Shirui Pan

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 357

Top Venues

Publications

Zonghan Wu, Da Zheng, Shirui Pan, Quan Gan, Guodong Long, George Karypis
TraverseNet: Unifying Space and Time in Message Passing for Traffic Forecasting. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Tongtong Wu, Linhao Luo, Yuan-Fang Li, Shirui Pan, Thuy-Trang Vu, Gholamreza Haffari
Continual Learning for Large Language Models: A Survey. CoRR (2024)
Jiaxi Hu, Yuehong Hu, Wei Chen, Ming Jin, Shirui Pan, Qingsong Wen, Yuxuan Liang
Attractor Memory for Long-Term Time Series Forecasting: A Chaos Perspective. CoRR (2024)
Yu Zheng, Huan Yee Koh, Ming Jin, Lianhua Chi, Haishuai Wang, Khoa T. Phan, Yi-Ping Phoebe Chen, Shirui Pan, Wei Xiang
Graph Spatiotemporal Process for Multivariate Time Series Anomaly Detection with Missing Values. CoRR (2024)
Guibin Zhang, Yanwei Yue, Kun Wang, Junfeng Fang, Yongduo Sui, Kai Wang, Yuxuan Liang, Dawei Cheng, Shirui Pan, Tianlong Chen
Two Heads Are Better Than One: Boosting Graph Sparse Training via Semantic and Topological Awareness. CoRR (2024)
Ming Jin, Yifan Zhang, Wei Chen, Kexin Zhang, Yuxuan Liang, Bin Yang, Jindong Wang, Shirui Pan, Qingsong Wen
Position Paper: What Can Large Language Models Tell Us about Time Series Analysis. CoRR (2024)
Chuanpan Zheng, Xiaoliang Fan, Shirui Pan, Haibing Jin, Zhaopeng Peng, Zonghan Wu, Cheng Wang, Philip S. Yu
Spatio-Temporal Joint Graph Convolutional Networks for Traffic Forecasting. IEEE Trans. Knowl. Data Eng. 36 (1) (2024)
Yang Tao, Kai Guo, Yizhen Zheng, Shirui Pan, Xiaofeng Cao, Yi Chang
Breaking the curse of dimensional collapse in graph contrastive learning: A whitening perspective. Inf. Sci. 657 (2024)
Weixin Bu, Xiaofeng Cao, Yizhen Zheng, Shirui Pan
Improving Augmentation Consistency for Graph Contrastive Learning. Pattern Recognit. 148 (2024)
Luzhi Wang, Dongxiao He, He Zhang, Yixin Liu, Wenjie Wang, Shirui Pan, Di Jin, Tat-Seng Chua
GOODAT: Towards Test-time Graph Out-of-Distribution Detection. CoRR (2024)
Xiao Shen, Dewang Sun, Shirui Pan, Xi Zhou, Laurence T. Yang
Neighbor Contrastive Learning on Learnable Graph Augmentation. AAAI (2023)
Jiaheng Wei, Yanjun Zhang, Leo Yu Zhang, Chao Chen, Shirui Pan, Kok-Leong Ong, Jun Zhang, Yang Xiang
Client-side Gradient Inversion Against Federated Learning from Poisoning. CoRR (2023)
Tyler Derr, Yao Ma, Benedek Rozemberczki, Neil Shah, Shirui Pan
The 3rd International Workshop on Machine Learning on Graphs (MLoG). WSDM (2023)
Di Jin, Luzhi Wang, He Zhang, Yizhen Zheng, Weiping Ding, Feng Xia, Shirui Pan
A survey on fairness-aware recommender systems. Inf. Fusion 100 (2023)
Zicheng Zhao, Linhao Luo, Shirui Pan, Quoc Viet Hung Nguyen, Chen Gong
Towards Few-Shot Inductive Link Prediction on Knowledge Graphs: A Relational Anonymous Walk-Guided Neural Process Approach. ECML/PKDD (3) (2023)
Ghazaleh Niknam, Soheila Molaei, Hadi Zare, David Clifton, Shirui Pan
Graph representation learning based on deep generative gaussian mixture models. Neurocomputing 523 (2023)
Linhao Luo, Yuan-Fang Li, Gholamreza Haffari, Shirui Pan
Normalizing Flow-based Neural Process for Few-Shot Knowledge Graph Completion. CoRR (2023)
Dongran Yu, Xueyan Liu, Shirui Pan, Anchen Li, Bo Yang
