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Xiaochun Cao

Sun Yat-sen University, School of Cyber Science and Technology, Shenzhen, China

73 papers at tracked venues · 66 at CORE A* · active 2024–2026

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Venues

NeurIPS ×15AAAI ×9ICML ×9CVPR ×8ACM MM ×6ICCV ×6ICLR ×6IJCAI ×5ACL ×4WWW ×3ECCV ×2

Frequent coauthors

Jiaming Zhuo
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Liang Yang
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Shangquan Sun
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Xinwei Liu
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Wenqiang Wang
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Jiawei Liang
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Haotian Luo
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Tianrui Lou
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Kai Li
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Chao Huang
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Ruoyu Chen
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Feiran Li
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Papers

  1. FaceShield: Explainable Face Anti-Spoofing with Multimodal Large Language Models
    AAAI 2026 ·
    Hongyang Wang
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  2. GeoShield: Safeguarding Geolocation Privacy from Vision-Language Models via Adversarial Perturbations
    AAAI 2026 ·
    Xinwei Liu
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  3. Incomplete In-context Learning
    ACL 2026 ·
    Wenqiang Wang
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  4. Multi-Source Information Driven Spatio-Temporal Hypergraph Learning for Traffic Forecasting
    WWW 2026 ·
    Ping Zhang
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  5. O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning
    ACL 2026 ·
    Haotian Luo
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  6. Task-Related In-Context Learning
    ACL 2026 ·
    Wenqiang Wang
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  7. 3D Gaussian Splatting Driven Multi-View Robust Physical Adversarial Camouflage Generation
    ICCV 2025 ·
    Tianrui Lou
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  8. A Closer Look at Graph Transformers: Cross-Aggregation and Beyond
    NeurIPS 2025 ·
    Jiaming Zhuo
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  9. Ada-R1: Hybrid-CoT via Bi-Level Adaptive Reasoning Optimization
    NeurIPS 2025 ·
    Haotian Luo
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  10. CamEdit: Continuous Camera Parameter Control for Photorealistic Image Editing
    NeurIPS 2025 ·
    Xinran Qin
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  11. Continual Model Merging without Data: Dual Projections for Balancing Stability and Plasticity
    NeurIPS 2025 ·
    Enneng Yang
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  12. Critical Forgetting-Based Multi-Scale Disentanglement for Deepfake Detection
    AAAI 2025 ·
    Kai Li
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  13. DADM: Dual Alignment of Domain and Modality for Face Anti-Spoofing
    ICCV 2025 ·
    Jingyi Yang
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  14. DSPF: Dual-Stage Preservation and Fusion for Source-Free Domain Adaptive Point Cloud Completion
    ACM MM 2025 ·
    Zhiqian Xia
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  15. DUALFormer: Dual Graph Transformer
    ICLR 2025 ·
    Jiaming Zhuo
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  16. Decoupled Graph Energy-based Model for Node Out-of-Distribution Detection on Heterophilic Graphs
    ICLR 2025 ·
    Yuhan Chen
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  17. Detecting Synthetic Image by Cross-Modal Commonality Interaction
    ACM MM 2025 ·
    Kai Li
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  18. Disentangled Graph Spectral Domain Adaptation
    ICML 2025 ·
    Liang Yang
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  19. Do We Really Need Message Passing in Brain Network Modeling?
    ICML 2025 ·
    Liang Yang
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  20. Dynamic Analysis and Adaptive Discriminator for Fake News Detection
    ACM MM 2025 ·
    Xinqi Su
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  21. Ex-VAD: Explainable Fine-grained Video Anomaly Detection Based on Visual-Language Models
    ICML 2025 ·
    Chao Huang
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  22. FaceInsight: A Multimodal Large Language Model for Face Perception
    ACM MM 2025 ·
    Jingzhi Li
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  23. Focal-SAM: Focal Sharpness-Aware Minimization for Long-Tailed Classification
    ICML 2025 ·
    Sicong Li
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  24. Gradient-Reweighted Adversarial Camouflage for Physical Object Detection Evasion
    ICCV 2025 ·
    Jiawei Liang
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  25. Graph Contrastive Learning with Joint Spectral Augmentation of Attribute and Topology
    AAAI 2025 ·
    Liang Yang
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  26. Improved Techniques for Optimization-Based Jailbreaking on Large Language Models
    ICLR 2025 ·
    Xiaojun Jia
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  27. Interpreting Object-level Foundation Models via Visual Precision Search
    CVPR 2025 ·
    Ruoyu Chen
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  28. Lie Detector: Unified Backdoor Detection via Cross-Examination Framework
    NeurIPS 2025 ·
    Xuan Wang
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  29. MMGIA: Gradient Inversion Attack Against Multimodal Federated Learning via Intermodal Correlation
    IJCAI 2025 ·
    Lele Zheng
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  30. Modeling Multi-Task Model Merging as Adaptive Projective Gradient Descent
    ICML 2025 ·
    Yongxian Wei
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  31. Multi-task Adversarial Attacks against Black-box Model with Few-shot Queries
    ACL 2025 ·
    Wenqiang Wang
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  32. Object-Level Backdoor Attacks in RGB-T Semantic Segmentation with Cross-Modality Trigger Optimization
    IJCAI 2025 ·
    Xianghao Jiao
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  33. One Image is Worth a Thousand Words: A Usability Preservable Text-Image Collaborative Erasing Framework
    ICML 2025 ·
    Feiran Li
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  34. Physical Adversarial Camouflage Through Gradient Calibration and Regularization
    IJCAI 2025 ·
    Jiawei Liang
