Zhang, Yangtian
- PEER: A Comprehensive and Multi-Task Benchmark for Protein Sequence Understanding
2022/06/05 by Minghao Xu, Xu, Minghao, Zuobai Zhang +13 · 10 citations
Biochemistry, Genetics and Molecular Biology · #FOS: Computer and information sciences #Genomics and Phylogenetic Studies #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Protein Structure and Dynamics
- A Survey on Diffusion Models for Recommender Systems
2024/09/08 by Lin, Jianghao, Liu, Jiaqi, Zhu, Jiachen +5 · 9 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- E3Bind: An End-to-End Equivariant Network for Protein-Ligand Docking
2022/10/12 by Yangtian Zhang, Huiyu Cai, Zhang, Yangtian +7 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Biomolecules (q-bio.BM) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Protein Structure and Dynamics
- TorchDrug: A Powerful and Flexible Machine Learning Platform for Drug Discovery
2022/02/16 by Zhu, Zhaocheng, Shi, Chence, Zhang, Zuobai +12 · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- DiffPack: A Torsional Diffusion Model for Autoregressive Protein Side-Chain Packing
2023/06/01 by Yangtian Zhan, Zhang, Yangtian, Zuobai Zhang +7 · 3 citations
Biochemistry, Genetics and Molecular Biology · #Enzyme Production and Characterization #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Protein Structure and Dynamics #Protein purification and stability #Quantitative Methods (q-bio.QM)
- Flow Matching for Collaborative Filtering
2025/02/11 by Chengkai Liu, Y.P. Zhang, Liu, Chengkai +7 · 2 citations
Computer Science · #Data Stream Mining Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Music and Audio Processing #Time Series Analysis and Forecasting