A Novel Neural-symbolic System under Statistical Relational Learning. CoRR (2023)
Yuxi Wei, Juntong Peng, Tong He, Chenxin Xu, Jian Zhang, Shirui Pan, Siheng Chen
Compatible Transformer for Irregularly Sampled Multivariate Time Series. CoRR (2023)
Zonghan Wu, Shirui Pan, Guodong Long, Jing Jiang, Chengqi Zhang
Beyond Low-Pass Filtering: Graph Convolutional Networks With Automatic Filtering. IEEE Trans. Knowl. Data Eng. 35 (7) (2023)
Fuyi Li, Xudong Guo, Yue Bi, Runchang Jia, Miranda E. Pitt, Shirui Pan, Shuqin Li, Robin B. Gasser, Lachlan J. M. Coin, Jiangning Song
Digerati - A multipath parallel hybrid deep learning framework for the identification of mycobacterial PE/PPE proteins. Comput. Biol. Medicine 163 (2023)
Bo Xiong, Mojtaba Nayyeri, Ming Jin, Yunjie He, Michael Cochez, Shirui Pan, Steffen Staab
Geometric Relational Embeddings: A Survey. CoRR (2023)
Qin Zhang, Zelin Shi, Xiaolin Zhang, Xiaojun Chen, Philippe Fournier-Viger, Shirui Pan
xy: Generative Open-Set Node Classification on Graphs with Proxy Unknowns. CoRR (2023)
Zahra Zamanzadeh Darban, Geoffrey I. Webb, Shirui Pan, Mahsa Salehi
CARLA: A Self-supervised Contrastive Representation Learning Approach for Time Series Anomaly Detection. CoRR (2023)
Ming Jin, Guangsi Shi, Yuan-Fang Li, Qingsong Wen, Bo Xiong, Tian Zhou, Shirui Pan
How Expressive are Spectral-Temporal Graph Neural Networks for Time Series Forecasting? CoRR (2023)
Yang Liu, Chuan Zhou, Shirui Pan, Jia Wu, Zhao Li, Hongyang Chen, Peng Zhang
CurvDrop: A Ricci Curvature Based Approach to Prevent Graph Neural Networks from Over-Smoothing and Over-Squashing. WWW (2023)
He Zhang, Xingliang Yuan, Quoc Viet Hung Nguyen, Shirui Pan
On the Interaction between Node Fairness and Edge Privacy in Graph Neural Networks. CoRR (2023)
Jiapu Wang, Boyue Wang, Meikang Qiu, Shirui Pan, Bo Xiong, Heng Liu, Linhao Luo, Tengfei Liu, Yongli Hu, Baocai Yin, Wen Gao
A Survey on Temporal Knowledge Graph Completion: Taxonomy, Progress, and Prospects. CoRR (2023)
Linhao Luo, Yumeng Li, Buyu Gao, Shuai Tang, Sinan Wang, Jiancheng Li, Tanchao Zhu, Jiancai Liu, Zhao Li, Shirui Pan
MAMDR: A Model Agnostic Learning Framework for Multi-Domain Recommendation. ICDE (2023)
Junjun Pan, Yixin Liu, Yizhen Zheng, Shirui Pan
PREM: A Simple Yet Effective Approach for Node-Level Graph Anomaly Detection. ICDM (2023)
Shirui Pan, Linhao Luo, Yufei Wang, Chen Chen, Jiapu Wang, Xindong Wu
Unifying Large Language Models and Knowledge Graphs: A Roadmap. CoRR (2023)
Yixin Liu, Yizhen Zheng, Daokun Zhang, Vincent C. S. Lee, Shirui Pan
Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating. AAAI (2023)
Ming Jin, Shiyu Wang, Lintao Ma, Zhixuan Chu, James Y. Zhang, Xiaoming Shi, Pin-Yu Chen, Yuxuan Liang, Yuan-Fang Li, Shirui Pan, Qingsong Wen
Time-LLM: Time Series Forecasting by Reprogramming Large Language Models. CoRR (2023)
Zhangchi Qiu, Ye Tao, Shirui Pan, Alan Wee-Chung Liew
Knowledge Graphs and Pre-trained Language Models enhanced Representation Learning for Conversational Recommender Systems. CoRR (2023)
Xin Zheng, Miao Zhang, Chunyang Chen, Soheila Molaei, Chuan Zhou, Shirui Pan
GNNEvaluator: Evaluating GNN Performance On Unseen Graphs Without Labels. CoRR (2023)
Xin Zheng, Miao Zhang, Chunyang Chen, Quoc Viet Hung Nguyen, Xingquan Zhu, Shirui Pan
