Xingang Guo

4 papers · 2022–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (10)

Conferences

NIPS (2) ICLR (1) ICML (1)

Top co-authors

Bin Hu (4) Huan Zhang (2) Fangxu Yu (1) Junyu Zhang (1) LIANHUI Qin (1) Geir Dullerud (1) Darioush Keivan (1) Peter Seiler (1) Chengke Zou (1) Rui Yang (1)

Keywords

robust control (2) h-infinity control (2) sample complexity (1) nonsmooth optimization (1) policy optimization (1) direct policy search (1) derivative-free optimization (1) global convergence (1)

Papers

DynaMath: A Dynamic Visual Benchmark for Evaluating Mathematical Reasoning Robustness of Vision Language Models ICLR 2025

COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability ICML 2024

Complexity of Derivative-Free Policy Optimization for Structured $\mathcal{H}_\infty$ Control NIPS 2023

Global Convergence of Direct Policy Search for State-Feedback $\mathcal{H}_\infty$ Robust Control: A Revisit of Nonsmooth Synthesis with Goldstein Subdifferential NIPS 2022