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Tie‐Yan Liu

Zhongguancun Academy

74H-index
547Paper Count
3.7WCitation Count
Published Papers 53
Publication Date
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Online risk-aware pattern adjustment for bin packing problem
errExpert Systems with Applications
IF7.5
err2026-01-10
err0
PREAI
errHuayan Zhang; Tie-Yan Liu; Ruibin Bai
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errSave
Digger-Guider: High-Frequency Factor Extraction for Stock Trend Prediction
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2024-12-01
err0
PREAI
errLiu, Yang; Xu, Chang; Hou, Min; Liu, Weiqing; Bian, Jiang; Liu, Qi; Liu, Tie-Yan
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errSave
A Physically Constrained Deep-Learning Fusion Method for Estimating Surface NO2 Concentration from Satellite and Ground Monitors
errENVIRONMENTAL SCIENCE & TECHNOLOGY
IF11.3
err2024-11-20
err0
errOAAI
errXing, Jia; Baek, Bok H.; Li, Siwei; Wang, Chi-Tsan; Song, Ge; Ma, Siqi; Zheng, Shuxin; Liu, Chang; Tong, Daniel; Woo, Jung-Hun; Liu, Tie-Yan; Fu, Joshua S.
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Predicting equilibrium distributions for molecular systems with deep learning (vol 6, pg 558, 2024)
errNATURE MACHINE INTELLIGENCE
IF23.9
err2024-10-29
err0
errOAAI
errZheng, Shuxin; He, Jiyan; Liu, Chang; Shi, Yu; Lu, Ziheng; Feng, Weitao; Ju, Fusong; Wang, Jiaxi; Zhu, Jianwei; Min, Yaosen; Zhang, He; Tang, Shidi; Hao, Hongxia; Jin, Peiran; Chen, Chi; Noe, Frank; Liu, Haiguang; Liu, Tie-Yan
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errSave
LordNet: An efficient neural network for learning to solve parametric partial differential equations without simulated data
errNEURAL NETWORKS
IF6.3
err2024-08-01
err2
errOAAI
errHuang, Xinquan; Shi, Wenlei; Gao, Xiaotian; Wei, Xinran; Zhang, Jia; Bian, Jiang; Yang, Mao; Liu, Tie-Yan
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errSave
Predicting equilibrium distributions for molecular systems with deep learning
errNATURE MACHINE INTELLIGENCE
IF23.9
err2024-05-08
err10
errOAAI
errZheng, Shuxin; He, Jiyan; Liu, Chang; Shi, Yu; Lu, Ziheng; Feng, Weitao; Ju, Fusong; Wang, Jiaxi; Zhu, Jianwei; Min, Yaosen; Zhang, He; Tang, Shidi; Hao, Hongxia; Jin, Peiran; Chen, Chi; Noe, Frank; Liu, Haiguang; Liu, Tie-Yan
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errSave
Enhancing geometric representations for molecules with equivariant vector-scalar interactive message passing
errNATURE COMMUNICATIONS
IF15.7
err2024-01-05
err11
errOAAI
errWang, Yusong; Wang, Tong; Li, Shaoning; He, Xinheng; Li, Mingyu; Wang, Zun; Zheng, Nanning; Shao, Bin; Liu, Tie-Yan
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errSave
Breaking the barriers of data scarcity in drug-target affinity prediction
errBRIEFINGS IN BIOINFORMATICS
IF7.7
err2023-10-30
err8
PREAI
errPei, Qizhi; Wu, Lijun; Zhu, Jinhua; Xia, Yingce; Xie, Shufang; Qin, Tao; Liu, Haiguang; Liu, Tie-Yan; Yan, Rui
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Improving machine learning force fields for molecular dynamics simulations with fine-grained force metrics
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2023-07-17
err20
PREAI
errWang, Zun; Wu, Hongfei; Sun, Lixin; He, Xinheng; Liu, Zhirong; Shao, Bin; Wang, Tong; Liu, Tie-Yan
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errSave
Incorporating NODE with pre-trained neural differential operator for learning dynamics
