint Data NeurIPS 2023 Joint-Relation Transformer for Multi-Person Motion Prediction ICCV 2023 Leapfrog Diffusion Model for Stochastic Trajectory Prediction CVPR 2023 Long-Tailed Partial Label Learning via Dynamic Rebalancing ICLR 2023 MedKLIP: Medical Knowledge Enhanced Language-Image Pre-Training for X-ray Diagnosis ICCV 2023 Open-vocabulary Object Segmentation with Diffusion Models ICCV 2023 Personalized Federated Learning with Inferred Collaboration Graphs ICML 2023 Self-Improvement of Non-autoregressive Model via Sequence-Level Distillation EMNLP 2023 Uncovering Prototypical Knowledge for Weakly Open-Vocabulary Semantic Segmentation NeurIPS 2023 Handwritten Mathematical Expression Recognition via Attention Aggregation Based Bi-directional Mutual Learning AAAI 2022 Multi-level Fusion of Wav2vec 2.0 and BERT for Multimodal Emotion Recognition Interspeech 2022 A Fourier-Based Framework for Domain Generalization CVPR 2021 Divide and Conquer for Single-Frame Temporal Action Localization ICCV 2021 H2O: A Benchmark for Visual Human-Human Object Handover Analysis ICCV 2021 Handwritten Chinese Font Generation With Collaborative Stroke Refinement WACV 2021 Inferring Emotion from Large-scale Internet Voice Data: A Semi-supervised Curriculum Augmentation based Deep Learning Approach AAAI 2021 Bottom-Up Temporal Action Localization with Mutual Regularization ECCV 2020 Dynamic Multiscale Graph Neural Networks for 3D Skeleton Based Human Motion Prediction CVPR 2020 Iteratively-Refined Interactive 3D Medical Image Segmentation With Multi-Agent Reinforcement Learning CVPR 2020 Accelerate CNN via Recursive Bayesian Pruning ICCV 2019 Actional-Structural Graph Convolutional Networks for Skeleton-Based Action Recognition CVPR 2019 Transferable Interactiveness Knowledge for Human-Object Interaction Detection CVPR 2019 Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network ECCV 2018 The Sogou-TIIC Speech Translation System for IWSLT 2018 EMNLP 2018