CV
Haoxin Yang
South China University of Technology
🎓 Education
South China University of Technology, Guangzhou, China
- Ph.D. in Computer Science and Technology
- Sep. 2022 – Jun. 2026 (Expected)
- Advisor: Prof. Xuemiao Xu
- Research: Privacy and security in generative models
Shenzhen University, Shenzhen, China
- M.Eng. in Electronic and Communication Engineering
- Sep. 2019 – Jun. 2022
- Advisors: Prof. Bin Li, Prof. Yi Wang
- Research: Privacy protection in federated learning
South China Agricultural University, Guangzhou, China
- B.Eng. in Electronic Information Science and Technology
- Sep. 2015 – Jun. 2019
📄 Publications
*: Co-first author †: Corresponding author 8 papers in CCF-A / CAS Q1 venues, including 3 first-author papers
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StableGuard: Towards Unified Copyright Protection and Tamper Localization in Latent Diffusion Models NeurIPS 2025 (CCF-A)
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StarPose: 3D Human Pose Estimation via Spatial-Temporal Autoregressive Diffusion IEEE TCSVT 2025 (CCF-B, CAS Q1 TOP)
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G2Face: High-Fidelity Reversible Face Anonymization via Generative and Geometric Priors IEEE TIFS 2024 (CCF-A, CAS Q1 TOP)
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Individual Property Inference Over Collaborative Learning in Deep Feature Space ICME 2022 (CCF-B)
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Beyond Inference Intervention: Identity-Decoupled Diffusion for Face Anonymization IEEE TIFS (Under Review, 2025)
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ViewSRD: 3D Visual Grounding via Structured Multi-View Decomposition ICCV 2025 (CCF-A)
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SITA: Structurally Imperceptible and Transferable Adversarial Attacks for Stylized Image Generation IEEE TIFS 2025 (CCF-A)
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EntropicSurge: Chaotic Latents are Principled Image-to-Video Attackers IEEE TIFS (Under Review, 2025)
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SCJD: Sparse Correlation and Joint Distillation for Efficient 3D Human Pose Estimation ICME 2025
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GenPoly: Learning Generalized and Tessellated Shape Priors via 3D Polymorphic Evolving IEEE TPAMI 2025 (CCF-A, CAS Q1)
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Hierarchical Damage Correlations for Old Photo Restoration Information Fusion 2025 (CAS Q1)
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Registration is a Powerful Rotation-Invariance Learner for 3D Anomaly Detection NeurIPS 2025 (CCF-A)
🧠 Patents
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Dynamic Visual Intelligent Vending Cabinet Product Detection, Tracking and Post-processing Method CN118298356A (Under Examination)
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Data Reconstruction Method and System Based on Deep Features and Gradient Information CN114330514B (Granted)
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Method and System for Inferring Data Attributes in Collaborative Learning CN114287009B (Granted)
🚀 Research & Project Experience
Large-Scale Urban Traffic Operation Safety (National Key R&D Program)
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Subproject Leader
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Jan. 2023 – Aug. 2025
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Focus: Privacy protection for large-scale traffic visual data
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Contributions:
- GAN + geometric prior-based face anonymization
- Diffusion-based anonymization framework
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Result published in IEEE TIFS
Copyright Protection & Tamper Localization in Latent Diffusion Models
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Project Lead
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Jun. 2024 – Sep. 2025
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Proposed StableGuard:
- Unified framework for copyright protection and tamper detection
- Self-supervised watermark embedding via multiplexed VAE
- Mixture-of-experts forensic network
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Published in NeurIPS 2025
Monocular Video-based 3D Human Pose Estimation
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Project Lead
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Jun. 2024 – Aug. 2025
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Contributions:
- StarPose: diffusion-based autoregressive framework
- SCJD: sparse correlation + joint distillation
Intelligent Unmanned Retail System
- Technical Lead
- Apr. 2023 – Jun. 2025
- Developed YOLO-based detection & tracking system
- Successfully deployed in industry
🧪 Academic Services
- Reviewer for: IEEE TIFS, TCSVT, TAI, ICME, IMAVIS
🏆 Honors & Awards
- First Prize, Greater Bay Area Graduate Academic Forum, 2025
- Graduate Academic Scholarship, Shenzhen University, 2020
🛠 Skills
Research Skills
- Independent research, data analysis, academic writing, presentation
Technical Skills
- Python, PyTorch, LaTeX, Shell, Linux, Docker
Languages
- Chinese (Native), English (Fluent), Cantonese, Teochew