Xiaochun Cao

Incomplete In-context Learning ACL 2026 FaceShield: Explainable Face Anti-Spoofing with Multimodal Large Language Models AAAI 2026 GeoShield: Safeguarding Geolocation Privacy from Vision-Language Models via Adversarial Perturbations AAAI 2026 Object-Level Backdoor Attacks in RGB-T Semantic Segmentation with Cross-Modality Trigger Optimization IJCAI 2025 Modeling Multi-Task Model Merging as Adaptive Projective Gradient Descent ICML 2025 Targeted Low-rank Refinement: Enhancing Sparse Language Models with Precision ICML 2025 Focal-SAM: Focal Sharpness-Aware Minimization for Long-Tailed Classification ICML 2025 One Image is Worth a Thousand Words: A Usability Preservable Text-Image Collaborative Erasing Framework ICML 2025 Ex-VAD: Explainable Fine-grained Video Anomaly Detection Based on Visual-Language Models ICML 2025 Understanding the Stability-based Generalization of Personalized Federated Learning ICLR 2025 Improved Techniques for Optimization-Based Jailbreaking on Large Language Models ICLR 2025 Decoupled Graph Energy-based Model for Node Out-of-Distribution Detection on Heterophilic Graphs ICLR 2025 DUALFormer: Dual Graph Transformer ICLR 2025 Critical Forgetting-Based Multi-Scale Disentanglement for Deepfake Detection AAAI 2025 SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints AAAI 2025 Graph Contrastive Learning with Joint Spectral Augmentation of Attribute and Topology AAAI 2025 Multi-task Adversarial Attacks against Black-box Model with Few-shot Queries ACL 2025 RobustSplat: Decoupling Densification and Dynamics for Transient-Free 3DGS ICCV 2025 Gradient-Reweighted Adversarial Camouflage for Physical Object Detection Evasion ICCV 2025 Transparent Vision: A Theory of Hierarchical Invariant Representations ICCV 2025 3D Gaussian Splatting Driven Multi-View Robust Physical Adversarial Camouflage Generation ICCV 2025 UMDATrack: Unified Multi-Domain Adaptive Tracking Under Adverse Weather Conditions ICCV 2025 DADM: Dual Alignment of Domain and Modality for Face Anti-spoofing ICCV 2025 Semi-Supervised State-Space Model with Dynamic Stacking Filter for Real-World Video Deraining CVPR 2025 Interpreting Object-level Foundation Models via Visual Precision Search CVPR 2025 Revisiting Backdoor Attacks against Large Vision-Language Models from Domain Shift CVPR 2025 Physical Adversarial Camouflage Through Gradient Calibration and Regularization IJCAI 2025 Do We Really Need Message Passing in Brain Network Modeling? ICML 2025 MMGIA: Gradient Inversion Attack Against Multimodal Federated Learning via Intermodal Correlation IJCAI 2025 Disentangled Graph Spectral Domain Adaptation ICML 2025 Improving Graph Contrastive Learning via Adaptive Positive Sampling CVPR 2024 Size-invariance Matters: Rethinking Metrics and Losses for Imbalanced Multi-object Salient Object Detection ICML 2024 Hide in Thicket: Generating Imperceptible and Rational Adversarial Perturbations on 3D Point Clouds CVPR 2024 Multi-Attention Based Visual-Semantic Interaction for Few-Shot Learning IJCAI 2024 Optimal Graph Learning and Nuclear Norm Maximization for Deep Cross-Domain Robust Label Propagation IJCAI 2024 Less is More: Fewer Interpretable Region via Submodular Subset Selection ICLR 2024 Logit Standardization in Knowledge Distillation CVPR 2024 BadCLIP: Dual-Embedding Guided Backdoor Attack on Multimodal Contrastive Learning CVPR 2024 