Xin Yang

106 papers · 2018–2026 · 15 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🏃 Academic Marathon (7) 🗺️ Taxonomy Completionist (140) 🌈 Renaissance Researcher (13) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (5) 🌍 Conference Polyglot (15) 🏠 Conference Loyalist (33) 🤝 Dynamic Duo (14) 🏆 Grand Slam 👥 Mega-Team (25) 🌱 Topic Pioneer 🔬 Deep Specialist (16) 🏆 Keyword Champion (2) 🚀 Conference Pioneer 🗃️ Keyword Collector (403) 📈 Trend Setter 🔥 Unstoppable (8) ⚡ Prolific Year (8) 💎 Century Club (99) ❓ The Questioner (2)

Conferences

CVPR (33) AAAI (21) MICCAI (16) ICCV (13) IJCAI (4) NIPS (4) ICML (3) COLT (2) ECCV (2) EMNLP (2) ICLR (2) ACL (1) ACML (1) AISTATS (1) UAI (1)

Top co-authors

Xiaopeng Wei (14) Gangwei Xu (11) Bo Dong (11) Baocai Yin (11) Dong Ni (10) Xianqi Wang (9) Haiyang Mei (9) Qiang Zhang (8) Yuhao Huang (7) Junda Cheng (7)

Research topics

Differential Privacy (1)

Keywords

semantic segmentation (13) depth estimation (12) attention mechanism (9) convolutional neural network (8) stereo matching (7) event camera (6) spiking neural network (5) motion estimation (5) image restoration (5) federated learning (5) neural network (5) spatial attention (4) 3d reconstruction (4) diffusion model (4) object detection (4) domain adaptation (4) continual learning (4) autonomous driving (4) reinforcement learning (3) object tracking (3)

Papers

Generalized Geometry Encoding Volume for Real-time Stereo Matching AAAI 2026

Enhanced Federated Deep Multi-View Clustering Under Uncertainty Scenario AAAI 2026

Dynamic Weight Adaptation in Spiking Neural Networks Inspired by Biological Homeostasis AAAI 2026

FedRNC: Addressing Spatio-Temporal Label Misalignment in Federated Noisy Class-Incremental Learning AAAI 2026

BAT: Learning Event-based Optical Flow with Bidirectional Adaptive Temporal Correlation AAAI 2026

AlignTrack: Top-Down Spatiotemporal Resolution Alignment for RGB-Event Visual Tracking AAAI 2026

View-on-Graph: Zero-Shot 3D Visual Grounding via Vision-Language Reasoning on Scene Graphs AAAI 2026

FlowMamba: Learning Point Cloud Scene Flow with Global Motion Propagation AAAI 2025

DriveGazen: Event-Based Driving Status Recognition Using Conventional Camera AAAI 2025

Semantic Segmentation on Raindrop Degraded Images Using Two-Stage Dual Teacher-Student Learning AAAI 2025

ERF: A Benchmark Dataset for Robust Semantic Segmentation Under Extreme Rainfall Conditions AAAI 2025

Separating the Wheat from the Chaff: Spatio-Temporal Transformer with View-interweaved Attention for Photon-Efficient Depth Sensing AAAI 2025

Leveraging Consistent Spatio-Temporal Correspondence for Robust Visual Odometry AAAI 2025

Dynamic Uncertainty Estimation for Offline Reinforcement Learning AAAI 2025

Multi-Granularity Open Intent Classification via Adaptive Granular-Ball Decision Boundary AAAI 2025

MANBench: Is Your Multimodal Model Smarter than Human? ACL 2025

Uncertainty-aware Diffusion and Reinforcement Learning for Joint Plane Localization and Anomaly Diagnosis in 3D Ultrasound MICCAI 2025

UltraTwin: Towards Cardiac Anatomical Twin Generation from Multi-view 2D Ultrasound MICCAI 2025

TemSAM: Temporal-aware Segment Anything Model for Cerebrovascular Segmentation in Digital Subtraction Angiography Sequences MICCAI 2025

SR-SAM: Subspace Regularization for Domain Generalization of Segment Anything Model MICCAI 2025

MTCNet: Motion and Topology Consistency Guided Learning for Mitral Valve Segmentation in 4D Ultrasound MICCAI 2025

