← Authors

Xiaokang Yang

152 papers · 2013–2026 · 13 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (13) πŸƒ Academic Marathon (12) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (10) 🌍 Conference Polyglot (13) 🏠 Conference Loyalist (43) πŸ† Keyword Champion (2) πŸ”¬ Deep Specialist (13) 🀝 Dynamic Duo (35) πŸ† Grand Slam πŸ‘‘ Triple Crown πŸ—ƒοΈ Keyword Collector (554) πŸ”₯ Unstoppable (11) πŸš€ Conference Pioneer πŸ’Ž Century Club (148) ⚑ Prolific Year (16) πŸ“ˆ Trend Setter

Conferences

CVPR (43) ICCV (21) ICLR (17) AAAI (16) NIPS (15) ECCV (13) IJCAI (12) ICML (8) MICCAI (3) ACL (1) AUTOML (1) JMLR (1) WACV (1)

Top co-authors

Junchi Yan (35) Bingbing Ni (25) Chao Ma (24) Yichao Yan (21) Wei Shen (18) Yunbo Wang (14) Yulun Zhang (12) Runzhong Wang (9) Zhengqin Xu (8) Xin Jin (8)

Keywords

diffusion model (10) neural network (8) transfer learning (8) graph matching (8) action recognition (7) vision-language model (6) 3d reconstruction (6) recurrent neural network (6) domain adaptation (5) neural architecture search (5) generative model (5) object tracking (5) neural radiance field (5) video prediction (5) video understanding (4) convolutional neural network (4) adversarial attack (4) reinforcement learning (4) computer vision (4) adversarial learning (4)