Chat-UniVi: Unified Visual Representation Empowers Large Language Models with Image and Video Understanding CVPR 2024 Poisoned Forgery Face: Towards Backdoor Attacks on Face Forgery Detection ICLR 2024 Suppress Content Shift: Better Diffusion Features via Off-the-Shelf Generation Techniques NIPS 2024 Unified Graph Augmentations for Generalized Contrastive Learning on Graphs NIPS 2024 Not All Diffusion Model Activations Have Been Evaluated as Discriminative Features NIPS 2024 Fast Graph Sharpness-Aware Minimization for Enhancing and Accelerating Few-Shot Node Classification NIPS 2024 EnsIR: An Ensemble Algorithm for Image Restoration via Gaussian Mixture Models NIPS 2024 Restoring Images in Adverse Weather Conditions via Histogram Transformer ECCV 2024 CAT: Enhancing Multimodal Large Language Model to Answer Questions in Dynamic Audio-Visual Scenarios ECCV 2024 SDGAN: Disentangling Semantic Manipulation for Facial Attribute Editing AAAI 2024 PTUS: Photo-Realistic Talking Upper-Body Synthesis via 3D-Aware Motion Decomposition Warping AAAI 2024 Omnidirectional Image Super-resolution via Bi-projection Fusion AAAI 2024 Does Few-Shot Learning Suffer from Backdoor Attacks? AAAI 2024 Harnessing Hierarchical Label Distribution Variations in Test Agnostic Long-tail Recognition ICML 2024 Generating Transferable 3D Adversarial Point Cloud via Random Perturbation Factorization AAAI 2023 Self-supervised Graph Neural Networks via Low-Rank Decomposition NIPS 2023 DRAUC: An Instance-wise Distributionally Robust AUC Optimization Framework NIPS 2023 A Unified Generalization Analysis of Re-Weighting and Logit-Adjustment for Imbalanced Learning NIPS 2023 Punctuation-level Attack: Single-shot and Single Punctuation Can Fool Text Models NIPS 2023 Lightweight Image Super-Resolution with Superpixel Token Interaction ICCV 2023 Focal Network for Image Restoration ICCV 2023 Selective Frequency Network for Image Restoration ICLR 2023 IRNeXt: Rethinking Convolutional Network Design for Image Restoration ICML 2023 LSGNN: Towards General Graph Neural Network in Node Classification by Local Similarity IJCAI 2023 The Minority Matters: A Diversity-Promoting Collaborative Metric Learning Algorithm NIPS 2022 LAS-AT: Adversarial Training With Learnable Attack Strategy CVPR 2022 Rethinking Image Restoration for Object Detection NIPS 2022 OPEN: Orthogonal Propagation with Ego-Network Modeling NIPS 2022 OpenAUC: Towards AUC-Oriented Open-Set Recognition NIPS 2022 Prior-Guided Adversarial Initialization for Fast Adversarial Training ECCV 2022 A Large-Scale Multiple-Objective Method for Black-Box Attack against Object Detection ECCV 2022 Watermark Vaccine: Adversarial Attacks to Prevent Watermark Removal ECCV 2022 OTKGE: Multi-modal Knowledge Graph Embeddings via Optimal Transport NIPS 2022 Defending against Model Stealing via Verifying Embedded External Features AAAI 2022 Self-Supervised Graph Neural Networks via Diverse and Interactive Message Passing AAAI 2022 Geometry Interaction Knowledge Graph Embeddings AAAI 2022 Multi-Scale Separable Network for Ultra-High-Definition Video Deblurring ICCV 2021 Parallel Rectangle Flip Attack: A Query-Based Black-Box Attack Against Object Detection ICCV 2021 Ultra-High-Definition Image HDR Reconstruction via Collaborative Bilateral Learning ICCV 2021 Pyramid Architecture Search for Real-Time Image Deblurring ICCV 2021 Diverse Message