Zeming Lin

Undergrad student, University of Virginia

MS student, University of Virginia

PhD student, New York University

Joined

December 2017

Names

Zeming Lin

Emails

****@fb.com (Confirmed)

****@nyu.edu (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Undergrad student

University of Virginia (virginia.edu)

Present

MS student

University of Virginia (virginia.edu)

Present

PhD student

New York University (nyu.edu)

2020 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Unsupervised Learning

2019 – Present

Bioinformatics

2015 – Present

Large Scale Reinforcement Learning

2016 – 2019

Publications

Biological structure and function emerge from scaling unsupervised learning to 250 million protein sequences
Alexander Rives, Joshua Meier, Tom Sercu, Siddharth Goyal, Zeming Lin, Demi Guo, Myle Ott, Jerry Ma, Rob Fergus
- 12 May 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
Neural Potts Model
Tom Sercu, Robert Verkuil, Joshua Meier, Brandon Amos, Zeming Lin, Caroline Chen, Jason Liu, Yann LeCun, Alexander Rives
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
Growing Action Spaces
Gregory Farquhar, Laura Gustafson, Zeming Lin, Shimon Whiteson, Nicolas Usunier, Gabriel Synnaeve
- 2020 (modified: 07 Apr 2022)
- ICML 2020
- Readers: Everyone
PyTorch: An Imperative Style, High-Performance Deep Learning Library
Adam Paszke, Sam Gross, Francisco Massa, Adam Lerer, James Bradbury, Gregory Chanan, Trevor Killeen, Zeming Lin, Natalia Gimelshein, Luca Antiga, Alban Desmaison, Andreas Köpf, Edward Z. Yang, Zachary DeVito, Martin Raison, Alykhan Tejani, Sasank Chilamkurthy, Benoit Steiner, Lu Fang, Junjie Bai et al. (1 additional authors not shown)
- 2019 (modified: 07 Apr 2022)
- NeurIPS 2019
- Readers: Everyone
Forward Modeling for Partial Observation Strategy Games - A StarCraft Defogger
Gabriel Synnaeve, Zeming Lin, Jonas Gehring, Daniel Gant, Vegard Mella, Vasil Khalidov, Nicolas Carion, Nicolas Usunier
- 2018 (modified: 11 Nov 2022)
- NeurIPS 2018
- Readers: Everyone
Intrinsic Motivation and Automatic Curricula via Asymmetric Self-Play
Sainbayar Sukhbaatar, Zeming Lin, Ilya Kostrikov, Gabriel Synnaeve, Arthur Szlam, Rob Fergus
- 2018 (modified: 07 Apr 2022)
- ICLR (Poster) 2018
- Readers: Everyone
STARDATA: A StarCraft AI Research Dataset
Zeming Lin, Jonas Gehring, Vasil Khalidov, Gabriel Synnaeve
- 2017 (modified: 07 Apr 2022)
- AIIDE 2017
- Readers: Everyone
MUST-CNN: A Multilayer Shift-and-Stitch Deep Convolutional Architecture for Sequence-Based Protein Structure Prediction
Zeming Lin, Jack Lanchantin, Yanjun Qi
- 2016 (modified: 16 Jul 2019)
- AAAI 2016
- Readers: Everyone
Episodic Exploration for Deep Deterministic Policies: An Application to StarCraft Micromanagement Tasks
Nicolas Usunier, Gabriel Synnaeve, Zeming Lin, Soumith Chintala
- 2016 (modified: 07 Apr 2022)
- CoRR 2016
- Readers: Everyone
Deep Motif: Visualizing Genomic Sequence Classifications
Jack Lanchantin, Ritambhara Singh, Zeming Lin, Yanjun Qi
- 2016 (modified: 07 Apr 2022)
- CoRR 2016
- Readers: Everyone

View all 11 publications

Co-Authors

View all 49 co-authors