Shirui Pan

2026

doi dblp
Graph Stochastic Neural Process for Inductive Few-shot Knowledge Graph Completion.
Zicheng Zhao|Linhao Luo|Shirui Pan|Chengqi Zhang|Chen Gong
ACM Transactions on Intelligent Systems and Technology (TIST) 2026 Volume 17 Issue 1
doi dblp
negMIX: Negative Mixup for OOD Generalization in Open-Set Node Classification.
Junwei Gong|Xiao Shen|Zhihao Chen|Shirui Pan|Xiao Wang|Xi Zhou
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.
doi dblp
OFA-MAS: One-for-All Multi-Agent System Topology Design based on Mixture-of-Experts Graph Generative Models.
Shiyuan Li|Yixin Liu|Yu Zheng|Mei Li|Quoc Viet Hung Nguyen|Shirui Pan
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.
doi dblp
Meta-Learning Driven Few-Shot Knowledge Transfer with Dual-Stage Adaptive Data Replay for Cross-Domain Recommendation.
Yilei Qiu|Fei Xiong|Jun Hu|Shirui Pan|Liang Wang
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.
doi dblp
Multi-Source Unsupervised Graph Domain Adaptation via Concise Propagation-Transformation Pipeline.
Jiayi Wang|Yi Li|Xin Zheng|Junyang Chen|Yanqing Guo|Alan Wee-Chung Liew|Shirui Pan
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.
doi dblp
Graph-to-Tree: Topological Decomposition for Self-Supervised Learning.
Yejiang Wang|Yuhai Zhao|Fangting Li|Jiapu Wang|Meixia Wang|Ling Li|Miaomiao Huang|Zhengkui Wang|Shirui Pan
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.

2025

doi dblp
Contrastive Clustering Learning for Multi-Behavior Recommendation.
Wei Lan|Guoxian Zhou|Qingfeng Chen|Wenguang Wang|Shirui Pan|Yi Pan|Shichao Zhang
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 1
doi dblp
OASIS: Harnessing Diffusion Adversarial Network for Ocean Salinity Imputation using Sparse Drifter Trajectories.
Bo Li|Yingqi Feng|Ming Jin|Xin Zheng|Yufei Tang|Laurent M. Chérubin|Can Wang|Alan Wee-Chung Liew|Qinghua Lu|Jingwei Yao|Hong Zhang|Shirui Pan|Xingquan Zhu
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi dblp
FreeGAD: A Training-Free yet Effective Approach for Graph Anomaly Detection.
Yunfeng Zhao|Yixin Liu|Shiyuan Li|Qingfeng Chen|Yu Zheng|Shirui Pan
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi dblp
Unleash LLMs Potential for Sequential Recommendation by Coordinating Dual Dynamic Index Mechanism.
Jun Yin|Zhengxin Zeng|Mingzheng Li|Hao Yan|Chaozhuo Li|Weihao Han|Jianjin Zhang|Ruochen Liu|Hao Sun|Weiwei Deng|Feng Sun|Qi Zhang|Shirui Pan|Senzhang Wang
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025
doi dblp
Effective Instruction Parsing Plugin for Complex Logical Query Answering on Knowledge Graphs.
Xingrui Zhuo|Jiapu Wang|Gongqing Wu|Shirui Pan|Xindong Wu
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025
doi dblp
The Workshop of Artificial Intelligence for Web-Centric Time Series Analysis (AI4TS): Theory, Algorithms, and Applications.
Ming Jin|Mahsa Salehi|Yuxuan Liang|Dongjin Song|Flora Salim|Min Wu|Shirui Pan|Qingsong Wen
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025
doi dblp
Few-Shot Learning on Graphs: From Meta-Learning to LLM-empowered Pre-Training and Beyond.
Yuan Fang|Yuxia Wu|Xingtong Yu|Shirui Pan
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025
doi dblp
Integrating Large Language Models and Knowledge Graphs for Next-level AGI.
Linhao Luo|Carl Yang|Evgeny Kharlamov|Shirui Pan
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