MReg: A Novel Regression Model with MoE-based Video Feature Mining for Mitral Regurgitation Diagnosis MICCAI 2025

Medical-Knowledge Driven Multiple Instance Learning for Classifying Severe Abdominal Anomalies on Prenatal Ultrasound MICCAI 2025

ISAC: Redefining the Vascular Segmentation Paradigm through Mask Completion for Cross-Domain Generalization MICCAI 2025

Hierarchical Corpus-View-Category Refinement for Carotid Plaque Risk Grading in Ultrasound MICCAI 2025

CoPA: Hierarchical Concept Prompting and Aggregating Network for Explainable Diagnosis MICCAI 2025

ADAptation: Reconstruction-based Unsupervised Active Learning for Breast Ultrasound Diagnosis MICCAI 2025

Accurate and Efficient Fetal Birth Weight Estimation from 3D Ultrasound MICCAI 2025

A Multi-Branch Framework for Cross-Domain Vessel Segmentation via the Few-Shot Paradigm MICCAI 2025

MonSter: Marry Monodepth to Stereo Unleashes Power CVPR 2025

Hgformer: Hyperbolic Graph Transformer for Collaborative Filtering ICML 2025

LinkAlign: Scalable Schema Linking for Real-World Large-Scale Multi-Database Text-to-SQL EMNLP 2025

DEPTHOR: Depth Enhancement from a Practical Light-Weight dToF Sensor and RGB Image ICCV 2025

ZeroStereo: Zero-shot Stereo Matching from Single Images ICCV 2025

PriOr-Flow: Enhancing Primitive Panoramic Optical Flow with Orthogonal View ICCV 2025

BANet: Bilateral Aggregation Network for Mobile Stereo Matching ICCV 2025

Multi-granularity Knowledge Transfer for Continual Reinforcement Learning IJCAI 2025

UA-Pose: Uncertainty-Aware 6D Object Pose Estimation and Online Object Completion with Partial References CVPR 2025

Handling Spatial-Temporal Data Heterogeneity for Federated Continual Learning via Tail Anchor CVPR 2025

Kiss3DGen: Repurposing Image Diffusion Models for 3D Asset Generation CVPR 2025

Touch2Shape: Touch-Conditioned 3D Diffusion for Shape Exploration and Reconstruction CVPR 2025

Order-Robust Class Incremental Learning: Graph-Driven Dynamic Similarity Grouping CVPR 2025

SVDC: Consistent Direct Time-of-Flight Video Depth Completion with Frequency Selective Fusion CVPR 2025

Exploring Historical Information for RGBE Visual Tracking with Mamba CVPR 2025

HDRFlow: Real-Time HDR Video Reconstruction with Large Motions CVPR 2024

Selective-Stereo: Adaptive Frequency Information Selection for Stereo Matching CVPR 2024

LucidDreamer: Towards High-Fidelity Text-to-3D Generation via Interval Score Matching CVPR 2024

Adaptive Fusion of Single-View and Multi-View Depth for Autonomous Driving CVPR 2024

Unified Prompt-Visual Interactive Segmentation of Clinical Target Volume in CT for Nasopharyngeal Carcinoma with Prior Anatomical Information MICCAI 2024

Fine-grained Context and Multi-modal Alignment for Freehand 3D Ultrasound Reconstruction MICCAI 2024

FedIA: Federated Medical Image Segmentation with Heterogeneous Annotation Completeness MICCAI 2024

Apprenticeship-Inspired Elegance: Synergistic Knowledge Distillation Empowers Spiking Neural Networks for Efficient Single-Eye Emotion Recognition IJCAI 2024

End-to-End Video Semantic Segmentation in Adverse Weather using Fusion Blocks and Temporal-Spatial Teacher-Student Learning NIPS 2024

Learning to Prompt Knowledge Transfer for Open-World Continual Learning AAAI 2024

Semantic Segmentation in Multiple Adverse Weather Conditions with Domain Knowledge Retention AAAI 2024

Exploiting Polarized Material Cues for Robust Car Detection AAAI 2024

Single Depth-image 3D Reflection Symmetry and Shape Prediction ICCV 2023

DPAUC: Differentially Private AUC Computation in Federated Learning AAAI 2023

Cross-Regional Fraud Detection via Continual Learning (Student Abstract) AAAI 2023

