Yuandong Tian
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Reinforcement Learning in Robotics, Neural Networks and Applications, Multimodal Machine Learning Applications
Most-Cited Works
- Single Image 3D Interpreter Network(2016)
- → Learning to Perform Local Rewriting for Combinatorial Optimization(2018)155 cited
- → Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees(2018)101 cited
- → Network planning with deep reinforcement learning(2021)100 cited
- → Understanding Dimensional Collapse in Contrastive Self-supervised Learning(2021)90 cited
- → An Analytical Formula of Population Gradient for two-layered ReLU network and its Applications in Convergence and Critical Point Analysis(2017)78 cited
- → Re3: Generating Longer Stories With Recursive Reprompting and Revision(2022)73 cited
- → CompilerGym: Robust, Performant Compiler Optimization Environments for AI Research(2022)71 cited