Zhuowen Yuan

7 papers · 2022–2025 · 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 🌉 Interdisciplinary Bridge · Bronze 👥 Mega-Team · Squad

Venues

ICML (3) NeurIPS (2) ECCV (1) ICLR (1)

Top co-authors

Bo Li (7) Dawn Song (3) Aniket Murhekar (2) Zidi Xiong (2) Yi Zeng (2) Jinyuan Jia (2) Ruta Mehta (2) Bhaskar Ray Chaudhury (2) Yu Gai (1) Dan Hendrycks (1)

Research topics

Artificial Intelligence (5) Core AI (4) Machine Learning (2) Learning Paradigms (2) Reinforcement Learning (1) Learning Types (1) Methods (1) Optimization & Theory (1)

Keywords

backdoor attack (2) federated learning (2) adversarial learning (1) adversarial robustness (1) game theory (1) model robustness (1) minimax optimization (1) mechanism design (1) nash equilibrium (1) welfare maximization (1) jailbreaking attack (1) safety evaluation (1) retraining algorithm (1) performance improvement (1) multimodal foundation model (1) large language model (1) best response dynamics (1) selective classifier (1) policy explanation (1) budget-balanced mechanism (1)

Papers

MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models ICLR 2025 Fair Federated Learning via the Proportional Veto Core ICML 2024 RigorLLM: Resilient Guardrails for Large Language Models against Undesired Content ICML 2024 SHINE: Shielding Backdoors in Deep Reinforcement Learning ICML 2024 FedGame: A Game-Theoretic Defense against Backdoor Attacks in Federated Learning NeurIPS 2023 Incentives in Federated Learning: Equilibria, Dynamics, and Mechanisms for Welfare Maximization NeurIPS 2023 SecretGen: Privacy Recovery on Pre-trained Models via Distribution Discrimination ECCV 2022