Iterative Geometry Encoding Volume for Stereo Matching CVPR 2023

Frame-Event Alignment and Fusion Network for High Frame Rate Tracking CVPR 2023

Deep Polarization Reconstruction With PDAVIS Events CVPR 2023

Real-Time 6K Image Rescaling With Rate-Distortion Optimization CVPR 2023

EARA: Improving Biomedical Semantic Textual Similarity with Entity-Aligned Attention and Retrieval Augmentation EMNLP 2023

Multi-view Spectral Polarization Propagation for Video Glass Segmentation ICCV 2023

FreeCOS: Self-Supervised Learning from Fractals and Unlabeled Images for Curvilinear Object Segmentation ICCV 2023

IHNet: Iterative Hierarchical Network Guided by High-Resolution Estimated Information for Scene Flow Estimation ICCV 2023

Out-of-Domain GAN Inversion via Invertibility Decomposition for Photo-Realistic Human Face Manipulation ICCV 2023

Sketching Meets Differential Privacy: Fast Algorithm for Dynamic Kronecker Projection Maintenance ICML 2023

Dual-view Correlation Hybrid Attention Network for Robust Holistic Mammogram Classification IJCAI 2023

Generalizable Cross-Modality Medical Image Segmentation via Style Augmentation and Dual Normalization CVPR 2022

Spiking Transformers for Event-Based Single Object Tracking CVPR 2022

Attention Concatenation Volume for Accurate and Efficient Stereo Matching CVPR 2022

CPRAL: Collaborative Panoptic-Regional Active Learning for Semantic Segmentation AAAI 2022

Label Leakage and Protection in Two-party Split Learning ICLR 2022

Differentially private multi-party data release for linear regression UAI 2022

Biologically Inspired Dynamic Thresholds for Spiking Neural Networks NIPS 2022

Glass Segmentation Using Intensity and Spectral Polarization Cues CVPR 2022

Bi-Directional Object-Context Prioritization Learning for Saliency Ranking CVPR 2022

Tripartite Information Mining and Integration for Image Matting ICCV 2021

CPT: Efficient Deep Neural Network Training via Cyclic Precision ICLR 2021

FL-NTK: A Neural Tangent Kernel-based Framework for Federated Learning Analysis ICML 2021

Feature-Level Collaboration: Joint Unsupervised Learning of Optical Flow, Stereo Depth and Camera Motion CVPR 2021

Depth-Aware Mirror Segmentation CVPR 2021

Camouflaged Object Segmentation With Distraction Mining CVPR 2021

Object Tracking by Jointly Exploiting Frame and Event Domain ICCV 2021

Efficient Attention Calibration Network for Real-Time Semantic Segmentation ACML 2020

Attention-Guided Hierarchical Structure Aggregation for Image Matting CVPR 2020

TENet: Triple Excitation Network for Video Salient Object Detection ECCV 2020

Sketching Transformed Matrices with Applications to Natural Language Processing AISTATS 2020

Don't Hit Me! Glass Detection in Real-World Scenes CVPR 2020

Learning to Restore Low-Light Images via Decomposition-and-Enhancement CVPR 2020

Celeb-DF: A Large-Scale Challenging Dataset for DeepFake Forensics CVPR 2020

Attention Scaling for Crowd Counting CVPR 2020

Deep Reinforcement Learning of Volume-Guided Progressive View Inpainting for 3D Point Scene Completion From a Single Depth Image CVPR 2019

Where Is My Mirror? ICCV 2019

Spatial Attentive Single-Image Deraining With a High Quality Real Rain Dataset CVPR 2019

Learning to Film From Professional Human Motion Videos CVPR 2019

MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning ICCV 2019

A near-optimal algorithm for approximating the John Ellipsoid COLT 2019

Total Least Squares Regression in Input Sparsity Time NIPS 2019

Image Correction via Deep Reciprocating HDR Transformation CVPR 2018

Bi-Real Net: Enhancing the Performance of 1-bit CNNs with Improved Representational Capability and Advanced Training Algorithm ECCV 2018

Active Matting NIPS 2018

Active Object Reconstruction Using a Guided View Planner IJCAI 2018

Time-Space Tradeoffs for Learning Finite Functions from Random Evaluations, with Applications to Polynomials COLT 2018