Xiaokang Yang

Latent Knowledge-Guided Video Diffusion for Scientific Phenomena Generation from a Single Initial Frame AAAI 2026 ChemReason-Bench: Benchmarking Large Language Models for Procedural Reasoning in Experimental Chemistry ACL 2026 Coordinated Humanoid Robot Locomotion with Symmetry Equivariant Reinforcement Learning Policy AAAI 2026 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 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 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 POMP: Physics-consistent Motion Generative Model through Phase Manifolds CVPR 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 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 ARB-LLM: Alternating Refined Binarizations for Large Language Models ICLR 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 Maintaining Structural Integrity in Parameter Spaces for Parameter Efficient Fine-tuning ICLR 2025 KinFormer: Generalizable Dynamical Symbolic Regression for Catalytic Organic Reaction Kinetics ICLR 2025 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 EndoDAV: Depth Any Video in Endoscopy with Spatiotemporal Accuracy MICCAI 2025 Boundary Matters: A Bi-Level Active Finetuning Method NIPS 2024 Recursive Generalization Transformer for Image Super-Resolution ICLR 2024 Xformer: Hybrid X-Shaped Transformer for Image Denoising ICLR 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 NeuMA: Neural Material Adaptor for Visual Grounding of Intrinsic Dynamics NIPS 2024 EndoGSLAM: Real-Time Dense Reconstruction and Tracking in Endoscopic Surgeries using Gaussian Splatting MICCAI 2024 Pygmtools: A Python Graph Matching Toolkit JMLR 2024 DynaVol: Unsupervised Learning for Dynamic Scenes through Object-Centric Voxelization ICLR 2024 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 Radiative Gaussian Splatting for Efficient X-ray Novel View Synthesis ECCV 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 HIMO: A New Benchmark for Full-Body Human Interacting with Multiple Objects ECCV 2024 VidToMe: Video Token Merging for Zero-Shot Video Editing CVPR 2024 Missing as Masking: Arbitrary Cross-modal Feature Reconstruction for Incomplete Multimodal Brain Tumor Segmentation 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 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 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 End-to-End Reconstruction-Classification Learning for Face Forgery Detection CVPR 2022 Align Representations With Base: A New Approach to Self-Supervised Learning CVPR 2022 Continual Predictive Learning From Videos CVPR 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 Exploring Frequency Adversarial Attacks for Face Forgery Detection CVPR 2022 Learning Invisible Markers for Hidden Codes in Offline-to-Online Photography CVPR 2022 Zero-CL: Instance and Feature decorrelation for negative-free symmetric contrastive learning ICLR 2022 Iso-Dream: Isolating and Leveraging Noncontrollable Visual Dynamics in World Models NIPS 2022 ZARTS: On Zero-order Optimization for Neural Architecture Search NIPS 2022 Perceptual Attacks of No-Reference Image Quality Models with Human-in-the-Loop NIPS 2022 NeuroFluid: Fluid Dynamics Grounding with Particle-Driven Neural Radiance Fields ICML 2022 Exploring Visual Context for Weakly Supervised Person Search AAAI 2022 Learning Mixture of Neural Temporal Point Processes for Multi-dimensional Event Sequence Clustering IJCAI 2022 EAutoDet: Efficient Architecture Search for Object Detection ECCV 2022 Self-Supervised Learning of Visual Graph Matching ECCV 2022 Context-Aware Image Inpainting with Learned Semantic Priors IJCAI 2021 Learning Spectral Dictionary for Local Representation of Mesh IJCAI 2021 Learning Local Neighboring Structure for Robust 3D Shape Representation AAAI 2021 Learning Comprehensive Motion Representation for Action Recognition AAAI 2021 Scalable and Explainable 1-Bit Matrix Completion via Graph Signal Learning AAAI 2021 Rethinking Bi-Level Optimization in Neural Architecture Search: A Gibbs Sampling Perspective AAAI 2021 A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs NIPS 2021 Learning Self-Modulating Attention in Continuous Time Space with Applications to Sequential Recommendation ICML 2021 Cross-Modality 3D Object Detection WACV 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 Bilevel Online Adaptation for Out-of-Domain Human Mesh Reconstruction CVPR 2021 Combinatorial Learning of Graph Edit Distance via Dynamic Embedding CVPR 2021 Learning To Track Objects From Unlabeled Videos ICCV 2021 Semantic Equivalent Adversarial Data Augmentation for Visual Question Answering ECCV 2020 Video Prediction via Example Guidance ICML 2020 Deep Kinematics Analysis for Monocular 3D Human Pose Estimation CVPR 2020 Layered Neighborhood Expansion for Incremental Multiple Graph Matching ECCV 2020 Hierarchical Style-based Networks for Motion Synthesis ECCV 2020 Robust Tracking against Adversarial Attacks 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 Human Action Transfer Based on 3D Model Reconstruction AAAI 2019 Learning Context Graph for Person Search CVPR 2019 Learning Interpretable Deep State Space Model for Probabilistic Time Series Forecasting IJCAI 2019 Variational Few-Shot Learning ICCV 2019 Learning Combinatorial Embedding Networks for Deep Graph Matching ICCV 2019 Efficient Quantization for Neural Networks with Binary Weights and Low Bitwidth Activations AAAI 2019 Fine-Grained Video Captioning for Sports Narrative CVPR 2018 Multiple Granularity Group Interaction Prediction CVPR 2018 Deep Regression Tracking with Shrinkage Loss ECCV 2018 Video Prediction via Selective Sampling NIPS 2018 Crowd Counting via Adversarial Cross-Scale Consistency Pursuit CVPR 2018 Structure Preserving Video Prediction CVPR 2018 Attention-GAN for Object Transfiguration in Wild Images ECCV 2018 Video Segmentation via Multiple Granularity Analysis CVPR 2017 Performance Guaranteed Network Acceleration via High-Order Residual Quantization ICCV 2017 Image Matching via Loopy RNN IJCAI 2017 Predicting Human Interaction via Relative Attention Model IJCAI 2017 Recurrent Modeling of Interaction Context for Collective Activity Recognition CVPR 2017 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 Cascaded Interactional Targeting Network for Egocentric Video Analysis CVPR 2016 Temporal Action Localization With Pyramid of Score Distribution Features CVPR 2016 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 Long-Term Correlation Tracking CVPR 2015 A Matrix Decomposition Perspective to Multiple Graph Matching ICCV 2015 Motion Part Regularization: Improving Action Recognition via Trajectory Selection CVPR 2015 Hierarchical Convolutional Features for Visual Tracking ICCV 2015 Multi-Task Multi-Dimensional Hawkes Processes for Modeling Event Sequences IJCAI 2015 Cross-Scene Crowd Counting via Deep Convolutional Neural Networks CVPR 2015 Discrete Hyper-Graph Matching CVPR 2015 Joint Optimization for Consistent Multiple Graph Matching ICCV 2013 Action Recognition with Actons ICCV 2013