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Stochastic Lag Time Parameterization for Markov State Models of Protein Dynamics 期刊论文
JOURNAL OF PHYSICAL CHEMISTRY B, 2022, 页码: 11
Authors:  Gong, Shiqi;  He, Xinheng;  Meng, Qi;  Ma, Zhiming;  Shao, Bin;  Wang, Tong;  Liu, Tie-Yan
Favorite  |  View/Download：8/0  |  Submit date：2023/02/07
DRVN (deep random vortex network): A new physics-informed machine learning method for simulating and inferring incompressible fluid flows 期刊论文
PHYSICS OF FLUIDS, 2022, 卷号: 34, 期号: 10, 页码: 21
Authors:  Zhang, Rui;  Hu, Peiyan;  Meng, Qi;  Wang, Yue;  Zhu, Rongchan;  Chen, Bingguang;  Ma, Zhi-Ming;  Liu, Tie-Yan
Favorite  |  View/Download：8/0  |  Submit date：2023/02/07
An efficient Lorentz equivariant graph neural network for jet tagging 期刊论文
Journal of High Energy Physics, 2022, 卷号: 2022, 期号: 7
Authors:  Gong,Shiqi;  Meng,Qi;  Zhang,Jue;  Qu,Huilin;  Li,Congqiao;  Qian,Sitian;  Du,Weitao;  Ma,Zhi-Ming;  Liu,Tie-Yan
Favorite  |  View/Download：28/0  |  Submit date：2022/10/08
Jets and Jet Substructure  Top Quark  
Target transfer Q -learning and its convergence analysis 期刊论文
NEUROCOMPUTING, 2020, 卷号: 392, 页码: 11-22
Authors:  Wang, Yue;  Liu, Yuting;  Chen, Wei;  Ma, Zhi-Ming;  Liu, Tie-Yan
Favorite  |  View/Download：117/0  |  Submit date：2020/06/30
OptQuant: Distributed training of neural networks with optimized quantization mechanisms 期刊论文
NEUROCOMPUTING, 2019, 卷号: 340, 页码: 233-244
Authors:  He, Li;  Zheng, Shuxin;  Chen, Wei;  Ma, Zhi-Ming;  Liu, Tie-Yan
Favorite  |  View/Download：187/0  |  Submit date：2019/12/13
Distributed machine learning  Deep learning  Stochastic gradient descent  Gradient quantization  
Reinforcement learning behaviors in sponsored search 期刊论文
APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY, 2016, 卷号: 32, 期号: 3, 页码: 358-367
Authors:  Chen, Wei;  Liu, Tie-Yan;  Yang, Xinxin
Favorite  |  View/Download：72/0  |  Submit date：2018/07/30
advertiser behavior  sponsored search  generalized second-price auction  locally envy-free equilibrium  
Efficient Mechanism Design for Online Scheduling 期刊论文
JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH, 2016, 卷号: 56, 页码: 429-461
Authors:  Chen, Xujin;  Hu, Xiaodong;  Liu, Tie-Yan;  Ma, Weidong;  Qin, Tao;  Tang, Pingzhong;  Wang, Changjun;  Zheng, Bo
Favorite  |  View/Download：97/0  |  Submit date：2018/07/30
Page importance computation based on Markov processes 期刊论文
INFORMATION RETRIEVAL, 2011, 卷号: 14, 期号: 5, 页码: 488-514
Authors:  Gao, Bin;  Liu, Tie-Yan;  Liu, Yuting;  Wang, Taifeng;  Ma, Zhi-Ming;  Li, Hang
Favorite  |  View/Download：167/0  |  Submit date：2018/07/30
Page importance  PageRank  BrowseRank  Web Markov skeleton process  Mirror semi-Markov process  
A framework to compute page importance based on user behaviors 期刊论文
INFORMATION RETRIEVAL, 2010, 卷号: 13, 期号: 1, 页码: 22-45
Authors:  Liu, Yuting;  Liu, Tie-Yan;  Gao, Bin;  Ma, Zhiming;  Li, Hang
Favorite  |  View/Download：115/0  |  Submit date：2018/07/30
User browsing process  Continuous-time time-homogeneous Markov process  Staying time  BrowseRank