Papers

Keep On Going: Learning Robust Humanoid Motion Skills via Selective Adversarial Training AAAI 2026
MetaTrader: Learning to Generalize RL Trading Policies Beyond Offline Data AAAI 2026
Coordinated Humanoid Robot Locomotion with Symmetry Equivariant Reinforcement Learning Policy AAAI 2026
Latent Knowledge-Guided Video Diffusion for Scientific Phenomena Generation from a Single Initial Frame AAAI 2026
Disentangled Clothed Avatar Generation with Layered Representation ICCV 2025
Perceiving and Acting in First-Person: A Dataset and Benchmark for Egocentric Human-Object-Human Interactions ICCV 2025
A Token-level Text Image Foundation Model for Document Understanding ICCV 2025
Generalized Tensor-based Parameter-Efficient Fine-Tuning via Lie Group Transformations ICCV 2025
Multimodal Latent Diffusion Model for Complex Sewing Pattern Generation ICCV 2025
Degradation-Modeled Multipath Diffusion for Tunable Metalens Photography ICCV 2025
QuantCache: Adaptive Importance-Guided Quantization with Hierarchical Latent and Layer Caching for Video Generation ICCV 2025
Disentangled World Models: Learning to Transfer Semantic Knowledge from Distracting Videos for Reinforcement Learning ICCV 2025
Baking Gaussian Splatting into Diffusion Denoiser for Fast and Scalable Single-stage Image-to-3D Generation and Reconstruction ICCV 2025
Domain Prompt Learning with Quaternion Networks (Extended Abstract) IJCAI 2025
Video-Enhanced Offline Reinforcement Learning: A Model-Based Approach ICML 2025
Human Body Restoration with One-Step Diffusion Model and A New Benchmark ICML 2025
EvoMesh: Adaptive Physical Simulation with Hierarchical Graph Evolutions ICML 2025
EndoDAV: Depth Any Video in Endoscopy with Spatiotemporal Accuracy MICCAI 2025
ARB-LLM: Alternating Refined Binarizations for Large Language Models ICLR 2025
S^3-Face: SSS-Compliant Facial Reflectance Estimation via Diffusion Priors CVPR 2025
OSDFace: One-Step Diffusion Model for Face Restoration CVPR 2025
Marten: Visual Question Answering with Mask Generation for Multi-modal Document Understanding CVPR 2025
Star with Bilinear Mapping CVPR 2025
FATE: Feature-Adapted Parameter Tuning for Vision-Language Models AAAI 2025
ChemActor: Enhancing Automated Extraction of Chemical Synthesis Actions with LLM-Generated Data ACL 2025
AniSDF: Fused-Granularity Neural Surfaces with Anisotropic Encoding for High-Fidelity 3D Reconstruction ICLR 2025
Rethinking Classifier Re-Training in Long-Tailed Recognition: Label Over-Smooth Can Balance ICLR 2025
Open-World Reinforcement Learning over Long Short-Term Imagination ICLR 2025
Unleashing the Power of Task-Specific Directions in Parameter Efficient Fine-tuning ICLR 2025
PostCast: Generalizable Postprocessing for Precipitation Nowcasting via Unsupervised Blurriness Modeling ICLR 2025
PostEdit: Posterior Sampling for Efficient Zero-Shot Image Editing ICLR 2025
KinFormer: Generalizable Dynamical Symbolic Regression for Catalytic Organic Reaction Kinetics ICLR 2025
Maintaining Structural Integrity in Parameter Spaces for Parameter Efficient Fine-tuning ICLR 2025
POMP: Physics-consistent Motion Generative Model through Phase Manifolds CVPR 2025
Domain Generalization in CLIP via Learning with Diverse Text Prompts CVPR 2025
PassionSR: Post-Training Quantization with Adaptive Scale in One-Step Diffusion based Image Super-Resolution CVPR 2025
Latent Intuitive Physics: Learning to Transfer Hidden Physics from A 3D Video ICLR 2024
ReLIZO: Sample Reusable Linear Interpolation-based Zeroth-order Optimization NIPS 2024
Boundary Matters: A Bi-Level Active Finetuning Method NIPS 2024
NeuMA: Neural Material Adaptor for Visual Grounding of Intrinsic Dynamics NIPS 2024
HDR-GS: Efficient High Dynamic Range Novel View Synthesis at 1000x Speed via Gaussian Splatting NIPS 2024
Making Offline RL Online: Collaborative World Models for Offline Visual Reinforcement Learning NIPS 2024
Multi-times Monte Carlo Rendering for Inter-reflection Reconstruction NIPS 2024
Pygmtools: A Python Graph Matching Toolkit JMLR 2024
CasCast: Skillful High-resolution Precipitation Nowcasting via Cascaded Modelling ICML 2024
Domain-Controlled Prompt Learning AAAI 2024
