Lixing Chen
8 papers · 2018–2026 · 7 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (25) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver
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The Questioner
(3)
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Trend Setter
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(4)
Learning Types · Machine Learning
(4)
Optimization & Theory
(4)
Deep Learning
(3)
Mathematics & Optimization
(3)
Learning Types · Deep Learning
(3)
Optimization
(3)
Core AI
(2)
Learning Paradigms · Artificial Intelligence
(2)
Learning Paradigms · Machine Learning
(2)
Computer Vision
(1)
Domain-Specific
(1)
Keywords
generalization error
(3)
federated learning
(2)
generalization analysis
(2)
adversarial learning
(1)
strongly convex
(1)
sharpness-aware minimization
(1)
contrastive learning
(1)
synthetic data generation
(1)
mutual information
(1)
algorithmic stability
(1)
neural network optimization
(1)
stochastic optimization
(1)
combinatorial optimization
(1)
estimator variance
(1)
multi-armed bandit
(1)
regret bound
(1)
contextual bandit
(1)
data heterogeneity
(1)
personalized model
(1)
submodular optimization
(1)
Papers
SafeAgent: Safeguarding LLM Agents via an Automated Risk Simulator
ACL 2026
How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning?
AAAI 2025
Stability and Generalization for Stochastic (Compositional) Optimizations
IJCAI 2025
Hiding Imperceptible Noise in Curvature-Aware Patches for 3D Point Cloud Attack
ECCV 2024
Stability and Generalization for Stochastic Recursive Momentum-based Algorithms for (Strongly-)Convex One to K-Level Stochastic Optimizations
ICML 2024
What Makes Good Collaborative Views? Contrastive Mutual Information Maximization for Multi-Agent Perception
AAAI 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
NeurIPS 2018