Publications

Machine Learning @ NVIDIA

Conference Articles

• Tesseract: Tensorised Actors for Multi-Agent Reinforcement Learning
  Anuj Mahajan, Mikayel Samvelyan, Lei Mao, Viktor Makoviychuk, Animesh Garg, Jean Kossaifi, Shimon Whiteson, Yuke Zhu, Animashree Anandkumar
  International Conference on Machine Learning (ICML), 2021 (Spotlight)
  [arXiv]

• Bongard-LOGO: A New Benchmark for Human-Level Concept Learning and Reasoning
  Weili Nie, Zhiding Yu, Lei Mao, Ankit B. Patel, Yuke Zhu, Animashree Anandkumar
  Advances in Neural Information Processing Systems (NeurIPS), 2020 (Spotlight)
  [arXiv] [code]

Workshop Sessions

• Reinforcement Learning in Factored Action Spaces using Tensor Decompositions
  Anuj Mahajan, Mikayel Samvelyan, Lei Mao, Viktor Makoviychuk, Animesh Garg, Jean Kossaifi, Shimon Whiteson, Yuke Zhu, Animashree Anandkumar
  2nd Workshop on Quantum Tensor Networks in Machine Learning (QTNML) in conjunction with Advances in Neural Information Processing Systems (NeurIPS), 2021 (Oral)
  [arXiv]

Biostatistics @ Driving-Force Therapeutics

Journal Articles

• Traditional Herbal Medicine-Derived Sulforaphene Promotes Mitophagic Cell Death in Lymphoma Cells Through CRM1-Mediated p62/SQSTM1 Accumulation and AMPK Activation
  Haina Wang, Fuqiang Wang, Sijin Wu, Zhiheng Liu, Tingting Li, Lei Mao, Jie Zhang, Cheng Li, Caigang Liu, Yongliang Yang
  Chemico-Biological Interactions, 2018. 281: p. 11-23
  [PubMed]

• Traditional Herbal Medicine-Derived Sulforaphene LFS-01 Reverses Colitis in Mice by Selectively Altering the Gut Microbiota and Promoting Intestinal Gamma-Delta T Cells
  Ming Li, Jiali Gao, Yan Tang, Meishuo Liu, Sijin Wu, Kunli Qu, Xiangyu Long, Huajun Li, Min Liu, Yinhui Liu, Jieli Yuan, Lei Mao, Yu Liu, Xiliang Zheng, Erkang Wang, Jin Wang, and Yongliang Yang
  Front Pharmacol. 2017; 8: 959
  [PubMed]

Biochemistry @ Duke University

MS Thesis

• Biochemical Characterization of Human Exonuclease 1 Protein-Protein Interactions
  Duke University, 2016
  [DukeLibrary]

Journal Articles

• A Farnesyltransferase Acts to Inhibit Ectopic Neurite Formation in C. elegans
  David Carr, Leticia Sanchez-Alvarez, Janice H. Imai, Cristina Slatculescu, Nathaniel Noblett, Lei Mao, Lorena Beese and Antonio Colavita
  PLoS One, 2016. 11(6): e0157537
  [PubMed]

Biochemistry @ Dalian University of Technology

Journal Articles

• Targeting the Nuclear Transport Machinery by Rational Drug Design
  Lei Mao and Yongliang Yang
  Curr Pharm Des, 2013. 19(12): p. 2318-25
  [PubMed]

• CRM1 is a Cellular Target of Curcumin: New Insights for the Myriad of Biological Effects of an Ancient Spice
  Mingshan Niu, Sijin Wu, Lei Mao and Yongliang Yang
  Traffic, 2013. 14(10): p. 1042-52
  [PubMed]

Patents

• Sunitinib Used as the Inhibitor of Acetylcholinesterase
  Mingshan Niu, Lei Mao and Yongliang Yang
  Patent Number: CN102648906 A
  [Google]