SAM-PARSER: Fine-Tuning SAM Efficiently by Parameter Space Reconstruction AAAI 2024
Partial Label Learning with a Partner AAAI 2024
LERE: Learning-Based Low-Rank Matrix Recovery with Rank Estimation AAAI 2024
Recursive Generalization Transformer for Image Super-Resolution ICLR 2024
Xformer: Hybrid X-Shaped Transformer for Image Denoising ICLR 2024
DynaVol: Unsupervised Learning for Dynamic Scenes through Object-Centric Voxelization ICLR 2024
VidToMe: Video Token Merging for Zero-Shot Video Editing CVPR 2024
Bridging Synthetic and Real Worlds for Pre-training Scene Text Detectors ECCV 2024
Tendency-driven Mutual Exclusivity for Weakly Supervised Incremental Semantic Segmentation ECCV 2024
PosFormer: Recognizing Complex Handwritten Mathematical Expression with Position Forest Transformer ECCV 2024
HIMO: A New Benchmark for Full-Body Human Interacting with Multiple Objects ECCV 2024
Radiative Gaussian Splatting for Efficient X-ray Novel View Synthesis ECCV 2024
Missing as Masking: Arbitrary Cross-modal Feature Reconstruction for Incomplete Multimodal Brain Tumor Segmentation MICCAI 2024
EndoGSLAM: Real-Time Dense Reconstruction and Tracking in Endoscopic Surgeries using Gaussian Splatting MICCAI 2024
Domain Prompt Learning with Quaternion Networks CVPR 2024
ReGenNet: Towards Human Action-Reaction Synthesis CVPR 2024
Monocular Identity-Conditioned Facial Reflectance Reconstruction CVPR 2024
Inter-X: Towards Versatile Human-Human Interaction Analysis CVPR 2024
Deep Learning of Partial Graph Matching via Differentiable Top-K CVPR 2023
NeRF-IBVS: Visual Servo Based on NeRF for Visual Localization and Navigation NIPS 2023
Poisson Process for Bayesian Optimization AUTOML 2023
NeRFVS: Neural Radiance Fields for Free View Synthesis via Geometry Scaffolds CVPR 2023
Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective CVPR 2023
3D-Aware Face Swapping CVPR 2023
Improving Fairness in Facial Albedo Estimation via Visual-Textual Cues CVPR 2023
Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning Paradigm CVPR 2023
Self-Supervised Character-to-Character Distillation for Text Recognition ICCV 2023
Dual Aggregation Transformer for Image Super-Resolution ICCV 2023
ROME: Robustifying Memory-Efficient NAS via Topology Disentanglement and Gradient Accumulation ICCV 2023
ActFormer: A GAN-based Transformer towards General Action-Conditioned 3D Human Motion Generation ICCV 2023
Graph Signal Sampling for Inductive One-Bit Matrix Completion: a Closed-form Solution ICLR 2023
ROCO: A General Framework for Evaluating Robustness of Combinatorial Optimization Solvers on Graphs ICLR 2023
Towards One-shot Neural Combinatorial Solvers: Theoretical and Empirical Notes on the Cardinality-Constrained Case ICLR 2023
LinSATNet: The Positive Linear Satisfiability Neural Networks ICML 2023
StockFormer: Learning Hybrid Trading Machines with Predictive Coding IJCAI 2023
Learning Invisible Markers for Hidden Codes in Offline-to-Online Photography CVPR 2022
Continual Predictive Learning From Videos CVPR 2022
Exploring Frequency Adversarial Attacks for Face Forgery Detection CVPR 2022
Self-Supervised Learning of Visual Graph Matching ECCV 2022
EAutoDet: Efficient Architecture Search for Object Detection ECCV 2022
Zero-CL: Instance and Feature decorrelation for negative-free symmetric contrastive learning ICLR 2022
Learning Mixture of Neural Temporal Point Processes for Multi-dimensional Event Sequence Clustering IJCAI 2022
NeuroFluid: Fluid Dynamics Grounding with Particle-Driven Neural Radiance Fields ICML 2022
End-to-End Reconstruction-Classification Learning for Face Forgery Detection CVPR 2022
Exploring Visual Context for Weakly Supervised Person Search AAAI 2022
Perceptual Attacks of No-Reference Image Quality Models with Human-in-the-Loop NIPS 2022
Align Representations With Base: A New Approach to Self-Supervised Learning CVPR 2022
ZARTS: On Zero-order Optimization for Neural Architecture Search NIPS 2022
Adv-Attribute: Inconspicuous and Transferable Adversarial Attack on Face Recognition NIPS 2022
CageNeRF: Cage-based Neural Radiance Field for Generalized 3D Deformation and Animation NIPS 2022
