Shiliang Zuo

5 papers · 2021–2024 · 5 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 · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird

Venues

AISTATS (1) ALT (1) ICLR (1) ICML (1) NeurIPS (1)

Top co-authors

Arindam Banerjee (2) Jingrui He (1) Pan Zhou (1) Vidyashankar Sivakumar (1) Zhuolin Yang (1) Qian Chen (1) Linyi Li (1) Ce Zhang (1) Xiaojun Xu (1) Benjamin I. Rubinstein (1)

Research topics

Machine Learning (5) Optimization & Theory (4) Learning Types (3) Artificial Intelligence (2) Core AI (2) Mathematics & Optimization (1) Application Areas (1) Core Methods (1) Optimization (1)

Keywords

regret bound (3) contextual bandit (2) adversarial robustness (2) model robustness (1) sequential decision (1) primal-dual algorithm (1) adversarial setting (1) ucb algorithm (1) thompson sampling (1) adversarial attack (1) multi-armed bandit (1) upper confidence bound (1) stochastic bandit (1) smoothed analysis (1) competitive ratio (1) adversarial transferability (1) linear contextual bandit (1) knapsack problem (1) online regression (1) polyak-lojasiewicz condition (1)

Papers

Contextual Bandits with Online Neural Regression ICLR 2024 Corruption-Robust Lipschitz Contextual Search ALT 2024 Near Optimal Adversarial Attacks on Stochastic Bandits and Defenses with Smoothed Responses AISTATS 2024 Smoothed Adversarial Linear Contextual Bandits with Knapsacks ICML 2022 TRS: Transferability Reduced Ensemble via Promoting Gradient Diversity and Model Smoothness NeurIPS 2021