2024

doi dblp
Contrastive Graph Similarity Networks.
Luzhi Wang|Yizhen Zheng|Di Jin|Fuyi Li|Yongliang Qiao|Shirui Pan
ACM Transactions on the Web 2024 Volume 18 Issue 2
doi dblp
VR-GNN: variational relation vector graph neural network for modeling homophily and heterophily.
Fengzhao Shi|Yanan Cao|Ren Li|Xixun Lin|Yanmin Shang|Chuan Zhou|Jia Wu|Shirui Pan
World Wide Web (WWW) 2024 Volume 27 Issue 3
doi dblp
Complex query answering over knowledge graphs foundation model using region embeddings on a lie group.
Zhengyun Zhou|Guojia Wan|Shirui Pan|Jia Wu|Wenbin Hu|Bo Du
World Wide Web (WWW) 2024 Volume 27 Issue 3
doi dblp
Community Preserving Social Recommendation with Cyclic Transfer Learning.
Xuelian Ni|Fei Xiong|Shirui Pan|Jia Wu|Liang Wang|Hongshu Chen
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 3
doi dblp
Noise-Resilient Unsupervised Graph Representation Learning via Multi-Hop Feature Quality Estimation.
Shiyuan Li|Yixin Liu|Qingfeng Chen|Geoffrey I. Webb|Shirui Pan
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
Maximizing Malicious Influence in Node Injection Attack.
Xiao Zhang|Peng Bao|Shirui Pan
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024
doi dblp
Cost-effective Data Labelling for Graph Neural Networks.
Shixun Huang|Ge Lee|Zhifeng Bao|Shirui Pan
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
IME: Integrating Multi-curvature Shared and Specific Embedding for Temporal Knowledge Graph Completion.
Jiapu Wang|Zheng Cui|Boyue Wang|Shirui Pan|Junbin Gao|Baocai Yin|Wen Gao
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024

2023

doi dblp
Gated graph convolutional network with enhanced representation and joint attention for distant supervised heterogeneous relation extraction.
Xiang Ying|Zechen Meng|Mankun Zhao|Mei Yu|Shirui Pan|Xuewei Li
World Wide Web (WWW) 2023 Volume 26 Issue 1
doi dblp
Explainable Hyperbolic Temporal Point Process for User-Item Interaction Sequence Generation.
Yuchen Zhou|Yanan Cao|Yanmin Shang|Chuan Zhou|Shirui Pan|Zheng Lin|Qian Li
ACM Transactions on Information Systems (TOIS) 2023 Volume 41 Issue 4
doi dblp
Normalizing Flow-based Neural Process for Few-Shot Knowledge Graph Completion.
Linhao Luo|Yuan-Fang Li|Gholamreza Haffari|Shirui Pan
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
doi dblp
The 3rd International Workshop on Machine Learning on Graphs (MLoG).
Tyler Derr|Yao Ma|Benedek Rozemberczki|Neil Shah|Shirui Pan
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.
doi dblp
GOOD-D: On Unsupervised Graph Out-Of-Distribution Detection.
Yixin Liu|Kaize Ding|Huan Liu|Shirui Pan
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.
doi dblp
Graph Sequential Neural ODE Process for Link Prediction on Dynamic and Sparse Graphs.
Linhao Luo|Gholamreza Haffari|Shirui Pan
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.
doi dblp
Dual Intent Enhanced Graph Neural Network for Session-based New Item Recommendation.
Di Jin|Luzhi Wang|Yizhen Zheng|Guojie Song|Fei Jiang|Xiang Li|Wei Lin|Shirui Pan
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023
doi dblp
CurvDrop: A Ricci Curvature Based Approach to Prevent Graph Neural Networks from Over-Smoothing and Over-Squashing.
Yang Liu|Chuan Zhou|Shirui Pan|Jia Wu|Zhao Li|Hongyang Chen|Peng Zhang
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023
doi dblp
Auto-HeG: Automated Graph Neural Network on Heterophilic Graphs.
Xin Zheng|Miao Zhang|Chunyang Chen|Qin Zhang|Chuan Zhou|Shirui Pan
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023
doi dblp
Robust Graph Representation Learning for Local Corruption Recovery.
Bingxin Zhou|Yuanhong Jiang|Yuguang Wang|Jingwei Liang|Junbin Gao|Shirui Pan|Xiaoqun Zhang
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