Iso-Dream: Isolating and Leveraging Noncontrollable Visual Dynamics in World Models NIPS 2022
Learning Self-Modulating Attention in Continuous Time Space with Applications to Sequential Recommendation ICML 2021
Learning To Track Objects From Unlabeled Videos ICCV 2021
Combinatorial Learning of Graph Edit Distance via Dynamic Embedding CVPR 2021
Bilevel Online Adaptation for Out-of-Domain Human Mesh Reconstruction CVPR 2021
PointAugmenting: Cross-Modal Augmentation for 3D Object Detection CVPR 2021
IoU Attack: Towards Temporally Coherent Black-Box Adversarial Attack for Visual Object Tracking CVPR 2021
Cross-Modality 3D Object Detection WACV 2021
A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs NIPS 2021
Rethinking Bi-Level Optimization in Neural Architecture Search: A Gibbs Sampling Perspective AAAI 2021
Scalable and Explainable 1-Bit Matrix Completion via Graph Signal Learning AAAI 2021
Learning Comprehensive Motion Representation for Action Recognition AAAI 2021
Learning Local Neighboring Structure for Robust 3D Shape Representation AAAI 2021
Learning Spectral Dictionary for Local Representation of Mesh IJCAI 2021
Context-Aware Image Inpainting with Learned Semantic Priors IJCAI 2021
Hierarchical Style-based Networks for Motion Synthesis ECCV 2020
Graduated Assignment for Joint Multi-Graph Matching and Clustering with Application to Unsupervised Graph Matching Network Learning NIPS 2020
MergeNAS: Merge Operations into One for Differentiable Architecture Search IJCAI 2020
Semantic Equivalent Adversarial Data Augmentation for Visual Question Answering ECCV 2020
Robust Tracking against Adversarial Attacks ECCV 2020
Video Prediction via Example Guidance ICML 2020
Layered Neighborhood Expansion for Incremental Multiple Graph Matching ECCV 2020
Deep Kinematics Analysis for Monocular 3D Human Pose Estimation CVPR 2020
Learning Combinatorial Embedding Networks for Deep Graph Matching ICCV 2019
Efficient Quantization for Neural Networks with Binary Weights and Low Bitwidth Activations AAAI 2019
Variational Few-Shot Learning ICCV 2019
Learning Context Graph for Person Search CVPR 2019
Human Action Transfer Based on 3D Model Reconstruction AAAI 2019
Learning Interpretable Deep State Space Model for Probabilistic Time Series Forecasting IJCAI 2019
Multiple Granularity Group Interaction Prediction CVPR 2018
Video Prediction via Selective Sampling NIPS 2018
Attention-GAN for Object Transfiguration in Wild Images ECCV 2018
Fine-Grained Video Captioning for Sports Narrative CVPR 2018
Crowd Counting via Adversarial Cross-Scale Consistency Pursuit CVPR 2018
Deep Regression Tracking with Shrinkage Loss ECCV 2018
Structure Preserving Video Prediction CVPR 2018
Recurrent Modeling of Interaction Context for Collective Activity Recognition CVPR 2017
Video Segmentation via Multiple Granularity Analysis CVPR 2017
Image Matching via Loopy RNN IJCAI 2017
Predicting Human Interaction via Relative Attention Model IJCAI 2017
Performance Guaranteed Network Acceleration via High-Order Residual Quantization ICCV 2017
On Modeling and Predicting Individual Paper Citation Count over Time IJCAI 2016
Modeling Contagious Merger and Acquisition via Point Processes with a Profile Regression Prior IJCAI 2016
Factors in Finetuning Deep Model for Object Detection With Long-Tail Distribution CVPR 2016
Progressively Parsing Interactional Objects for Fine Grained Action Detection CVPR 2016
Temporal Action Localization With Pyramid of Score Distribution Features CVPR 2016
Cascaded Interactional Targeting Network for Egocentric Video Analysis CVPR 2016
Discrete Hyper-Graph Matching CVPR 2015
Multi-Task Multi-Dimensional Hawkes Processes for Modeling Event Sequences IJCAI 2015
Long-Term Correlation Tracking CVPR 2015
Hierarchical Convolutional Features for Visual Tracking ICCV 2015
Motion Part Regularization: Improving Action Recognition via Trajectory Selection CVPR 2015
A Matrix Decomposition Perspective to Multiple Graph Matching ICCV 2015
Cross-Scene Crowd Counting via Deep Convolutional Neural Networks CVPR 2015
Action Recognition with Actons ICCV 2013
Joint Optimization for Consistent Multiple Graph Matching ICCV 2013