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Siwei 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
— 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
- Siwei Liu 0015 — University of Aberdeen, UK
- Siwei Liu 0016 — Jilin University, School of Mechanical and Aerospace Engineering, Changchun, China
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2020 – today
- 2025
- [j10]Hongzhao Li
, Siwei Liu
, Hui Wang, Xiaoheng Jiang, Mingyuan Jiu, Li Chen, Yang Lu, Shupan Li, Mingliang Xu:
RRGMambaFormer: A hybrid Transformer-Mamba architecture for radiology report generation. Expert Syst. Appl. 279: 127419 (2025) - 2024
- [j9]Zhaohan Meng
, Siwei Liu
, Shangsong Liang, Bhautesh Jani
, Zaiqiao Meng
:
Heterogeneous biomedical entity representation learning for gene-disease association prediction. Briefings Bioinform. 25(5) (2024) - [j8]Xinhao Yi, Siwei Liu, Yu Wu, Douglas McCloskey, Zaiqiao Meng:
BPP: a platform for automatic biochemical pathway prediction. Briefings Bioinform. 25(5) (2024) - [j7]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) - [j6]Junjian Lu
, Siwei Liu
, Dmitrii Kobylianski
, Etienne Dreyer
, Eilam Gross
, Shangsong Liang
:
PASCL: supervised contrastive learning with perturbative augmentation for particle decay reconstruction. Mach. Learn. Sci. Technol. 5(4): 45028 (2024) - [j5]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) - [j4]Ruihong Zeng
, Jinyuan Fang
, Siwei Liu
, Zaiqiao Meng
, Shangsong Liang
:
Enhancing Graph Neural Networks via Memorized Global Information. ACM Trans. Web 18(4): 50:1-50:34 (2024) - [c8]Ang Liu, Yafang Huang, Yuehong Wu, Siwei Liu, Shangsong Liang:
Active Learning for Multi-Class Drug-Drug Interactions Prediction. BIBM 2024: 1611-1615 - [i7]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) - [i6]Yingxu Wang, Siwei Liu, Mengzhu Wang, Shangsong Liang, Nan Yin:
Degree Distribution based Spiking Graph Networks for Domain Adaptation. CoRR abs/2410.06883 (2024) - [i5]Yingxu Wang, Nan Yin, Mingyan Xiao, Xinhao Yi, Siwei Liu, Shangsong Liang:
DuSEGO: Dual Second-order Equivariant Graph Ordinary Differential Equation. CoRR abs/2411.10000 (2024) - [i4]Ruihong Zeng, Jinyuan Fang, Siwei Liu, Zaiqiao Meng:
On the Structural Memory of LLM Agents. CoRR abs/2412.15266 (2024) - [i3]Dilshod Azizov, Muhammad Arslan Manzoor, Velibor Bojkovic, Yingxu Wang, Zixiao Wang, Zangir Iklassov, Kailong Zhao, Liang Li, Siwei Liu, Yu Zhong, Wei Liu, Shangsong Liang:
A Decade of Deep Learning: A Survey on The Magnificent Seven. CoRR abs/2412.16188 (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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last updated on 2025-05-14 22:13 CEST by the dblp team
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