Zuobai Zhang

About Zuobai Zhang

Zuobai Zhang, With an exceptional h-index of 10 and a recent h-index of 10 (since 2020), a distinguished researcher at Fudan University, specializes in the field of AI for Science, Protein Science, Geometric Deep Learning, Drug Discovery.

His recent articles reflect a diverse array of research interests and contributions to the field:

Fusing Neural and Physical: Augment Protein Conformation Sampling with Tractable Simulations

ProtIR: Iterative Refinement between Retrievers and Predictors for Protein Function Annotation

Structure-Informed Protein Language Model

PDB-Struct: A Comprehensive Benchmark for Structure-based Protein Design

Str2Str: A Score-based Framework for Zero-shot Protein Conformation Sampling

DiffPack: A Torsional Diffusion Model for Autoregressive Protein Side-Chain Packing

Pre-Training Protein Encoder via Siamese Sequence-Structure Diffusion Trajectory Prediction

Evaluating Representation Learning on the Protein Structure Universe

Zuobai Zhang Information

University

Position

___

Citations(all)

547

Citations(since 2020)

547

Cited By

2

hIndex(all)

10

hIndex(since 2020)

10

i10Index(all)

10

i10Index(since 2020)

10

Email

University Profile Page

Google Scholar

Zuobai Zhang Skills & Research Interests

AI for Science

Protein Science

Geometric Deep Learning

Drug Discovery

Top articles of Zuobai Zhang

Fusing Neural and Physical: Augment Protein Conformation Sampling with Tractable Simulations

arXiv preprint arXiv:2402.10433

2024/2/16

ProtIR: Iterative Refinement between Retrievers and Predictors for Protein Function Annotation

arXiv preprint arXiv:2402.07955

2024/2/10

Structure-Informed Protein Language Model

arXiv preprint arXiv:2402.05856

2024/2/7

PDB-Struct: A Comprehensive Benchmark for Structure-based Protein Design

NeurIPS 2023 Workshop on New Frontiers of AI for Drug Discovery and Development

2023/11/30

Str2Str: A Score-based Framework for Zero-shot Protein Conformation Sampling

ICLR 2024

2023/6/5

DiffPack: A Torsional Diffusion Model for Autoregressive Protein Side-Chain Packing

2023/6/1

Pre-Training Protein Encoder via Siamese Sequence-Structure Diffusion Trajectory Prediction

Advances in Neural Information Processing Systems

2024/2/13

Evaluating Representation Learning on the Protein Structure Universe

2024/4

Bering: joint cell segmentation and annotation for spatial transcriptomics with transferred graph embeddings

bioRxiv

2023/9/22

Pretrainable Geometric Graph Neural Network for Antibody Affinity Maturation

bioRxiv

2023

FusionRetro: Molecule Representation Fusion via In-context Reactions for Retrosynthetic Planning

Proceedings of the 40th International Conference on Machine Learning (ICML)

2023/7/23

Effects of Stubbornness on Opinion Dynamics

2022/10/17

Wanyue Xu
Wanyue Xu

H-Index: 1

Zuobai Zhang
Zuobai Zhang

H-Index: 1

Neural-Symbolic Models for Logical Queries on Knowledge Graphs

2022/6/28

Zuobai Zhang
Zuobai Zhang

H-Index: 1

Jian Tang
Jian Tang

H-Index: 2

Structured multi-task learning for molecular property prediction

AISTATS 2022

2022/2/22

Protein representation learning by geometric structure pretraining

arXiv preprint arXiv:2203.06125

2022/3/11

Torchdrug: A powerful and flexible machine learning platform for drug discovery

arXiv preprint arXiv:2202.08320

2022/2/16

PEER: A Comprehensive and Multi-Task Benchmark for Protein Sequence Understanding.

Advances in Neural Information Processing Systems

2022/12/6

Neural bellman-ford networks: A general graph neural network framework for link prediction

Advances in Neural Information Processing Systems

2021/12/6

Zuobai Zhang
Zuobai Zhang

H-Index: 1

Jian Tang
Jian Tang

H-Index: 2

Biharmonic distance-based performance metric for second-order noisy consensus networks

IEEE Transactions on Information Theory

2021/11/12

See List of Professors in Zuobai Zhang University(Fudan University)

Co-Authors

academic-engine