Structure-free Graph Condensation: From Large-scale Graphs to Condensed Graph-free Data. CoRR (2023)
Chu Zhong, Fei Xiong, Shirui Pan, Liang Wang, Xi Xiong
Hierarchical attention neural network for information cascade prediction. Inf. Sci. 622 (2023)
Yu Zheng, Huan Yee Koh, Ming Jin, Lianhua Chi, Khoa T. Phan, Shirui Pan, Yi-Ping Phoebe Chen, Wei Xiang
Correlation-aware Spatial-Temporal Graph Learning for Multivariate Time-series Anomaly Detection. CoRR (2023)
Linhao Luo, Gholamreza Haffari, Shirui Pan
Graph Sequential Neural ODE Process for Link Prediction on Dynamic and Sparse Graphs. WSDM (2023)
Yuanzhe Zhang, Shirui Pan, Jiangshan Yu
TxAllo: Dynamic Transaction Allocation in Sharded Blockchain Systems. ICDE (2023)
Xiaocheng Yang, Mingyu Yan, Shirui Pan, Xiaochun Ye, Dongrui Fan
Simple and Efficient Heterogeneous Graph Neural Network. AAAI (2023)
Bing Yang, Hailiang Ye, Ming Li, Feilong Cao, Shirui Pan
GoLoG: Global-to-Local Decoupling Graph Network With Joint Optimization for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Yixin Liu, Ming Jin, Shirui Pan, Chuan Zhou, Yu Zheng, Feng Xia, Philip S. Yu
Graph Self-Supervised Learning: A Survey. IEEE Trans. Knowl. Data Eng. 35 (6) (2023)
Di Jin, Luzhi Wang, Yizhen Zheng, Guojie Song, Fei Jiang, Xiang Li, Wei Lin, Shirui Pan
Dual Intent Enhanced Graph Neural Network for Session-based New Item Recommendation. WWW (2023)
Xiao Shen, Shirui Pan, Kup-Sze Choi, Xi Zhou
Domain-adaptive Message Passing Graph Neural Network. CoRR (2023)
Yuchen Zhou, Yanan Cao, Yanmin Shang, Chuan Zhou, Shirui Pan, Zheng Lin, Qian Li
Explainable Hyperbolic Temporal Point Process for User-Item Interaction Sequence Generation. ACM Trans. Inf. Syst. 41 (4) (2023)
Bingxin Zhou, Yuanhong Jiang, Yuguang Wang, Jingwei Liang, Junbin Gao, Shirui Pan, Xiaoqun Zhang
Robust Graph Representation Learning for Local Corruption Recovery. WWW (2023)
Huan Yee Koh, Jiaxin Ju, Ming Liu, Shirui Pan
An Empirical Survey on Long Document Summarization: Datasets, Models, and Metrics. ACM Comput. Surv. 55 (8) (2023)
Yixin Liu, Shirui Pan, Yu Guang Wang, Fei Xiong, Liang Wang, Qingfeng Chen, Vincent Cheng-Siong Lee
Anomaly Detection in Dynamic Graphs via Transformer. IEEE Trans. Knowl. Data Eng. 35 (12) (2023)
Ming Jin, Huan Yee Koh, Qingsong Wen, Daniele Zambon, Cesare Alippi, Geoffrey I. Webb, Irwin King, Shirui Pan
A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detection. CoRR (2023)
He Zhang, Bang Wu, Shuo Wang, Xiangwen Yang, Minhui Xue, Shirui Pan, Xingliang Yuan
Demystifying Uneven Vulnerability of Link Stealing Attacks against Graph Neural Networks. ICML (2023)
Ruyi Chen, Fuyi Li, Xudong Guo, Yue Bi, Chen Li, Shirui Pan, Lachlan J. M. Coin, Jiangning Song
ATTIC is an integrated approach for predicting A-to-I RNA editing sites in three species. Briefings Bioinform. 24 (3) (2023)
Xin Zheng, Miao Zhang, Chunyang Chen, Soheila Molaei, Chuan Zhou, Shirui Pan
GNNEvaluator: Evaluating GNN Performance On Unseen Graphs Without Labels. NeurIPS (2023)
Xiao Shen, Shirui Pan, Kup-Sze Choi, Xi Zhou
Domain-adaptive message passing graph neural network. Neural Networks 164 (2023)
Kexin Zhang, Qingsong Wen, Chaoli Zhang, Rongyao Cai, Ming Jin, Yong Liu, James Zhang, Yuxuan Liang, Guansong Pang, Dongjin Song, Shirui Pan
