Ronghui Mu
9 papers · 2023–2026 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
π§
Keyword Pioneer
π
Conference Polyglot
(5)
π
Cross-Pollinator
(12)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(21)
Conferences
AAAI (3)
CVPR (2)
IJCAI (2)
ICLR (1)
ICML (1)
Top co-authors
Keywords
adversarial robustness
(4)
policy smoothing
(2)
adversarial training
(2)
adversarial learning
(1)
risk management
(1)
convex optimization
(1)
false discovery rate
(1)
semantic clustering
(1)
loss landscape
(1)
ai safety
(1)
perturbation analysis
(1)
worst-case performance
(1)
distributional robustness
(1)
adversarial attack
(1)
robustness certification
(1)
adversarial perturbation
(1)
embodied ai
(1)
cumulative reward
(1)
adversarial example
(1)
reinforcement learning
(1)
Papers
CluCERT: Certifying LLM Robustness via Clustering-Guided Denoising Smoothing
AAAI 2026
Enhancing Robust Fairness via Confusional Spectral Regularization
ICLR 2025
Safety of Embodied Navigation: A Survey
IJCAI 2025
Towards Fairness-Aware Adversarial Learning
CVPR 2024
Position: Building Guardrails for Large Language Models Requires Systematic Design
ICML 2024
PRASS: Probabilistic Risk-averse Robust Learning with Stochastic Search
IJCAI 2024
Reward Certification for Policy Smoothed Reinforcement Learning
AAAI 2024
Certified Policy Smoothing for Cooperative Multi-Agent Reinforcement Learning
AAAI 2023
Randomized Adversarial Training via Taylor Expansion
CVPR 2023