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Cong Fang
Cong Fang
8
papers
139
total citations
papers (8)
Improved Analysis of Clipping Algorithms for Non-convex Optimization
NEURIPS 2020
arXiv
114
citations
End-to-End Neuro-Symbolic Reinforcement Learning with Textual Explanations
ICML 2024
arXiv
16
citations
Quantum Algorithms and Lower Bounds for Finite-Sum Optimization
ICML 2024
arXiv
5
citations
Relational Learning in Pre-Trained Models: A Theory from Hypergraph Recovery Perspective
ICML 2024
arXiv
2
citations
Learning Curves of Stochastic Gradient Descent in Kernel Regression
ICML 2025
arXiv
1
citations
Task-Robust Pre-Training for Worst-Case Downstream Adaptation
NEURIPS 2023
arXiv
1
citations
Double Randomized Underdamped Langevin with Dimension-Independent Convergence Guarantee
NEURIPS 2023
0
citations
How to Characterize The Landscape of Overparameterized Convolutional Neural Networks
NEURIPS 2020
0
citations