CompilerGym: Robust, Performant Compiler Optimization Environments for AI Research
Jason Ansel, Brandon Cui, Chris Cummins, Sahir Gomez, Jiadong Guo, Somya Jain, Hugh Leather, Jia Liu, Benoit Steiner, Olivier Teytaud, Bram Wasti
People
Yuandong Tian
Research Scientist
I am a Research Scientist in Facebook Artificial Intelligence Research since Jan 2015. Before joining FAIR, I was a researcher/SWE in Google X, Self-driving Car team from Sep. 2013 to Jan. 2015. I received PhD in Robotics from Carnegie Mellon University in 2013 and B.S and M.S of Computer Science from Shanghai Jiao Tong University in 2005 and 2008. I am a recipient of ICCV 2013 Marr Prize Honorable Mentions for a hierarchical framework that gives globally optimal guarantees for non-convex non-rigid image deformation, and 2011 Microsoft Research PhD Fellowship.
Interests
Computer vision, machine Learning
Latest Publications
CGO
Learning Space Partitions for Path Planning
Brandon Cui, Chris Cummins, Joseph E. Gonzalez, Dan Klein, Benoit Steiner, Linnan Wang, Kevin Yang, Tianjun Zhang
Latent Execution for Neural Program Synthesis
Xinyun Chen, Dawn Song
MADE: Exploration via Maximizing Deviation from Explored Regions
Joseph E. Gonzalez, Jiantao Jiao, Paria Rashidinejad, Stuart Russell, Tianjun Zhang
NovelD: A Simple yet Effective Exploration Criterion
Joseph E. Gonzalez, Kurt Keutzer, Yi Wu, Huazhe Xu, Tianjun Zhang
Network Planning with Deep Reinforcement Learning
Varun Gupta, Xin Jin, Hang Zhu
