Yuandong Tian

Learning to Perform Local Rewriting for Combinatorial Optimization

Xinyun Chen, Yuandong Tian · arXiv (Cornell University) · 2018 · 156 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Network planning with deep reinforcement learning

Hang Zhu, Varun Gupta, Satyajeet Singh Ahuja et al. · 2021 · 102 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees

Yuping Luo, Huazhe Xu, Yuanzhi Li et al. · arXiv (Cornell University) · 2018 · 101 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Understanding Dimensional Collapse in Contrastive Self-supervised Learning

Jing Li, Pascal Vincent, Yann LeCun et al. · arXiv (Cornell University) · 2021 · 90 citations · Full text

Computing, Computer Science, Computer Vision +15

An Analytical Formula of Population Gradient for two-layered ReLU network and its Applications in Convergence and Critical Point Analysis

Yuandong Tian · arXiv (Cornell University) · 2017 · 78 citations · Full text

Computing, Computer Science, Mathematics +15