Haoyang Zeng

According to our database, Haoyang Zeng authored at least 9 papers between 2016 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Machine learning optimization of peptides for presentation by class II MHCs.

Zheng Dai, Brooke D. Huisman, Haoyang Zeng, Brandon Carter, Siddhartha Jain, Michael E. Birnbaum, David K. Gifford

Bioinform., 2021

2020

Antibody complementarity determining region design using high-capacity machine learning.

Ge Liu, Haoyang Zeng, Jonas Mueller, Brandon Carter, Ziheng Wang, Jonas Schilz, Geraldine Horny, Michael E. Birnbaum, Stefan Ewert, David K. Gifford

Bioinform., 2020

2019

Machine learning models for functional genomics and therapeutic design.

Haoyang Zeng

PhD thesis, 2019

Visualizing complex feature interactions and feature sharing in genomic deep neural networks.

Ge Liu, Haoyang Zeng, David K. Gifford

BMC Bioinform., 2019

DeepLigand: accurate prediction of MHC class I ligands using peptide embedding.

Haoyang Zeng, David K. Gifford

Bioinform., 2019

2018

Training GANs with Optimism.

Constantinos Daskalakis, Andrew Ilyas, Vasilis Syrgkanis, Haoyang Zeng

Proceedings of the 6th International Conference on Learning Representations, 2018

2017

K-mer Set Memory (KSM) Motif Representation Enables Accurate Prediction of the Impact of Regulatory Variants.

Yuchun Guo, Kevin Tian, Haoyang Zeng, David K. Gifford

Proceedings of the Research in Computational Molecular Biology, 2017

2016

GERV: a statistical method for generative evaluation of regulatory variants for transcription factor binding.

Haoyang Zeng, Tatsunori B. Hashimoto, Daniel D. Kang, David K. Gifford

Bioinform., 2016

Convolutional neural network architectures for predicting DNA-protein binding.

Haoyang Zeng, Matthew D. Edwards, Ge Liu, David K. Gifford

Bioinform., 2016