Large-Scale Low-Rank Matrix Learning with Nonconvex Regularizers
Yao, Quanming, Kwok, James T., Wang, Taifeng, Liu, Tie-Yan
Published in IEEE transactions on pattern analysis and machine intelligence (01.11.2019)
Published in IEEE transactions on pattern analysis and machine intelligence (01.11.2019)
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An efficient Lorentz equivariant graph neural network for jet tagging
Gong, Shiqi, Meng, Qi, Zhang, Jue, Qu, Huilin, Li, Congqiao, Qian, Sitian, Du, Weitao, Ma, Zhi-Ming, Liu, Tie-Yan
Published in The journal of high energy physics (01.07.2022)
Published in The journal of high energy physics (01.07.2022)
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NaturalSpeech: End-to-End Text-to-Speech Synthesis With Human-Level Quality
Tan, Xu, Chen, Jiawei, Liu, Haohe, Cong, Jian, Zhang, Chen, Liu, Yanqing, Wang, Xi, Leng, Yichong, Yi, Yuanhao, He, Lei, Zhao, Sheng, Qin, Tao, Soong, Frank, Liu, Tie-Yan
Published in IEEE transactions on pattern analysis and machine intelligence (01.06.2024)
Published in IEEE transactions on pattern analysis and machine intelligence (01.06.2024)
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Health Status Assessment and Failure Prediction for Hard Drives with Recurrent Neural Networks
Xu, Chang, Wang, Gang, Liu, Xiaoguang, Guo, Dongdong, Liu, Tie-Yan
Published in IEEE transactions on computers (01.11.2016)
Published in IEEE transactions on computers (01.11.2016)
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Masked Contrastive Representation Learning for Reinforcement Learning
Zhu, Jinhua, Xia, Yingce, Wu, Lijun, Deng, Jiajun, Zhou, Wengang, Qin, Tao, Liu, Tie-Yan, Li, Houqiang
Published in IEEE transactions on pattern analysis and machine intelligence (01.03.2023)
Published in IEEE transactions on pattern analysis and machine intelligence (01.03.2023)
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Randomness Regularization With Simple Consistency Training for Neural Networks
Li, Juntao, Liang, Xiaobo, Wu, Lijun, Wang, Yue, Meng, Qi, Qin, Tao, Zhang, Min, Liu, Tie-Yan
Published in IEEE transactions on pattern analysis and machine intelligence (01.08.2024)
Published in IEEE transactions on pattern analysis and machine intelligence (01.08.2024)
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Enhancing geometric representations for molecules with equivariant vector-scalar interactive message passing
Wang, Yusong, Wang, Tong, Li, Shaoning, He, Xinheng, Li, Mingyu, Wang, Zun, Zheng, Nanning, Shao, Bin, Liu, Tie-Yan
Published in Nature communications (05.01.2024)
Published in Nature communications (05.01.2024)
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Deep Learning for Prediction of the Air Quality Response to Emission Changes
Xing, Jia, Zheng, Shuxin, Ding, Dian, Kelly, James T, Wang, Shuxiao, Li, Siwei, Qin, Tao, Ma, Mingyuan, Dong, Zhaoxin, Jang, Carey, Zhu, Yun, Zheng, Haotian, Ren, Lu, Liu, Tie-Yan, Hao, Jiming
Published in Environmental science & technology (21.07.2020)
Published in Environmental science & technology (21.07.2020)
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Improving machine learning force fields for molecular dynamics simulations with fine-grained force metrics
Wang, Zun, Wu, Hongfei, Sun, Lixin, He, Xinheng, Liu, Zhirong, Shao, Bin, Wang, Tong, Liu, Tie-Yan
Published in The Journal of chemical physics (21.07.2023)
Published in The Journal of chemical physics (21.07.2023)
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Breaking the barriers of data scarcity in drug–target affinity prediction
Pei, Qizhi, Wu, Lijun, Zhu, Jinhua, Xia, Yingce, Xie, Shufang, Qin, Tao, Liu, Haiguang, Liu, Tie-Yan, Yan, Rui
Published in Briefings in bioinformatics (22.09.2023)
Published in Briefings in bioinformatics (22.09.2023)
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Improved drug–target interaction prediction with intermolecular graph transformer
Liu, Siyuan, Wang, Yusong, Deng, Yifan, He, Liang, Shao, Bin, Yin, Jian, Zheng, Nanning, Liu, Tie-Yan, Wang, Tong
Published in Briefings in bioinformatics (20.09.2022)
Published in Briefings in bioinformatics (20.09.2022)
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AIMD-Chig: Exploring the conformational space of a 166-atom protein Chignolin with ab initio molecular dynamics
Wang, Tong, He, Xinheng, Li, Mingyu, Shao, Bin, Liu, Tie-Yan
Published in Scientific data (22.08.2023)
Published in Scientific data (22.08.2023)
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