| 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: Adaptive Focus Framework for Aerial Imagery Segmentation 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 Fellow在 bjzgca.edu.cn 的电子邮件经过验证