errNEUROCOMPUTING
IF6.5
err2023-04-01
err1
errOAAI
errGong, Shiqi; Meng, Qi; Wang, Yue; Wu, Lijun; Chen, Wei; Ma, Zhiming; Liu, Tie-Yan
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errSave
Multiscale numerical simulation of CO2 hydrate storage using machine learning
errFUEL
IF7.5
err2023-02-01
err21
errOAAI
errYamaguchi, Alan Junji; Sato, Toru; Tobase, Takaomi; Wei, Xinran; Huang, Lin; Zhang, Jia; Bian, Jiang; Liu, Tie-Yan
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errSave
DSN-DDI: an accurate and generalized framework for drug-drug interaction prediction by dual-view representation learning
errBRIEFINGS IN BIOINFORMATICS
IF7.7
err2023-01-02
err45
PREAI
errLi, Zimeng; Zhu, Shichao; Shao, Bin; Zeng, Xiangxiang; Wang, Tong; Liu, Tie-Yan
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errSave
R2-DDI: relation -aware feature refinement for drug-drug interaction prediction
errBRIEFINGS IN BIOINFORMATICS
IF7.7
err2022-12-27
err4
PREAI
errLin, Jiacheng; Wu, Lijun; Zhu, Jinhua; Liang, Xiaobo; Xia, Yingce; Xie, Shufang; Qin, Tao; Liu, Tie-Yan
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errSave
DRVN (deep random vortex network): A new physics-informed machine learning method for simulating and inferring incompressible fluid flows
errPHYSICS OF FLUIDS
IF4.3
err2022-10-26
err9
PREAI
errZhang, Rui; Hu, Peiyan; Meng, Qi; Wang, Yue; Zhu, Rongchan; Chen, Bingguang; Ma, Zhi-Ming; Liu, Tie-Yan
errShare
errSave
Invertible Rescaling Network and Its Extensions
errINTERNATIONAL JOURNAL OF COMPUTER VISION
IF9.3
err2022-10-10
err12
errOAAI
errXiao, Mingqing; Zheng, Shuxin; Liu, Chang; Lin, Zhouchen; Liu, Tie-Yan
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errSave
BioGPT: generative pre-trained transformer for biomedical text generation and mining
errBRIEFINGS IN BIOINFORMATICS
IF7.7
err2022-09-24
err259
errOAAI
errLuo, Renqian; Sun, Liai; Xia, Yingce; Qin, Tao; Zhang, Sheng; Poon, Hoifung; Liu, Tie-Yan
errShare
errSave
SPRoBERTa: protein embedding learning with local fragment modeling
errBRIEFINGS IN BIOINFORMATICS
IF7.7
err2022-09-22
err2
PREAI
errWu, Lijun; Yin, Chengcan; Zhu, Jinhua; Wu, Zhen; He, Liang; Xia, Yingce; Xie, Shufang; Qin, Tao; Liu, Tie-Yan
errShare
errSave
Stabilize deep ResNet with a sharp scaling factor τ
errMACHINE LEARNING
IF2.9
err2022-08-01
err2
errOAAI
errZhang, Huishuai; Yu, Da; Yi, Mingyang; Chen, Wei; Liu, Tie-Yan
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errSave
Rapid Inference of Nitrogen Oxide Emissions Based on a Top-Down Method with a Physically Informed Variational Autoencoder
errENVIRONMENTAL SCIENCE & TECHNOLOGY
IF11.3
err2022-07-06
err9
PREAI
errXing, Jia; Li, Siwei; Zheng, Shuxin; Liu, Chang; Wang, Xiaochun; Huang, Lin; Song, Ge; He, Yihan; Wang, Shuxiao; Sahu, Shovan Kumar; Zhang, Jia; Bian, Jiang; Zhu, Yun; Liu, Tie-Yan; Hao, Jiming
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errSave
An efficient Lorentz equivariant graph neural network for jet tagging
errJOURNAL OF HIGH ENERGY PHYSICS
IF5.5
err2022-07-05
err65
errOAAI
errGong, Shiqi; Meng, Qi; Zhang, Jue; Qu, Huilin; Li, Congqiao; Qian, Sitian; Du, Weitao; Ma, Zhi-Ming; Liu, Tie-Yan
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
王
王书肖 (Shuxiao Wang)
H-index: 113 · Papers: 1.1K
J
Jiming Hao
H-index: 109 · Papers: 517
Z
Zhi‐Hua Zhou
H-index: 102 · Papers: 692
Y
Yongjun Wang
H-index: 98 · Papers: 1.5K
W
Wei‐Ying Ma
H-index: 86 · Papers: 429
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