Zhang, Minjia

OpenFold: retraining AlphaFold2 yields new insights into its learning mechanisms and capacity for generalization

Ahdritz, G., Bouatta, N., Floristean, C., Kadyan, S., Xia, Q., Gerecke, W., O’Donnell, T. J., Berenberg, D., Fisk, I., Zanichelli, N., et al. (2024) · Nature Methods

Protein Structure and DynamicsMachine Learning in Bioinformatics

Cited by 439

DeepSpeed- Inference: Enabling Efficient Inference of Transformer Models at Unprecedented Scale

Aminabadi, R. Y., Rajbhandari, S., Awan, A. A., Li, C., Li, D., Zheng, E., Ruwase, O., Smith, S., Zhang, M., Rasley, J., et al. (2022) · SC22: International Conference for High Performance Computing, Networking, Storage and Analysis

Parallel Computing and Optimization TechniquesAdvanced Neural Network Applications

Cited by 297

DeepSpeed Inference: Enabling Efficient Inference of Transformer Models at Unprecedented Scale

Aminabadi, R. Y., Rajbhandari, S., Zhang, M., Awan, A. A., Li, C., Li, D., Zheng, E., Rasley, J., Smith, S., Ruwase, O., et al. (2022) · arXiv

Parallel Computing and Optimization TechniquesAdvanced Neural Network Applications

Cited by 297

ZeRO-Offload: Democratizing Billion-Scale Model Training

Ren, J., Rajbhandari, S., Aminabadi, R. Y., Ruwase, O., Yang, S., Zhang, M., Li, D., & He, Y. (2021) · arXiv

Parallel Computing and Optimization TechniquesAdvanced Neural Network Applications

Cited by 151

Protein Kinase Cβ Is a Critical Regulator of Dopamine Transporter Trafficking and Regulates the Behavioral Response to Amphetamine in Mice

Chen, R., Furman, C. A., Zhang, M., Kim, M. N., Gereau, R. W., Leitges, M., & Gnegy, M. E. (2009) · The Journal of Pharmacology and Experimental Therapeutics

Neurotransmitter Receptor Influence on BehaviorNeuroscience and Neuropharmacology Research

Cited by 99

Accelerating Training of Transformer-Based Language Models with Progressive Layer Dropping

Zhang, M., & He, Y. (2020) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 50

Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs

Ge, S., Zhang, Y., Liu, L., Zhang, M., Han, J., & Gao, J. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 13

NxMTransformer: Semi-Structured Sparsification for Natural Language Understanding via ADMM

Holmes, C., Zhang, M., He, Y., & Wu, B. (2021) · arXiv

Advanced Neural Network ApplicationsTopic Modeling

Cited by 7