← Authors

Yong Xu

87 papers · 2014–2026 · 14 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (21) 🧭 Keyword Pioneer 🌍 Conference Polyglot (14) πŸƒ Academic Marathon (11) 🐝 Cross-Pollinator (11) 🏠 Conference Loyalist (22) πŸ† Keyword Champion (2) 🀝 Dynamic Duo (17) πŸ”¬ Deep Specialist (15) πŸ† Grand Slam 🧬 Topic Evolution πŸ—ƒοΈ Keyword Collector (57) πŸ”₯ Unstoppable (12) ⚑ Prolific Year (18) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter πŸ’Ž Century Club (83)

Conferences

AAAI (22) INTERSPEECH (17) CVPR (12) NIPS (7) ICML (6) IJCAI (6) ACL (5) ICCV (4) COLING (2) ECCV (2) EMNLP (1) ICLR (1) MICCAI (1) NAACL (1)

Top co-authors

Chao Huang (17) Jie Wen (16) Chengliang Liu (13) Dong Yu (12) Meng Yu (12) Shi-Xiong Zhang (12) Xiaoling Luo (10) Lianghao Xia (7) Si Wu (6) Yabo Liu (6)

Keywords

speech separation (9) attention mechanism (8) graph neural network (7) large language model (7) representation learning (6) multi-view learning (5) diabetic retinopathy (4) convolutional neural network (4) multimodal learning (4) multi-label classification (4) zero-shot learning (4) multi-view clustering (4) incomplete multi-view (3) generative adversarial network (3) image restoration (3) domain adaptation (3) speech enhancement (3) prompt engineering (3) contrastive learning (3) speech recognition (3)

Papers

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