Lixing Chen
8 papers · 2018–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (6) π Academic Marathon (7) π Cross-Pollinator (8) π Renaissance Researcher (5)
π
Renaissance Researcher
(5)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(22)
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Keyword Champion
(2)
β
The Questioner
(3)
π
Trend Setter
Conferences
AAAI (2)
ACL (1)
CVPR (1)
ECCV (1)
ICML (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
generalization analysis
(2)
federated learning
(2)
generalization error
(2)
contrastive learning
(1)
adversarial learning
(1)
neural network optimization
(1)
synthetic data generation
(1)
mutual information
(1)
algorithmic stability
(1)
multi-armed bandit
(1)
regret bound
(1)
contextual bandit
(1)
data heterogeneity
(1)
personalized model
(1)
client heterogeneity
(1)
feature fusion
(1)
gradient estimator
(1)
combinatorial bandit
(1)
sharpness aware minimization
(1)
voxel feature
(1)
Papers
SafeAgent: Safeguarding LLM Agents via an Automated Risk Simulator
ACL 2026
Stability and Generalization for Stochastic (Compositional) Optimizations
IJCAI 2025
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning?
AAAI 2025
Hiding Imperceptible Noise in Curvature-Aware Patches for 3D Point Cloud Attack
ECCV 2024
What Makes Good Collaborative Views? Contrastive Mutual Information Maximization for Multi-Agent Perception
AAAI 2024
Stability and Generalization for Stochastic Recursive Momentum-based Algorithms for (Strongly-)Convex One to $K$-Level Stochastic Optimizations
ICML 2024
How To Prevent the Poor Performance Clients for Personalized Federated Learning?
CVPR 2023
Contextual Combinatorial Multi-armed Bandits with Volatile Arms and Submodular Reward
NIPS 2018