Concepedia

Xianggen Liu

XL

14

Publications

946

Citations

13

H-Index

2018

Active since

Affiliations

Tsinghua University(Current)

Sichuan University

University of Alberta

Tencent (China)

Xianggen Liu is an author at Tsinghua University specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceDeep LearningKnowledge DiscoveryBusinessForecastingText MiningGraph Theory

Publications per year

2018–2024

14

Publications

14

Contrastive Learning of Subject-Invariant EEG Representations for Cross-Subject Emotion Recognition

Xinke Shen, Xianggen Liu, Xin Hu et al. · IEEE Transactions on Affective Computing · 2022 · 240 citations · Full text

MSGNet: Learning Multi-Scale Inter-series Correlations for Multivariate Time Series Forecasting

Wanlin Cai, Yuxuan Liang, Xianggen Liu et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2024 · 161 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +18

Deep geometric representations for modeling effects of mutations on protein-protein binding affinity

Xianggen Liu, Yunan Luo, Pengyong Li et al. · PLoS Computational Biology · 2021 · 130 citations · Full text

TrimNet: learning molecular representation from triplet messages for biomedicine

Pengyong Li, Yuquan Li, Chang‐Yu Hsieh et al. · Briefings in Bioinformatics · 2020 · 92 citations

Unsupervised Paraphrasing by Simulated Annealing

Xianggen Liu, Lili Mou, Fandong Meng et al. · 2020 · 74 citations · Full text

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