Publications

Machine Learning @ NVIDIA

Conference Articles

  • Hardware-Aware Latency Pruning for Real-Time 3D Object Detection
    Maying Shen, Lei Mao, Joshua Chen, Justin Hsu, Xinglong Sun, Oliver Knieps, Carmen Maxim, Jose M. Alvarez
    IEEE Intelligent Vehicles Symposium (IV), 2023
    [IEEE Xplore]

  • Structural Pruning via Latency-Saliency Knapsack
    Maying Shen, Hongxu Yin, Pavlo Molchanov, Lei Mao, Jianna Liu, Jose M. Alvarez
    Advances in Neural Information Processing Systems (NeurIPS), 2022 (Spotlight)
    [arXiv] [web] [code]

  • 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]

Patents

  • Performance-Aware Size Reduction for Neural Networks
    Maying Shen, Pavlo Molchanov, Hongxu Yin, Lei Mao, Jianna Liu, Jose Manuel Alvarez Lopez
    Patent Number: US20230077258A1
    [Google]

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]