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ORCIDSiwei Liu 0001
Person information
- affiliation: Mohamed bin Zayed University of Artificial Intelligence, Abu Dhabi, UAE
- affiliation (PhD 2022): University of Glasgow, UK
Other persons with the same name
- Siwei Liu 0002 — Aix Marseille University, Institut Fresnel, Marseille, France
- Siwei Liu 0003 — Northwestern Polytechnical University, Xi'an, China
- Siwei Liu 0004 — Johns Hopkins University, Department of Electrical and Computer Engineering, Baltimore, MA, USA
- Siwei Liu 0005 — Xi'an Institute of Surveying and Mapping, China
- Siwei Liu 0006
![[0000-0003-1277-484X]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0003-1277-484X")
— National University of Singapore, Duke-NUS Medical School, Singapore - Siwei Liu 0007 — Guangxi University for Nationalities, College of Software and Information Security, Nanning, China
- Siwei Liu 0008 — Jilin Institute of Chemical Technology, China
- Siwei Liu 0009 — Chongqing University of Posts and Telecommunications, School of Computer Science and Technology, China
- Siwei Liu 0010 — State Grid Economic and Technological Research Institute Company Ltd., Beijing, China (and 1 more)
- Siwei Liu 0011 — North China University of Technology, Beijing, China
- Siwei Liu 0012 — University of Cambridge, UK
- Siwei Liu 0013 — Zhongshan Hospital, Department of Nuclear Medicine, Shanghai, China
- Siwei Liu 0014 — Jinan University, College of Information Science and Technology, Guangzhou, China
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2020 – today
- 2024
[j5]Siwei Liu, Xi Wang, Craig Macdonald, Iadh Ounis:
A Social-aware Gaussian Pre-trained model for effective cold-start recommendation. Inf. Process. Manag. 61(2): 103601 (2024)- [j4]Nan Yin, Li Shen, Huan Xiong, Bin Gu, Chong Chen, Xian-Sheng Hua, Siwei Liu, Xiao Luo:
Messages are Never Propagated Alone: Collaborative Hypergraph Neural Network for Time-Series Forecasting. IEEE Trans. Pattern Anal. Mach. Intell. 46(4): 2333-2347 (2024) - [i3]Junjian Lu, Siwei Liu, Dmitrii Kobylianski, Etienne Dreyer, Eilam Gross, Shangsong Liang:
PASCL: Supervised Contrastive Learning with Perturbative Augmentation for Particle Decay Reconstruction. CoRR abs/2402.11538 (2024) - 2023
- [b1]Siwei Liu:
Effective graph representation learning for ranking-based recommendation. University of Glasgow, UK, 2023 - [j3]Zixiao Wang, Shiyang Liang, Siwei Liu, Zhaohan Meng, Jingjie Wang, Shangsong Liang:
Sequence pre-training-based graph neural network for predicting lncRNA-miRNA associations. Briefings Bioinform. 24(5) (2023) - [j2]Shiyang Liang, Siwei Liu, Junliang Song, Qiang Lin, Shihong Zhao, Shuaixin Li, Jiahui Li, Shangsong Liang, Jingjie Wang:
HMCDA: a novel method based on the heterogeneous graph neural network and metapath for circRNA-disease associations prediction. BMC Bioinform. 24(1): 335 (2023) - [j1]Siwei Liu, Zaiqiao Meng, Craig Macdonald, Iadh Ounis:
Graph Neural Pre-training for Recommendation with Side Information. ACM Trans. Inf. Syst. 41(3): 74:1-74:28 (2023) - [c7]Zhengyu Hu, Jieyu Zhang, Haonan Wang, Siwei Liu, Shangsong Liang:
Leveraging Relational Graph Neural Network for Transductive Model Ensemble. KDD 2023: 775-787 - [i2]Siwei Liu, Xi Wang, Craig Macdonald, Iadh Ounis:
A Social-aware Gaussian Pre-trained Model for Effective Cold-start Recommendation. CoRR abs/2311.15790 (2023) - 2022
- [c6]Shameem Puthiya Parambath, Siwei Liu, Christos Anagnostopoulos, Roderick Murray-Smith, Iadh Ounis:
Parameter Tuning of Reranking-based Diversification Algorithms using Total Curvature Analysis. ICTIR 2022: 108-114 - [c5]Siwei Liu, Iadh Ounis, Craig Macdonald:
An MLP-based Algorithm for Efficient Contrastive Graph Recommendations. SIGIR 2022: 2431-2436 - 2021
- [i1]Zaiqiao Meng, Siwei Liu, Craig Macdonald, Iadh Ounis:
Graph Neural Pre-training for Enhancing Recommendations using Side Information. CoRR abs/2107.03936 (2021) - 2020
- [c4]Zaiqiao Meng, Richard McCreadie, Craig Macdonald, Iadh Ounis, Siwei Liu, Yaxiong Wu, Xi Wang, Shangsong Liang, Yucheng Liang, Guangtao Zeng, Junhua Liang, Qiang Zhang:
BETA-Rec: Build, Evaluate and Tune Automated Recommender Systems. RecSys 2020: 588-590 - [c3]Siwei Liu, Iadh Ounis, Craig Macdonald, Zaiqiao Meng:
A Heterogeneous Graph Neural Model for Cold-start Recommendation. SIGIR 2020: 2029-2032 - [c2]Siwei Liu:
Enhancing Graph Neural Networks for Recommender Systems. SIGIR 2020: 2484
2010 – 2019
- 2019
- [c1]Siwei Liu, Iadh Ounis, Craig Macdonald:
Social Regularisation in a BPR-based Venue Recommendation System. FDIA@ESSIR 2019: 16-22
Coauthor Index
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