Yong Xu

Agent4FaceForgery: Multi-Agent LLM Framework for Realistic Face Forgery Detection CVPR 2026 Defect Cue-Preserved Structural Feature Refinement for Few-Shot Anomaly Detection CVPR 2026 Frequency-Aligned Cross-Modal Learning with Top-K Wavelet Fusion and Dynamic Expert Routing for Enhanced Retinal Disease Diagnosis AAAI 2026 PA-FAS: Towards Interpretable and Generalizable Multimodal Face Anti-Spoofing via Path-Augmented Reinforcement Learning AAAI 2026 PHASE-Net: Physics-Grounded Harmonic Attention System for Efficient Remote Photoplethysmography Measurement CVPR 2026 Physically-Grounded Turbulence Mitigation with Frame-Shared Degradation Parameters CVPR 2026 Towards Zero-Shot Diabetic Retinopathy Grading: Learning Generalized Knowledge via Prompt-Driven Matching and Emulating AAAI 2026 Vision-Language Models Guided Graph Concept Reasoning for Interpretable Diabetic Retinopathy Diagnosis AAAI 2026 Base-Detail Feature Learning Framework for Visible-Infrared Person Re-Identification IJCAI 2025 Deep Hierarchies and Invariant Disease-Indicative Feature Learning for Computer Aided Diagnosis of Multiple Fundus Diseases AAAI 2025 EducationQ: Evaluating LLMs’ Teaching Capabilities Through Multi-Agent Dialogue Framework ACL 2025 Ex-VAD: Explainable Fine-grained Video Anomaly Detection Based on Visual-Language Models ICML 2025 EzAudio: Enhancing Text-to-Audio Generation with Efficient Diffusion Transformer Interspeech 2025 Federated Weakly Supervised Video Anomaly Detection with Multimodal Prompt AAAI 2025 Generator-Assistant Stepwise Rollback Framework for Large Language Model Agent EMNLP 2025 Hard Sample Mining-based Tongue Diagnosis for Fatty Liver Disease Severity Classification MICCAI 2025 LogiGraph: Logical Reasoning with Contrastive Learning and Lightweight Graph Networks COLING 2025 Mutual Learning for SAM Adaptation: A Dual Collaborative Network Framework for Source-Free Domain Transfer ICML 2025 OV-DQUO: Open-Vocabulary DETR with Denoising Text Query Training and Open-World Unknown Objects Supervision AAAI 2025 RetouchGPT: LLM-based Interactive High-Fidelity Face Retouching via Imperfection Prompting AAAI 2025 Self-Correcting Robot Manipulation via Gaussian-Splatted Foresight AAAI 2025 Spectral Compressive Imaging via Unmixing-driven Subspace Diffusion Refinement ICLR 2025 VietASR: Achieving Industry-level Vietnamese ASR with 50-hour labeled data and Large-Scale Speech Pretraining Interspeech 2025 Zero-Shot Low-Light Image Enhancement via Latent Diffusion Models AAAI 2025 AlphaFin: Benchmarking Financial Analysis with Retrieval-Augmented Stock-Chain Framework COLING 2024 Attention-Induced Embedding Imputation for Incomplete Multi-View Partial Multi-Label Classification AAAI 2024 Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments ACL 2024 Diffusion-based Missing-view Generation With the Application on Incomplete Multi-view Clustering ICML 2024 Everything of Thoughts: Defying the Law of Penrose Triangle for Thought Generation ACL 2024 FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction ICML 2024 HACDR-Net: Heterogeneous-Aware Convolutional Network for Diabetic Retinopathy Multi-Lesion Segmentation AAAI 2024 Language-Driven Cross-Modal Classifier for Zero-Shot Multi-Label Image Recognition ICML 2024 LibriheavyMix: A 20,000-Hour Dataset for Single-Channel Reverberant Multi-Talker Speech Separation, ASR and Speaker Diarization Interspeech 2024 MambaSCI: Efficient Mamba-UNet for Quad-Bayer Patterned Video Snapshot Compressive Imaging NeurIPS 2024 Multi-Channel Multi-Speaker ASR Using Target Speaker’s Solo Segment Interspeech 2024 Partial Multi-View Multi-Label Classification via Semantic Invariance Learning and Prototype Modeling ICML 2024 QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback based Self-Correction ACL 2024 Text-conditional Attribute Alignment across Latent Spaces for 3D Controllable Face Image Synthesis CVPR 2024 "Tracking Meets LoRA: Faster Training, Larger Model, Stronger Performance" ECCV 2024 Unsupervised Sign Language Translation and Generation ACL 2024 VRetouchEr: Learning Cross-frame Feature Interdependence with Imperfection Flow for Face Retouching in Videos CVPR 2024 Zero-Shot Event-Intensity Asymmetric Stereo via Visual Prompting from Image Domain NeurIPS 2024 CIGAR: Cross-Modality Graph Reasoning for Domain Adaptive Object Detection CVPR 2023 Coherent Event Guided Low-Light Video Enhancement ICCV 2023 DICNet: Deep Instance-Level Contrastive Network for Double Incomplete Multi-View Multi-Label Classification AAAI 