Chenghao Deng

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

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15) 👑 Triple Crown

Conferences

ICML (2) ICLR (1) NIPS (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)

Keywords

item response theory (1) benchmark dataset (1) difficulty estimation (1) large language model (1)

Papers

Easy2Hard-Bench: Standardized Difficulty Labels for Profiling LLM Performance and Generalization NIPS 2024

Beyond Worst-case Attacks: Robust RL with Adaptive Defense via Non-dominated Policies ICLR 2024

WAVES: Benchmarking the Robustness of Image Watermarks ICML 2024

Adapting Static Fairness to Sequential Decision-Making: Bias Mitigation Strategies towards Equal Long-term Benefit Rate ICML 2024