Yanfeng Wang

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