doi dblp
Cyclic label propagation for graph semi-supervised learning.
Zhao Li|Yixin Liu|Zhen Zhang|Shirui Pan|Jianliang Gao|Jiajun Bu
World Wide Web (WWW) 2022 Volume 25 Issue 2
doi dblp
Predicting Human Mobility via Graph Convolutional Dual-attentive Networks.
Weizhen Dang|Haibo Wang|Shirui Pan|Pei Zhang|Chuan Zhou|Xin Chen|Jilong Wang
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022
doi dblp
Towards Unsupervised Deep Graph Structure Learning.
Yixin Liu|Yu Zheng|Daokun Zhang|Hongxu Chen|Hao Peng|Shirui Pan
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022
doi dblp
Dual Space Graph Contrastive Learning.
Haoran Yang|Hongxu Chen|Shirui Pan|Lin Li|Philip S. Yu|Guandong Xu
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

doi dblp
ANEMONE: Graph Anomaly Detection with Multi-Scale Contrastive Learning.
Ming Jin|Yixin Liu|Yu Zheng|Lianhua Chi|Yuan-Fang Li|Shirui Pan
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
Projective Ranking: A Transferable Evasion Attack Method on Graph Neural Networks.
Simon Knight|He Zhang|Bang Wu|Xiangwen Yang|Chuan Zhou|Shuo Wang|Xingliang Yuan|Shirui Pan
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
Task-adaptive Neural Process for User Cold-Start Recommendation.
Xixun Lin|Jia Wu|Chuan Zhou|Shirui Pan|Yanan Cao|Bin Wang
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.

2020

doi dblp
Adaptive knowledge subgraph ensemble for robust and trustworthy knowledge graph completion.
Guojia Wan|Bo Du|Shirui Pan|Jia Wu
World Wide Web (WWW) 2020 Volume 23 Issue 1
doi dblp
Unsupervised Domain Adaptive Graph Convolutional Networks.
Man Wu|Shirui Pan|Chuan Zhou|Xiaojun Chang|Xingquan Zhu
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

doi dblp
An Explainable Deep Fusion Network for Affect Recognition Using Physiological Signals.
Jionghao Lin|Shirui Pan|Cheng Siong Lee|Sharon L. Oviatt
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.
doi dblp
Long-short Distance Aggregation Networks for Positive Unlabeled Graph Learning.
Man Wu|Shirui Pan|Lan Du|Ivor W. Tsang|Xingquan Zhu|Bo Du
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.

2017

doi dblp
Graph Ladder Networks for Network Classification.
Ruiqi Hu|Shirui Pan|Jing Jiang|Guodong Long
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017
doi dblp
MGAE: Marginalized Graph Autoencoder for Graph Clustering.
Chun Wang|Shirui Pan|Guodong Long|Xingquan Zhu|Jing Jiang
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

2014

doi dblp
Exploring Features for Complicated Objects: Cross-View Feature Selection for Multi-Instance Learning.
Jia Wu|Zhibin Hong|Shirui Pan|Xingquan Zhu|Zhihua Cai|Chengqi Zhang
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014

2012

doi dblp
CGStream: continuous correlated graph query for data streams.
Shirui Pan|Xingquan Zhu
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012
doi dblp
Continuous top-k query for graph streams.
Shirui Pan|Xingquan Zhu
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012