← Authors

Xiaochun Cao

123 papers · 2013–2026 · 9 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (12) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (9) 🌈 Renaissance Researcher (10) 🐝 Cross-Pollinator (9) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (18) 🌟 Keyword Trendsetter Combo (3) 🏠 Conference Loyalist (25) πŸ† Grand Slam πŸ‘‘ Triple Crown 🀝 Dynamic Duo (25) 🌱 Topic Pioneer πŸ”¬ Deep Specialist (23) πŸ† Keyword Champion (2) ❓ The Questioner (4) ⚑ Prolific Year (12) πŸ—ƒοΈ Keyword Collector (440) πŸ“ˆ Trend Setter πŸ’Ž Century Club (121) πŸ”₯ Unstoppable (13) πŸš€ Conference Pioneer

Conferences

CVPR (25) AAAI (21) NIPS (19) ICCV (16) IJCAI (14) ICML (12) ECCV (8) ICLR (7) ACL (1)

Top co-authors

Qianqian Xu (25) Wenqi Ren (25) Qingming Huang (22) Zhiyong Yang (22) Liang Yang (17) Chuan Wang (15) Siyuan Liang (15) Yuanfang Guo (13) Xiaojun Jia (13) Zhen Wang (8)

Research topics

Privacy (2)

Keywords

image restoration (11) graph neural network (9) convolutional neural network (8) object detection (7) adversarial example (6) adversarial attack (6) multimodal learning (5) representation learning (5) image dehazing (5) link prediction (4) feature extraction (4) few-shot learning (4) node classification (4) backdoor attack (4) adversarial learning (4) image deblurring (4) semantic segmentation (3) deep learning (3) self-supervised learning (3) optimal transport (3)

