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Yi Ma
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Year
Spectral-based graph convolutional network for directed graphs
Y Ma, J Hao, Y Yang, H Li, J Jin, G Chen
arXiv preprint arXiv:1907.08990, 2019
372019
Combining sequence and network information to enhance protein–protein interaction prediction
L Liu, X Zhu, Y Ma, H Piao, Y Yang, X Hao, Y Fu, L Wang, J Peng
BMC bioinformatics 21 (16), 1-13, 2020
152020
KoGuN: accelerating deep reinforcement learning via integrating human suboptimal knowledge
P Zhang, J Hao, W Wang, H Tang, Y Ma, Y Duan, Y Zheng
arXiv preprint arXiv:2002.07418, 2020
122020
Dynamic knapsack optimization towards efficient multi-channel sequential advertising
X Hao, Z Peng, Y Ma, G Wang, J Jin, J Hao, S Chen, R Bai, M Xie, M Xu, ...
International Conference on Machine Learning, 4060-4070, 2020
72020
Integrating sequence and network information to enhance protein-protein interaction prediction using graph convolutional networks
L Liu, Y Ma, X Zhu, Y Yang, X Hao, L Wang, J Peng
2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2019
62019
A hierarchical reinforcement learning based optimization framework for large-scale dynamic pickup and delivery problems
Y Ma, X Hao, J Hao, J Lu, X Liu, T Xialiang, M Yuan, Z Li, J Tang, Z Meng
Advances in Neural Information Processing Systems 34, 23609-23620, 2021
42021
A Multi-Graph Attributed Reinforcement Learning Based Optimization Algorithm for Large-Scale Hybrid Flow Shop Scheduling Problem
F Ni, J Hao, J Lu, X Tong, M Yuan, J Duan, Y Ma, K He
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
42021
Machine Learning Enabled Quickly Predicting of Detonation Properties of N‐Containing Molecules for Discovering New Energetic Materials
F Hou, Y Ma, Z Hu, S Ding, H Fu, L Wang, X Zhang, G Li
Advanced Theory and Simulations 4 (6), 2100057, 2021
22021
PAnDR: Fast Adaptation to New Environments from Offline Experiences via Decoupling Policy and Environment Representations
T Sang, H Tang, Y Ma, J Hao, Y Zheng, Z Meng, B Li, Z Wang
arXiv preprint arXiv:2204.02877, 2022
12022
Large Scale Deep Reinforcement Learning in War-games
H Wang, H Tang, J Hao, X Hao, Y Fu, Y Ma
2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2020
12020
Learning to accelerate heuristic searching for large-scale maximum weighted b-matching problems in online advertising
X Hao, J Jin, J Hao, J Li, W Wang, Y Ma, Z Zheng, H Li, J Xu, K Gai
arXiv preprint arXiv:2005.04355, 2020
2020
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