Social Regularisation in a BPR-based Venue Recommendation System. - Siwei Liu 001; Iadh Ounis; Craig Macdonald (FDIA@ESSIR, 2019)

BETA-Rec: Build, Evaluate and Tune Automated Recommender Systems. - Zaiqiao Meng; Richard McCreadie; Craig Macdonald; Iadh Ounis; Siwei Liu 001; Yaxiong Wu 001; Xi Wang 012; Shangsong Liang; Yucheng Liang; Guangtao Zeng; Junhua Liang; Qiang Zhang 026 (RecSys, 2020)

Enhancing Graph Neural Networks for Recommender Systems. - Siwei Liu 001 (SIGIR, 2020)

A Heterogeneous Graph Neural Model for Cold-start Recommendation. - Siwei Liu 001; Iadh Ounis; Craig Macdonald; Zaiqiao Meng (SIGIR, 2020)

Graph Neural Pre-training for Enhancing Recommendations using Side Information. - Zaiqiao Meng; Siwei Liu 001; Craig Macdonald; Iadh Ounis (CoRR, 2021)

Parameter Tuning of Reranking-based Diversification Algorithms using Total Curvature Analysis. - Shameem Puthiya Parambath; Siwei Liu 001; Christos Anagnostopoulos 001; Roderick Murray-Smith; Iadh Ounis (ICTIR, 2022)

An MLP-based Algorithm for Efficient Contrastive Graph Recommendations. - Siwei Liu 001; Iadh Ounis; Craig Macdonald (SIGIR, 2022)

Leveraging Relational Graph Neural Network for Transductive Model Ensemble. - Zhengyu Hu; Jieyu Zhang 001; Haonan Wang; Siwei Liu 001; Shangsong Liang (KDD, 2023)

Graph Neural Pre-training for Recommendation with Side Information. - Siwei Liu 001; Zaiqiao Meng; Craig Macdonald; Iadh Ounis (ACM Trans. Inf. Syst., 2023)

Effective graph representation learning for ranking-based recommendation. - Siwei Liu 001 (2023)

Sequence pre-training-based graph neural network for predicting lncRNA-miRNA associations. - Zixiao Wang; Shiyang Liang; Siwei Liu 001; Zhaohan Meng; Jingjie Wang; Shangsong Liang (Briefings Bioinform., 2023)

HMCDA: a novel method based on the heterogeneous graph neural network and metapath for circRNA-disease associations prediction. - Shiyang Liang; Siwei Liu 001; Junliang Song; Qiang Lin; Shihong Zhao; Shuaixin Li; Jiahui Li; Shangsong Liang; Jingjie Wang (BMC Bioinform., 2023)

Active Learning for Multi-Class Drug-Drug Interactions Prediction. - Ang Liu; Yafang Huang; Yuehong Wu; Siwei Liu 001; Shangsong Liang (BIBM, 2024)

Heterogeneous biomedical entity representation learning for gene-disease association prediction. - Zhaohan Meng; Siwei Liu 001; Shangsong Liang; Bhautesh Jani; Zaiqiao Meng (Briefings Bioinform., 2024)

BPP: a platform for automatic biochemical pathway prediction. - Xinhao Yi; Siwei Liu 001; Yu Wu; Douglas McCloskey; Zaiqiao Meng (Briefings Bioinform., 2024)

Degree Distribution based Spiking Graph Networks for Domain Adaptation. - Yingxu Wang; Siwei Liu 001; Mengzhu Wang; Shangsong Liang; Nan Yin (CoRR, 2024)

DuSEGO: Dual Second-order Equivariant Graph Ordinary Differential Equation. - Yingxu Wang; Nan Yin; Mingyan Xiao; Xinhao Yi; Siwei Liu 001; Shangsong Liang (CoRR, 2024)

On the Structural Memory of LLM Agents. - Ruihong Zeng; Jinyuan Fang; Siwei Liu 001; Zaiqiao Meng (CoRR, 2024)

A Decade of Deep Learning: A Survey on The Magnificent Seven. - Dilshod Azizov; Muhammad Arslan Manzoor; Velibor Bojkovic; Yingxu Wang; Zixiao Wang; Zangir Iklassov; Kailong Zhao; Liang Li; Siwei Liu 001; Yu Zhong; Wei Liu; Shangsong Liang (CoRR, 2024)

PASCL: supervised contrastive learning with perturbative augmentation for particle decay reconstruction. - Junjian Lu; Siwei Liu 001; Dmitrii Kobylianski; Etienne Dreyer; Eilam Gross; Shangsong Liang (Mach. Learn. Sci. Technol., 2024)

A Social-aware Gaussian Pre-trained model for effective cold-start recommendation. - Siwei Liu 001; Xi Wang 012; Craig Macdonald; Iadh Ounis (Inf. Process. Manag., 2024)

Messages are Never Propagated Alone: Collaborative Hypergraph Neural Network for Time-Series Forecasting. - Nan Yin; Li Shen 008; Huan Xiong; Bin Gu 001; Chong Chen 002; Xian-Sheng Hua 001; Siwei Liu 001; Xiao Luo 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Enhancing Graph Neural Networks via Memorized Global Information. - Ruihong Zeng; Jinyuan Fang; Siwei Liu 001; Zaiqiao Meng; Shangsong Liang (ACM Trans. Web, 2024)

RRGMambaFormer: A hybrid Transformer-Mamba architecture for radiology report generation. - Hongzhao Li; Siwei Liu 001; Hui Wang; Xiaoheng Jiang; Mingyuan Jiu; Li Chen; Yang Lu 016; Shupan Li; Mingliang Xu 001 (Expert Syst. Appl., 2025)

REOBench: Benchmarking Robustness of Earth Observation Foundation Models. - Xiang Li 001; Yong Tao; Siyuan Zhang; Siwei Liu 001; Zhitong Xiong; Chunbo Luo; Lu Liu; Mykola Pechenizkiy; Xiao Xiang Zhu 001; Tianjin Huang (CoRR, 2025)

SEW: Self-Evolving Agentic Workflows for Automated Code Generation. - Siwei Liu 001; Jinyuan Fang; Han Zhou; Yingxu Wang; Zaiqiao Meng (CoRR, 2025)

EvoAgentX: An Automated Framework for Evolving Agentic Workflows. - Yingxu Wang; Siwei Liu 001; Jinyuan Fang; Zaiqiao Meng (CoRR, 2025)