Artikel mit Open-Access-Mandaten - Zuobai ZhangWeitere Informationen
Verfügbar: 22
Neural bellman-ford networks: A general graph neural network framework for link prediction
Z Zhu, Z Zhang, LP Xhonneux, J Tang
NeurIPS 2021 34, 29476-29490, 2021
Mandate: Natural Sciences and Engineering Research Council of Canada
Protein representation learning by geometric structure pretraining
Z Zhang, M Xu, A Jamasb, V Chenthamarakshan, A Lozano, P Das, ...
ICLR 2023, 2022
Mandate: Natural Sciences and Engineering Research Council of Canada
Learning interpretable cellular and gene signature embeddings from single-cell transcriptomic data
Y Zhao*, H Cai*, Z Zhang, J Tang, Y Li
Nature Communications 12 (1), 5261, 2021
Mandate: Natural Sciences and Engineering Research Council of Canada, Canada First …
PEER: A Comprehensive and Multi-Task Benchmark for Protein Sequence Understanding.
M Xu*, Z Zhang*, J Lu, Z Zhu, Y Zhang, C Ma, R Liu, J Tang
NeurIPS 2022 Datasets and Benchmarks Track, 2022
Mandate: Natural Sciences and Engineering Research Council of Canada
Neural-Symbolic Models for Logical Queries on Knowledge Graphs
Z Zhu, M Galkin, Z Zhang, J Tang
ICML 2022 162, 27454--27478, 2022
Mandate: Natural Sciences and Engineering Research Council of Canada
A Systematic Study of Joint Representation Learning on Protein Sequences and Structures
Z Zhang, C Wang*, M Xu*, V Chenthamarakshan, A Lozano, P Das, ...
ICLR 2023 Machine Learning for Drug Discovery Workshop, 2023
Mandate: Natural Sciences and Engineering Research Council of Canada
Structured multi-task learning for molecular property prediction
S Liu, M Qu, Z Zhang, H Cai, J Tang
AISTATS 2022, 8906-8920, 2022
Mandate: Natural Sciences and Engineering Research Council of Canada
DiffPack: A Torsional Diffusion Model for Autoregressive Protein Side-Chain Packing
Y Zhang*, Z Zhang*, B Zhong, S Misra, J Tang
NeurIPS 2023, 2023
Mandate: Natural Sciences and Engineering Research Council of Canada
Pre-Training Protein Encoder via Siamese Sequence-Structure Diffusion Trajectory Prediction
Z Zhang*, M Xu*, A Lozano, V Chenthamarakshan, P Das, J Tang
NeurIPS 2023 Spotlight, 2023
Mandate: Natural Sciences and Engineering Research Council of Canada
Str2Str: A Score-based Framework for Zero-shot Protein Conformation Sampling
J Lu, B Zhong, Z Zhang, J Tang
ICLR 2024, 2023
Mandate: Natural Sciences and Engineering Research Council of Canada
Power-law graphs have minimal scaling of Kemeny constant for random walks
W Xu, Y Sheng, Z Zhang, H Kan, Z Zhang
WWW 2020, 46-56, 2020
Mandate: National Natural Science Foundation of China
Biharmonic distance-based performance metric for second-order noisy consensus networks
Y Yi, B Yang, Z Zhang, Z Zhang, S Patterson
IEEE Transactions on Information Theory 68 (2), 1220-1236, 2021
Mandate: US National Science Foundation, National Natural Science Foundation of China
Minimizing Spectral Radius of Non-Backtracking Matrix by Edge Removal
Z Zhang, Z Zhang, G Chen
CIKM 2021, 2657-2667, 2021
Mandate: National Natural Science Foundation of China
Effects of Stubbornness on Opinion Dynamics
W Xu, L Zhu, J Guan, Z Zhang, Z Zhang
CIKM 2022, 2321-2330, 2022
Mandate: National Natural Science Foundation of China
Evaluating Representation Learning on the Protein Structure Universe
AR Jamasb*, A Morehead*, CK Joshi*, Z Zhang*, K Didi, SV Mathis, ...
NeurIPS 2023 Workshop on Machine Learning for Structural Biology, 14, 2023
Mandate: US National Science Foundation, US National Institutes of Health, A*Star …
Coherence scaling of noisy second-order scale-free consensus networks
W Xu, B Wu, Z Zhang, Z Zhang, H Kan, G Chen
IEEE Transactions on Cybernetics 52 (7), 5923-5934, 2021
Mandate: National Natural Science Foundation of China
Fast approximation of coherence for second-order noisy consensus networks
Z Zhang, W Xu, Y Yi, Z Zhang
IEEE Transactions on Cybernetics 52 (1), 677-686, 2020
Mandate: National Natural Science Foundation of China
Nearly Linear Time Algorithm for Mean Hitting Times of Random Walks on a Graph
Z Zhang, W Xu, Z Zhang
WSDM 2020, 726-734, 2020
Mandate: National Natural Science Foundation of China
Opinion dynamics incorporating higher-order interactions
Z Zhang, W Xu, Z Zhang, G Chen
ICDM 2020, 1430-1435, 2020
Mandate: National Natural Science Foundation of China
Bering: joint cell segmentation and annotation for spatial transcriptomics with transferred graph embeddings
K Jin*, Z Zhang*, K Zhang, F Viggiani, C Callahan, J Tang, BJ Aronow, ...
bioRxiv, 2023.09. 19.558548, 2023
Mandate: US National Institutes of Health
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