ZL
Zeming Lin
cs.LGcs.AIGene Expression Regulation, PlantPlant Proteinssynthetic biologymoso bamboobioinformaticsDroughtsdrought stressEvolution, Molecular
On Valency
published · living versionsW_p6qsgd29·v1 · currentpublished
PyTorch: An Imperative Style, High-Performance Deep Learning Library
with Adam Paszke, Sam Gross, Francisco Massa, Adam Lerer +16
1 version
Preprints & journals
24 papers in the corpus · 2016–2026Language Modeling Materializes a World Model of Protein Biology10.64898/2026.06.03.729735v1 · Candido, S., Hayes, T., Derry, A. et al.2026 · 30 citationsbioRxiv
Simulating 500 million years of evolution with a language model.39818825 · Hayes, Thomas, Rao, Roshan, Akin, Halil et al.2025 · 924 citationsScience (New York, N.Y.). 2025;387(6736):850-858
Comparison analysis of ABCG subfamily in bamboo and the potential function of PeABCG15 in monolignol transport.39536506 · Li, Hui, Li, Ziyang, Yang, Kebin et al.2024 · 6 citationsPlant physiology and biochemistry : PPB. 2024;217:109278
A Bamboo HD-Zip Transcription Factor PeHDZ72 Conferred Drought Tolerance by Promoting Sugar and Water Transport.39253960 · Zhu, Chenglei, Lin, Zeming, Liu, Yan et al.2024 · 11 citationsPlant, cell & environment. 2025;48(1):310-322
Identification and characterization of FBA genes in moso bamboo reveals PeFBA8 related to photosynthetic carbon metabolism.38838894 · Li, Tiankuo, Lin, Zeming, Zhu, Chenglei et al.2024 · 10 citationsInternational journal of biological macromolecules. 2024;275(Pt 1):132885
Evolutionary relationship of moso bamboo forms and a multihormone regulatory cascade involving culm shape variation.38743918 · Liu, Yan, Zhu, Chenglei, Yue, Xianghua et al.2024 · 11 citationsPlant biotechnology journal. 2024;22(9):2578-2592
A bamboo 'PeSAPK4-PeMYB99-PeTIP4-3' regulatory model involved in water transport.38708439 · Zhu, Chenglei, Lin, Zeming, Yang, Kebin et al.2024 · 14 citationsThe New phytologist. 2024;243(1):195-212
A bamboo bHLH transcription factor PeRHL4 has dual functions in enhancing drought and phosphorus starvation tolerance.38644587 · Zhu, Chenglei, Lin, Zeming, Liu, Yan et al.2024 · 20 citationsPlant, cell & environment. 2024;47(8):3015-3029
Evolutionary-scale prediction of atomic-level protein structure with a language model.36927031 · Lin, Zeming, Akin, Halil, Rao, Roshan et al.2023 · 5,513 citationsScience (New York, N.Y.). 2023;379(6637):1123-1130
A high-level programming language for generative protein design10.1101/2022.12.21.521526v1 · Hie, B., Candido, S., Lin, Z. et al.2022 · 58 citationsbioRxiv
Learning inverse folding from millions of predicted structures10.1101/2022.04.10.487779v2 · Hsu, C., Verkuil, R., Liu, J. et al.2022 · 438 citationsbioRxiv
Biological structure and function emerge from scaling unsupervised learning to 250 million protein sequences.33876751 · Rives, Alexander, Meier, Joshua, Sercu, Tom et al.2021 · 3,270 citationsProceedings of the National Academy of Sciences of the United States of America. 2021;118(15)
Neural Potts Model10.1101/2021.04.08.439084v1 · Sercu, T., Verkuil, R., Meier, J. et al.2021 · 10 citationsbioRxiv
PyTorch: An Imperative Style, High-Performance Deep Learning Library1912.01703v1 · Adam Paszke, Sam Gross, Francisco Massa et al.2019 · 31,494 citationsarXivon Valency
Growing Action Spaces1906.12266v1 · Gregory Farquhar, Laura Gustafson, Zeming Lin et al.2019 · 9 citationsarXiv
Forward Modeling for Partial Observation Strategy Games - A StarCraft Defogger1812.00054v1 · Gabriel Synnaeve, Zeming Lin, Jonas Gehring et al.2018 · 18 citationsAdvances in Neural Information Processing Systems 31 (2018) 10759-10770
Value Propagation Networks1805.11199v2 · Nantas Nardelli, Gabriel Synnaeve, Zeming Lin et al.2018 · 17 citationsarXiv
STARDATA: A StarCraft AI Research Dataset1708.02139v1 · Zeming Lin, Jonas Gehring, Vasil Khalidov et al.2017 · 36 citationsarXiv
Intrinsic Motivation and Automatic Curricula via Asymmetric Self-Play1703.05407v5 · Sainbayar Sukhbaatar, Zeming Lin, Ilya Kostrikov et al.2017 · 198 citationsarXiv
DeepCloak: Masking Deep Neural Network Models for Robustness Against Adversarial Samples1702.06763v8 · Ji Gao, Beilun Wang, Zeming Lin et al.2017 · 71 citationsarXiv
TorchCraft: a Library for Machine Learning Research on Real-Time Strategy Games1611.00625v2 · Gabriel Synnaeve, Nantas Nardelli, Alex Auvolat et al.2016 · 80 citationsarXiv
Episodic Exploration for Deep Deterministic Policies: An Application to StarCraft Micromanagement Tasks1609.02993v3 · Nicolas Usunier, Gabriel Synnaeve, Zeming Lin et al.2016 · 116 citationsarXiv
MUST-CNN: A Multilayer Shift-and-Stitch Deep Convolutional Architecture for Sequence-based Protein Structure Prediction1605.03004v1 · Zeming Lin, Jack Lanchantin, Yanjun Qi2016 · 50 citationsarXiv
Deep Motif: Visualizing Genomic Sequence Classifications1605.01133v2 · Jack Lanchantin, Ritambhara Singh, Zeming Lin et al.2016 · 54 citationsarXiv
Career total: 37 works. 24 are in this corpus.
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