Zhishan Guo

5 papers · 2018–2026 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🚀 Conference Pioneer

Venues

AAAI (2) ECCV (1) ICCV (1) IJCAI (1)

Top co-authors

Abdullah Al Arafat (3) Haoyi Xiong (2) Jiang Bian (2) Cheng-Zhong Xu (1) Jian-Jia Chen (1) Mamshad Nayeem Rizve (1) Zhanxing Zhu (1) Rahim Hossain (1) Georg von der Brüggen (1) Jun Huan (1)

Research topics

Machine Learning (5) Optimization & Theory (3) Core Methods (2) Artificial Intelligence (1) Computer Vision (1) Deep Learning (1) Mathematics & Optimization (1) Analysis (1) Application Areas (1) Architectures (1) Bayesian & Probabilistic (1) Core AI (1) Learning Types (1) Optimization (1)

Keywords

model compression (1) stochastic gradient (1) compressed sensing (1) certified robustness (1) feature extraction (1) bayesian inference (1) sparse representation (1) metropolis-hastings sampling (1) knowledge distillation (1) source-free domain adaptation (1) linear discriminant analysis (1) spectral norm (1) hamiltonian monte carlo (1) backdoor attack (1) theoretical guarantee (1) stochastic gradient hamiltonian monte carlo (1) fine tuning (1) binary mask (1) adversarial patch (1) spectral hamiltonian monte carlo (1)

Papers

CertMask: Certifiable Defense Against Adversarial Patches via Theoretically Optimal Mask Coverage AAAI 2026 Augmented Neural Fine-tuning for Efficient Backdoor Purification ECCV 2024 SSDA: Secure Source-Free Domain Adaptation ICCV 2023 SpHMC: Spectral Hamiltonian Monte Carlo AAAI 2019 De-biasing Covariance-Regularized Discriminant Analysis IJCAI 2018