2023 GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks NeurIPS 2023 Highly Confident Local Structure Based Consensus Graph Learning for Incomplete Multi-View Clustering CVPR 2023 Incomplete Multi-View Multi-Label Learning via Label-Guided Masked View- and Category-Aware Transformers AAAI 2023 Masked Two-channel Decoupling Framework for Incomplete Multi-view Weak Multi-label Learning NeurIPS 2023 MVCINN: Multi-View Diabetic Retinopathy Detection Using a Deep Cross-Interaction Neural Network AAAI 2023 Zoneformer: On-device Neural Beamformer For In-car Multi-zone Speech Separation, Enhancement and Echo Cancellation Interspeech 2023 Audio Visual Multi-Speaker Tracking with Improved GCF and PMBM Filter Interspeech 2022 CTL-MTNet: A Novel CapsNet and Transfer Learning-Based Mixed Task Net for Single-Corpus and Cross-Corpus Speech Emotion Recognition IJCAI 2022 Fine-Grained Object Classification via Self-Supervised Pose Alignment CVPR 2022 Joint Neural AEC and Beamforming with Double-Talk Detection Interspeech 2022 SphericGAN: Semi-Supervised Hyper-Spherical Generative Adversarial Networks for Fine-Grained Image Synthesis CVPR 2022 Streamable Speech Representation Disentanglement and Multi-Level Prosody Modeling for Live One-Shot Voice Conversion Interspeech 2022 SwinTrack: A Simple and Strong Baseline for Transformer Tracking NeurIPS 2022 Deep Texture Recognition via Exploiting Cross-Layer Statistical Self-Similarity CVPR 2021 Dual-Octave Convolution for Accelerated Parallel MR Image Reconstruction AAAI 2021 Encoding Spatial Distribution of Convolutional Features for Texture Representation NeurIPS 2021 Generalized Spatio-Temporal RNN Beamformer for Target Speech Separation Interspeech 2021 Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics for Session-based Recommendation AAAI 2021 Hypergraph Neural Networks for Hypergraph Matching ICCV 2021 Knowledge-aware Coupled Graph Neural Network for Social Recommendation AAAI 2021 Knowledge-Enhanced Hierarchical Graph Transformer Network for Multi-Behavior Recommendation AAAI 2021 MetricNet: Towards Improved Modeling For Non-Intrusive Speech Quality Assessment Interspeech 2021 MIMO Self-Attentive RNN Beamformer for Multi-Speaker Speech Separation Interspeech 2021 Semi-Supervised Single-Stage Controllable GANs for Conditional Fine-Grained Image Generation ICCV 2021 Spatial-Temporal Sequential Hypergraph Network for Crime Prediction with Dynamic Multiplex Relation Learning IJCAI 2021 TeCANet: Temporal-Contextual Attention Network for Environment-Aware Speech Dereverberation Interspeech 2021 Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network AAAI 2021 Unified Tensor Framework for Incomplete Multi-view Clustering and Missing-view Inferring AAAI 2021 Audio-Visual Multi-Channel Recognition of Overlapped Speech Interspeech 2020 CDIMC-net: Cognitive Deep Incomplete Multi-view Clustering Network IJCAI 2020 Neural Spatio-Temporal Beamformer for Target Speech Separation Interspeech 2020 A Comprehensive Study of Speech Separation: Spectrogram vs Waveform Separation Interspeech 2019 Adaptive GNN for Image Analysis and Editing NeurIPS 2019 Improved Speaker-Dependent Separation for CHiME-5 Challenge Interspeech 2019 LaSOT: A High-Quality Benchmark for Large-Scale Single Object Tracking CVPR 2019 Neural Spatial Filter: Target Speaker Speech Separation Assisted with Directional Information Interspeech 2019 Single-Channel Signal Separation and Deconvolution with Generative Adversarial Networks IJCAI 2019 Unified Embedding Alignment with Missing Views Inferring for Incomplete Multi-View Clustering AAAI 2019 Bidirectional Attentive Fusion With Context Gating for Dense Video Captioning CVPR 2018 Highly-Economized Multi-View Binary Compression for Scalable Image Clustering ECCV 2018 Attention and Localization Based on a Deep Convolutional Recurrent Model for Weakly Supervised Audio Tagging Interspeech 2017 Intelligibilities of Mandarin Chinese Sentences with Spectral “Holes” Interspeech 2017 Mind the Class Weight Bias: Weighted Maximum Mean Discrepancy for Unsupervised Domain Adaptation CVPR 2017 Beyond Object Recognition: Visual Sentiment Analysis with Deep Coupled Adjective and Noun Neural Networks IJCAI 2016 Sparse Coding for Classification via Discrimination Ensemble CVPR 2016 TransRead: Designing a Bilingual Reading Experience with Machine Translation Technologies NAACL 2016 Removing Rain From a Single Image via Discriminative Sparse Coding ICCV 2015 Lacunarity Analysis on Image Patterns for Texture Classification CVPR 2014