Xingang Guo

4 papers · 2022–2025 · 3 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 · Gold 🌈 Renaissance Researcher (5)

Venues

NeurIPS (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)

Research topics

Artificial Intelligence (2) Machine Learning (2) Reinforcement Learning (2) Core AI (2) Methods (2) Optimization & Theory (2) Mathematics & Optimization (1) Natural Language Processing (1) Robotics (1) Generation (1) Optimization (1) Systems (1)

Keywords

robust control (2) h-infinity control (2) global convergence (1) sample complexity (1) visual context (1) generalization ability (1) nonsmooth optimization (1) derivative-free optimization (1) direct policy search (1) vision-language model (1) robustness evaluation (1) llms (1) jailbreak (1) cold-attack (1) controllable attack generation (1) sentiment (1) policy optimization (1) stealthiness (1) mathematical reasoning (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 H_∞ Control NeurIPS 2023 Global Convergence of Direct Policy Search for State-Feedback H_∞ Robust Control: A Revisit of Nonsmooth Synthesis with Goldstein Subdifferential NeurIPS 2022