Huang, Yanping

GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism

Huang, Y., Cheng, Y., Bapna, A., Firat, O., Chen, M. X., Chen, D., Lee, H., Ngiam, J., Le, Q. V., Wu, Y., et al. (2018) · arXiv

Parallel Computing and Optimization TechniquesAdvanced Neural Network Applications

Cited by 1,180

Gemini: A Family of Highly Capable Multimodal Models

Gemini Team, Anil, R., Borgeaud, S., Alayrac, J.-B., Yu, J., Soricut, R., Schalkwyk, J., Dai, A. M., Hauth, A., Millican, K., et al. (2023) · arXiv

Multimodal Machine Learning ApplicationsTopic Modeling

Cited by 990

PaLM 2 Technical Report

Anil, R., Dai, A. M., Firat, O., Johnson, M., Lepikhin, D., Passos, A., Shakeri, S., Taropa, E., Bailey, P., Chen, Z., et al. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 834

Predictive coding

Huang, Y., & Rao, R. P. N. (2011) · WIREs Cognitive Science

Visual perception and processing mechanismsNeural dynamics and brain function

Cited by 470

GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding

Lepikhin, D., Lee, H., Xu, Y., Chen, D., Firat, O., Huang, Y., Krikun, M., Shazeer, N., & Chen, Z. (2020) · arXiv

Parallel Computing and Optimization TechniquesAdvanced Neural Network Applications

Cited by 412

Regularized Evolution for Image Classifier Architecture Search

Real, E., Aggarwal, A., Huang, Y., & Le, Q. V. (2019) · Proceedings of the AAAI Conference on Artificial Intelligence

Evolutionary Algorithms and ApplicationsAdvanced Neural Network Applications

Cited by 328

BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition

Zhang, Y., Park, D. S., Han, W., Qin, J., Gulati, A., Shor, J., Jansen, A., Xu, Y., Huang, Y., Wang, S., et al. (2022) · IEEE Journal of Selected Topics in Signal Processing

Speech Recognition and SynthesisSpeech and Audio Processing

Cited by 161

Autellix: An Efficient Serving Engine for LLM Agents as General Programs

Luo, M., Shi, X., Cai, C., Zhang, T., Wong, J., Wang, Y., Wang, C., Huang, Y., Chen, Z., Gonzalez, J. E., et al. (2025) · arXiv

Cloud Computing and Resource ManagementParallel Computing and Optimization Techniques

Cited by 2