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Tianze Wang
Tianze Wang
Distributed Computing Group, KTH
Verified email at kth.se - Homepage
Title
Cited by
Cited by
Year
Autoablation: Automated parallel ablation studies for deep learning
S Sheikholeslami, M Meister, T Wang, AH Payberah, V Vlassov, ...
Proceedings of the 1st Workshop on Machine Learning and Systems, 55-61, 2021
412021
ExtremeEarth meets satellite data from space
DH Hagos, T Kakantousis, V Vlassov, S Sheikholeslami, T Wang, ...
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021
152021
Use All Your Skills, Not Only The Most Popular Ones
F Lorenzo, S Asadi, A Karnsund, L Cao, T Wang, AH Payberah
2020 IEEE Conference on Games (CoG), 682-685, 2020
62020
Artificial Intelligence and big data technologies for Copernicus data: The EXTREMEEARTH project
M Koubarakis, G Stamoulis, D Bilidas, T Ioannidis, G George Mandilaras, ...
EUR, 2021
52021
CONVJSSP: Convolutional Learning for Job-Shop Scheduling Problems
T Wang, AH Payberah, V Vlassov
2020 19th IEEE International Conference on Machine Learning and Applications …, 2020
42020
The ExtremeEarth software architecture for Copernicus earth observation data
DH Hagos, T Kakantousis, V Vlassov, S Sheikholeslami, T Wang, ...
Proceedings of the 2021 Conference on Big Data from Space, Publications …, 2021
32021
Machine learning for constraint programming
T Wang
32019
player2vec: A Language Modeling Approach to Understand Player Behavior in Games
T Wang, M Honari-Jahromi, S Katsarou, O Mikheeva, ...
arXiv preprint arXiv:2404.04234, 2024
12024
The Impact of Importance-Aware Dataset Partitioning on Data-Parallel Training of Deep Neural Networks
S Sheikholeslami, AH Payberah, T Wang, J Dowling, V Vlassov
IFIP International Conference on Distributed Applications and Interoperable …, 2023
12023
Accelerate Model Parallel Deep Learning Training Using Effective Graph Traversal Order in Device Placement
T Wang, AH Payberah, DH Hagos, V Vlassov
IFIP International Conference on Distributed Applications and Interoperable …, 2022
1*2022
Mind the Data, Measuring the Performance Gap Between Tree Ensembles and Deep Learning on Tabular Data
A Karlsson, T Wang, S Nowaczyk, S Pashami, S Asadi
International Symposium on Intelligent Data Analysis, 65-76, 2024
2024
Graph Representation Learning with Graph Transformers in Neural Combinatorial Optimization
T Wang, AH Payberah, V Vlassov
2023 International Conference on Machine Learning and Applications (ICMLA …, 2023
2023
Node Context Selection in Transformer-Based Graph Representation Learning Models
T Wang, AH Payberah, V Vlassov
2022 IEEE International Conference on Big Data (Big Data), 4625-4634, 2022
2022
Scalable Artificial Intelligence for Earth Observation Data Using Hopsworks
DH Hagos, T Kakantousis, S Sheikholeslami, T Wang, V Vlassov, ...
Remote Sensing 14 (8), 1889, 2022
2022
Generalized Reinforcement Learning for Gameplay
FV Lorenzo, S Asadi, A Karnsund, T Wang, AH Payberah
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