Papers

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
Do We Really Need Message Passing in Brain Network Modeling? ICML 2025
Disentangled Graph Spectral Domain Adaptation ICML 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
Modeling Multi-Task Model Merging as Adaptive Projective Gradient Descent ICML 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
Targeted Low-rank Refinement: Enhancing Sparse Language Models with Precision ICML 2025
Focal-SAM: Focal Sharpness-Aware Minimization for Long-Tailed Classification ICML 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
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
MMGIA: Gradient Inversion Attack Against Multimodal Federated Learning via Intermodal Correlation IJCAI 2025
Physical Adversarial Camouflage Through Gradient Calibration and Regularization IJCAI 2025
Understanding the Stability-based Generalization of Personalized Federated Learning ICLR 2025
Improved Techniques for Optimization-Based Jailbreaking on Large Language Models ICLR 2025
DUALFormer: Dual Graph Transformer ICLR 2025
Decoupled Graph Energy-based Model for Node Out-of-Distribution Detection on Heterophilic Graphs ICLR 2025
Object-Level Backdoor Attacks in RGB-T Semantic Segmentation with Cross-Modality Trigger Optimization IJCAI 2025
SDGAN: Disentangling Semantic Manipulation for Facial Attribute Editing AAAI 2024
Chat-UniVi: Unified Visual Representation Empowers Large Language Models with Image and Video Understanding CVPR 2024
BadCLIP: Dual-Embedding Guided Backdoor Attack on Multimodal Contrastive Learning CVPR 2024
Logit Standardization in Knowledge Distillation CVPR 2024
Improving Graph Contrastive Learning via Adaptive Positive Sampling 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
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
Harnessing Hierarchical Label Distribution Variations in Test Agnostic Long-tail Recognition ICML 2024
Size-invariance Matters: Rethinking Metrics and Losses for Imbalanced Multi-object Salient Object Detection ICML 2024
Less is More: Fewer Interpretable Region via Submodular Subset Selection ICLR 2024
Hide in Thicket: Generating Imperceptible and Rational Adversarial Perturbations on 3D Point Clouds CVPR 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
Poisoned Forgery Face: Towards Backdoor Attacks on Face Forgery Detection ICLR 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
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
Self-Supervised Graph Neural Networks via Diverse and Interactive Message Passing AAAI 2022
The Minority Matters: A Diversity-Promoting Collaborative Metric Learning Algorithm NIPS 2022
Defending against Model Stealing via Verifying Embedded External Features AAAI 2022
Geometry Interaction Knowledge Graph Embeddings AAAI 2022
OTKGE: Multi-modal Knowledge Graph Embeddings via Optimal Transport 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
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
Dual Quaternion Knowledge Graph Embeddings AAAI 2021
Heterogeneous Graph Information Bottleneck IJCAI 2021
Progressive Contour Regression for Arbitrary-Shape Scene Text Detection CVPR 2021
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
Deep Partial Rank Aggregation for Personalized Attributes AAAI 2021
What to Select: Pursuing Consistent Motion Segmentation from Multiple Geometric Models AAAI 2021
Why Do Attributes Propagate in Graph Convolutional Neural Networks? AAAI 2021
Ultra-High-Definition Image Dehazing via Multi-Guided Bilateral Learning CVPR 2021
When All We Need is a Piece of the Pie: A Generic Framework for Optimizing Two-way Partial AUC ICML 2021
Diverse Message Passing for Attribute with Heterophily NIPS 2021
JANE: Jointly Adversarial Network Embedding IJCAI 2020
Face Super-Resolution Guided by 3D Facial Priors ECCV 2020
Efficient Adversarial Attacks for Visual Object Tracking ECCV 2020
Single Image Super-Resolution via a Holistic Attention Network ECCV 2020
Who Likes What? β€” SplitLBI in Exploring Preferential Diversity of Ratings AAAI 2020
ComDefend: An Efficient Image Compression Model to Defend Adversarial Examples CVPR 2019
Face Video Deblurring Using 3D Facial Priors ICCV 2019
DM2C: Deep Mixed-Modal Clustering NIPS 2019
iSplit LBI: Individualized Partial Ranking with Ties via Split LBI NIPS 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
Transferable Adversarial Attacks for Image and Video Object Detection IJCAI 2019
Topology Optimization based Graph Convolutional Network IJCAI 2019
Generalized Block-Diagonal Structure Pursuit: Learning Soft Latent Task Assignment against Negative Transfer NIPS 2019
Deep Robust Subjective Visual Property Prediction in Crowdsourcing CVPR 2019
Single Image Deraining: A Comprehensive Benchmark Analysis CVPR 2019
Deep Non-Blind Deconvolution via Generalized Low-Rank Approximation NIPS 2018
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
Video Deblurring via Semantic Segmentation and Pixel-Wise Non-Linear Kernel ICCV 2017
Binarized Mode Seeking for Scalable Visual Pattern Discovery CVPR 2017
Image Deblurring via Extreme Channels Prior CVPR 2017
Latent Multi-View Subspace Clustering CVPR 2017
False Discovery Rate Control and Statistical Quality Assessment of Annotators in Crowdsourced Ranking ICML 2016
SketchNet: Sketch Classification With Web Images CVPR 2016
Makeup Like a Superstar: Deep Localized Makeup Transfer Network IJCAI 2016
Modularity Based Community Detection with Deep Learning IJCAI 2016
Structural Correlation Filter for Robust Visual Tracking CVPR 2016
Diversity-Induced Multi-View Subspace Clustering CVPR 2015
Matching-CNN Meets KNN: Quasi-Parametric Human Parsing CVPR 2015
Low-Rank Tensor Constrained Multiview Subspace Clustering ICCV 2015
Robust Separation of Reflection from Multiple Images CVPR 2014
Sparse Dictionary Learning for Edit Propagation of High-Resolution Images CVPR 2014
Video Editing with Temporal, Spatial and Appearance Consistency CVPR 2013
SYM-FISH: A Symmetry-Aware Flip Invariant Sketch Histogram Shape Descriptor ICCV 2013
Robust Tensor Clustering with Non-Greedy Maximization IJCAI 2013