Passing for Attribute with Heterophily NIPS 2021 When All We Need is a Piece of the Pie: A Generic Framework for Optimizing Two-way Partial AUC ICML 2021 Dual Quaternion Knowledge Graph Embeddings AAAI 2021 Why Do Attributes Propagate in Graph Convolutional Neural Networks? AAAI 2021 What to Select: Pursuing Consistent Motion Segmentation from Multiple Geometric Models AAAI 2021 Deep Partial Rank Aggregation for Personalized Attributes AAAI 2021 Heterogeneous Graph Information Bottleneck IJCAI 2021 Ultra-High-Definition Image Dehazing via Multi-Guided Bilateral Learning CVPR 2021 Progressive Contour Regression for Arbitrary-Shape Scene Text Detection CVPR 2021 JANE: Jointly Adversarial Network Embedding IJCAI 2020 Efficient Adversarial Attacks for Visual Object Tracking ECCV 2020 Who Likes What? — SplitLBI in Exploring Preferential Diversity of Ratings AAAI 2020 Face Super-Resolution Guided by 3D Facial Priors ECCV 2020 Single Image Super-Resolution via a Holistic Attention Network ECCV 2020 Deep Robust Subjective Visual Property Prediction in Crowdsourcing CVPR 2019 DM2C: Deep Mixed-Modal Clustering NIPS 2019 iSplit LBI: Individualized Partial Ranking with Ties via Split LBI NIPS 2019 ComDefend: An Efficient Image Compression Model to Defend Adversarial Examples CVPR 2019 Robust Ordinal Embedding from Contaminated Relative Comparisons AAAI 2019 Learning Personalized Attribute Preference via Multi-Task AUC Optimization AAAI 2019 Less but Better: Generalization Enhancement of Ordinal Embedding via Distributional Margin AAAI 2019 Generalized Block-Diagonal Structure Pursuit: Learning Soft Latent Task Assignment against Negative Transfer NIPS 2019 Transferable Adversarial Attacks for Image and Video Object Detection IJCAI 2019 Face Video Deblurring Using 3D Facial Priors ICCV 2019 Single Image Deraining: A Comprehensive Benchmark Analysis CVPR 2019 Topology Optimization based Graph Convolutional Network IJCAI 2019 3-in-1 Correlated Embedding via Adaptive Exploration of the Structure and Semantic Subspaces IJCAI 2018 Gated Fusion Network for Single Image Dehazing CVPR 2018 Deep Non-Blind Deconvolution via Generalized Low-Rank Approximation NIPS 2018 Image Deblurring via Extreme Channels Prior CVPR 2017 Binarized Mode Seeking for Scalable Visual Pattern Discovery CVPR 2017 Latent Multi-View Subspace Clustering CVPR 2017 Video Deblurring via Semantic Segmentation and Pixel-Wise Non-Linear Kernel ICCV 2017 Modularity Based Community Detection with Deep Learning IJCAI 2016 False Discovery Rate Control and Statistical Quality Assessment of Annotators in Crowdsourced Ranking ICML 2016 Structural Correlation Filter for Robust Visual Tracking CVPR 2016 SketchNet: Sketch Classification With Web Images CVPR 2016 Makeup Like a Superstar: Deep Localized Makeup Transfer Network IJCAI 2016 Diversity-Induced Multi-View Subspace Clustering CVPR 2015 Low-Rank Tensor Constrained Multiview Subspace Clustering ICCV 2015 Matching-CNN Meets KNN: Quasi-Parametric Human Parsing CVPR 2015 Robust Separation of Reflection from Multiple Images CVPR 2014 Sparse Dictionary Learning for Edit Propagation of High-Resolution Images CVPR 2014 SYM-FISH: A Symmetry-Aware Flip Invariant Sketch Histogram Shape Descriptor ICCV 2013 Video Editing with Temporal, Spatial and Appearance Consistency CVPR 2013 Robust Tensor Clustering with Non-Greedy Maximization IJCAI 2013