DeepGBM: A deep learning framework distilled by GBDT for online prediction tasks G Ke, Z Xu, J Zhang, J Bian, TY Liu
Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019
191 2019 A cooperative multi-agent reinforcement learning framework for resource balancing in complex logistics network X Li, J Zhang, J Bian, Y Tong, TY Liu
arXiv preprint arXiv:1903.00714, 2019
81 2019 Exploring deep learning for air pollutant emission estimation L Huang, S Liu, Z Yang, J Xing, J Zhang, J Bian, S Li, SK Sahu, S Wang, ...
Geoscientific Model Development Discussions 2021, 1-22, 2021
40 2021 Multiscale numerical simulation of CO2 hydrate storage using machine learning AJ Yamaguchi, T Sato, T Tobase, X Wei, L Huang, J Zhang, J Bian, TY Liu
Fuel 334, 126678, 2023
28 2023 Long-short-range message-passing: A physics-informed framework to capture non-local interaction for scalable molecular dynamics simulation Y Li, Y Wang, L Huang, H Yang, X Wei, J Zhang, T Wang, Z Wang, B Shao, ...
arXiv preprint arXiv:2304.13542, 2023
23 2023 Mimicking atmospheric photochemical modeling with a deep neural network J Xing, S Zheng, S Li, L Huang, X Wang, JT Kelly, S Wang, C Liu, C Jang, ...
Atmospheric research 265, 105919, 2022
18 2022 Cosea: Convolutional code search with layer-wise attention H Wang, J Zhang, Y Xia, J Bian, C Zhang, TY Liu
arXiv preprint arXiv:2010.09520, 2020
17 2020 Rapid inference of nitrogen oxide emissions based on a top-down method with a physically informed variational autoencoder J Xing, S Li, S Zheng, C Liu, X Wang, L Huang, G Song, Y He, S Wang, ...
Environmental Science & Technology 56 (14), 9903-9914, 2022
12 2022 LordNet: An efficient neural network for learning to solve parametric partial differential equations without simulated data X Huang, W Shi, X Gao, X Wei, J Zhang, J Bian, M Yang, TY Liu
Neural Networks 176, 106354, 2024
11 2024 Efficient delivery policy to minimize user traffic consumption in guaranteed advertising J Zhang, Z Wang, Q Li, J Zhang, Y Lan, Q Li, X Sun
Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017
11 2017 Near optimal algorithms for online weighted bipartite matching in adversary model X Sun, J Zhang, J Zhang
Journal of Combinatorial Optimization 34, 689-705, 2017
9 2017 Randomized mechanisms for selling reserved instances in cloud J Zhang, W Ma, T Qin, X Sun, TY Liu
Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017
8 2017 Acceleration without disruption: DFT software as a service F Ju, X Wei, L Huang, AJ Jenkins, L Xia, J Zhang, J Zhu, H Yang, B Shao, ...
Journal of Chemical Theory and Computation 20 (24), 10838-10851, 2024
6 2024 Dynamic relation discovery and utilization in multi-entity time series forecasting L Huang, L Wu, J Zhang, J Bian, TY Liu
arXiv preprint arXiv:2202.10586, 2022
5 2022 Cooperative policy learning with pre-trained heterogeneous observation representations W Shi, X Wei, J Zhang, X Ni, A Jiang, J Bian, TY Liu
arXiv preprint arXiv:2012.13099, 2020
4 2020 Computing the least-core and nucleolus for threshold cardinality matching games Q Fang, B Li, X Sun, J Zhang, J Zhang
Theoretical Computer Science 609, 500-510, 2016
3 2016 Solving multi-choice secretary problem in parallel: an optimal observation-selection protocol X Sun, J Zhang, J Zhang
International Symposium on Algorithms and Computation, 661-673, 2014
3 2014 AF L Huang, Q Dong, L Wu, J Zhang, J Bian, TY Liu
arXiv preprint arXiv:2202.10322, 2022
2 2022 Light multi-segment activation for model compression Z Xu, G Ke, J Zhang, J Bian, TY Liu
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 6542-6549, 2020
2 2020 NatureLM: Deciphering the Language of Nature for Scientific Discovery Y Xia, P Jin, S Xie, L He, C Cao, R Luo, G Liu, Y Wang, Z Liu, YJ Chen, ...
arXiv preprint arXiv:2502.07527, 2025
1 2025 
Tie-Yan LiuPresident, Zhongguancun Academy | IEEE Fellow | ACM Fellow | AAIA FellowZweryfikowany adres z bjzgca.edu.cn