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  35. Rethinking Joint Maximum Mean Discrepancy for Visual Domain Adaptation
    NeurIPS 2025 ·
    Wei Wang
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  36. Revisiting Backdoor Attacks against Large Vision-Language Models from Domain Shift
    CVPR 2025 ·
    Siyuan Liang
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  37. RoMa: A Robust Model Watermarking Scheme for Protecting IP in Diffusion Models
    NeurIPS 2025 ·
    Yingsha Xie
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  38. RobustSplat: Decoupling Densification and Dynamics for Transient-Free 3DGS
    ICCV 2025 ·
    Chuanyu Fu
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  39. SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints
    AAAI 2025 ·
    Ziqi Sheng
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  40. Semi-Supervised State-Space Model with Dynamic Stacking Filter for Real-World Video Deraining
    CVPR 2025 ·
    Shangquan Sun
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  41. Targeted Low-rank Refinement: Enhancing Sparse Language Models with Precision
    ICML 2025 ·
    Li Shen
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  42. Towards Irreversible Attack: Fooling Scene Text Recognition via Multi-Population Coevolution Search
    NeurIPS 2025 ·
    Jingyu Li
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  43. Transparent Vision: A Theory of Hierarchical Invariant Representations
    ICCV 2025 ·
    Shuren Qi
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  44. UMDATrack: Unified Multi-Domain Adaptive Tracking under Adverse Weather Conditions
    ICCV 2025 ·
    Siyuan Yao
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  45. Understanding the Stability-based Generalization of Personalized Federated Learning
    ICLR 2025 ·
    Yingqi Liu
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  46. Unveiling the Power of Multiple Gossip Steps: A Stability-Based Generalization Analysis in Decentralized Training
    NeurIPS 2025 ·
    Qinglun Li
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  47. Vad-R1: Towards Video Anomaly Reasoning via Perception-to-Cognition Chain-of-Thought
    NeurIPS 2025 ·
    Chao Huang
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  48. BadCLIP: Dual-Embedding Guided Backdoor Attack on Multimodal Contrastive Learning
    CVPR 2024 ·
    Siyuan Liang
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  49. CAT: Enhancing Multimodal Large Language Model to Answer Questions in Dynamic Audio-Visual Scenarios
    ECCV 2024 ·
    Qilang Ye
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  50. Chat-UniVi: Unified Visual Representation Empowers Large Language Models with Image and Video Understanding
    CVPR 2024 ·
    Peng Jin
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  51. Coarse-to-Fine Proposal Refinement Framework for Audio Temporal Forgery Detection and Localization
    ACM MM 2024 ·
    Junyan Wu
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  52. Does Few-Shot Learning Suffer from Backdoor Attacks?
    AAAI 2024 ·
    Xinwei Liu
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  53. EnsIR: An Ensemble Algorithm for Image Restoration via Gaussian Mixture Models
    NeurIPS 2024 ·
    Shangquan Sun
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  54. Fast Graph Sharpness-Aware Minimization for Enhancing and Accelerating Few-Shot Node Classification
    NeurIPS 2024 ·
    Yihong Luo
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  55. GAUSS: GrAph-customized Universal Self-Supervised Learning
    WWW 2024 ·
    Liang Yang
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  56. Graph Contrastive Learning Reimagined: Exploring Universality
    WWW 2024 ·
    Jiaming Zhuo
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  57. Harnessing Hierarchical Label Distribution Variations in Test Agnostic Long-tail Recognition
    ICML 2024 ·
    Zhiyong Yang
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  58. Hide in Thicket: Generating Imperceptible and Rational Adversarial Perturbations on 3D Point Clouds
    CVPR 2024 ·
    Tianrui Lou
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  59. Improving Graph Contrastive Learning via Adaptive Positive Sampling
    CVPR 2024 ·
    Jiaming Zhuo
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  60. Less is More: Fewer Interpretable Region via Submodular Subset Selection
    ICLR 2024 ·
    Ruoyu Chen
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  61. Logit Standardization in Knowledge Distillation
    CVPR 2024 ·
    Shangquan Sun
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  62. Multi-Attention Based Visual-Semantic Interaction for Few-Shot Learning
    IJCAI 2024 ·
    Peng Zhao
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  63. Multimodal Unlearnable Examples: Protecting Data against Multimodal Contrastive Learning
    ACM MM 2024 ·
    Xinwei Liu
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  64. Not All Diffusion Model Activations Have Been Evaluated as Discriminative Features
    NeurIPS 2024 ·
    Benyuan Meng
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  65. Omnidirectional Image Super-resolution via Bi-projection Fusion
    AAAI 2024 ·
    Jiangang Wang
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  66. Optimal Graph Learning and Nuclear Norm Maximization for Deep Cross-Domain Robust Label Propagation
    IJCAI 2024 ·
    Wei Wang
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  67. PTUS: Photo-Realistic Talking Upper-Body Synthesis via 3D-Aware Motion Decomposition Warping
    AAAI 2024 ·
    Luoyang Lin
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  68. Poisoned Forgery Face: Towards Backdoor Attacks on Face Forgery Detection
    ICLR 2024 ·
    Jiawei Liang
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  69. Restoring Images in Adverse Weather Conditions via Histogram Transformer
    ECCV 2024 ·
    Shangquan Sun
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  70. SDGAN: Disentangling Semantic Manipulation for Facial Attribute Editing
    AAAI 2024 ·
    Wenmin Huang
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  71. Size-invariance Matters: Rethinking Metrics and Losses for Imbalanced Multi-object Salient Object Detection
    ICML 2024 ·
    Feiran Li
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  72. Suppress Content Shift: Better Diffusion Features via Off-the-Shelf Generation Techniques
    NeurIPS 2024 ·
    Benyuan Meng
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  73. Unified Graph Augmentations for Generalized Contrastive Learning on Graphs
    NeurIPS 2024 ·
    Jiaming Zhuo
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