Chenghao Deng

4 papers · 2024–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 👑 Triple Crown

Venues

ICML (2) ICLR (1) NeurIPS (1)

Top co-authors

Furong Huang (4) Mucong Ding (2) Yuancheng Xu (2) Tom Goldstein (2) Yanchao Sun (2) Aakriti Agrawal (2) Yongyuan Liang (1) Yuxin Wen (1) Sicheng Zhu (1) Xiyao Wang (1)

Research topics

Artificial Intelligence (3) Core AI (3) Machine Learning (2) Reinforcement Learning (2) Methods (2) Optimization & Theory (2) Natural Language Processing (1) Learning Types (1) Resources & Methods (1)

Keywords

reinforcement learning (1) robustness (1) policy gradient (1) sequential decision making (1) item response theory (1) markov decision process (1) regret minimization (1) adversarial attack (1) benchmark dataset (1) bias mitigation (1) adversarial bandit (1) difficulty estimation (1) large language model (1) policy robustness (1) non-dominated policy (1) adversarial (1) elbert (1) equal long-term benefit rate (1) watermark (1) images (1)

Papers

Adapting Static Fairness to Sequential Decision-Making: Bias Mitigation Strategies towards Equal Long-term Benefit Rate ICML 2024 Beyond Worst-case Attacks: Robust RL with Adaptive Defense via Non-dominated Policies ICLR 2024 Easy2Hard-Bench: Standardized Difficulty Labels for Profiling LLM Performance and Generalization NeurIPS 2024 WAVES: Benchmarking the Robustness of Image Watermarks ICML 2024