Self-Supervised Learning for Time Series Analysis: Taxonomy, Progress, and Prospects. CoRR (2023)
Xiang Ying, Zechen Meng, Mankun Zhao, Mei Yu, Shirui Pan, Xuewei Li
Gated graph convolutional network with enhanced representation and joint attention for distant supervised heterogeneous relation extraction. World Wide Web (WWW) 26 (1) (2023)
Linhao Luo, Jiaxin Ju, Bo Xiong, Yuan-Fang Li, Gholamreza Haffari, Shirui Pan
ChatRule: Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning. CoRR (2023)
Liang Wang, Dingqi Yang, Zhiwen Yu, Fei Xiong, Lei Han, Shirui Pan, Bin Guo
Task Scheduling in Three-Dimensional Spatial Crowdsourcing: A Social Welfare Perspective. IEEE Trans. Mob. Comput. 22 (9) (2023)
Yixin Liu, Kaize Ding, Qinghua Lu, Fuyi Li, Leo Yu Zhang, Shirui Pan
Towards Self-Interpretable Graph-Level Anomaly Detection. NeurIPS (2023)
Haiyang Lin, Mingyu Yan, Xiaochun Ye, Dongrui Fan, Shirui Pan, Wenguang Chen, Yuan Xie
A Comprehensive Survey on Distributed Training of Graph Neural Networks. Proc. IEEE 111 (12) (2023)
Dongwon Ryu, Meng Fang, Gholamreza Haffari, Shirui Pan, Ehsan Shareghi
A Minimal Approach for Natural Language Action Space in Text-based Games. CoNLL (2023)
Guangsi Shi, Daokun Zhang, Ming Jin, Shirui Pan
Towards Complex Dynamic Physics System Simulation with Graph Neural ODEs. CoRR (2023)
Shirui Pan, Yizhen Zheng, Yixin Liu
Integrating Graphs with Large Language Models: Methods and Prospects. CoRR (2023)
Bo Xiong, Mojtaba Nayyeri, Linhao Luo, Zihao Wang, Shirui Pan, Steffen Staab
NestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning. CoRR (2023)
Zicheng Zhao, Linhao Luo, Shirui Pan, Quoc Viet Hung Nguyen, Chen Gong
Towards Few-shot Inductive Link Prediction on Knowledge Graphs: A Relational Anonymous Walk-guided Neural Process Approach. CoRR (2023)
Xin Zheng, Yixin Liu, Zhifeng Bao, Meng Fang, Xia Hu, Alan Wee-Chung Liew, Shirui Pan
Towards Data-centric Graph Machine Learning: Review and Outlook. CoRR (2023)
Xiaoyong Mei, Yougen Zhou, Chenjing Zhu, Mengting Wu, Ming Li, Shirui Pan
A disentangled linguistic graph model for explainable aspect-based sentiment analysis. Knowl. Based Syst. 260 (2023)
Ming Jin, Yu Zheng, Yuan-Fang Li, Siheng Chen, Bin Yang, Shirui Pan
Multivariate Time Series Forecasting With Dynamic Graph Neural ODEs. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Yizhen Zheng, Huan Yee Koh, Jiaxin Ju, Anh T. N. Nguyen, Lauren T. May, Geoffrey I. Webb, Shirui Pan
Large Language Models for Scientific Synthesis, Inference and Explanation. CoRR (2023)
Jiaxu Zhao, Meng Fang, Shirui Pan, Wenpeng Yin, Mykola Pechenizkiy
GPTBIAS: A Comprehensive Framework for Evaluating Bias in Large Language Models. CoRR (2023)
Dongwon Kelvin Ryu, Meng Fang, Shirui Pan, Gholamreza Haffari, Ehsan Shareghi
A Minimal Approach for Natural Language Action Space in Text-based Games. CoRR (2023)
Xin Zheng, Yanbo Fan, Baoyuan Wu, Yong Zhang, Jue Wang, Shirui Pan
Robust Physical-World Attacks on Face Recognition. Pattern Recognit. 133 (2023)
Xin Zheng, Miao Zhang, Chunyang Chen, Qin Zhang, Chuan Zhou, Shirui Pan
Auto-HeG: Automated Graph Neural Network on Heterophilic Graphs. CoRR (2023)
Yixin Liu, Kaize Ding, Qinghua Lu, Fuyi Li, Leo Yu Zhang, Shirui Pan
Towards Self-Interpretable Graph-Level Anomaly Detection. CoRR (2023)
Yuxi Wei, Juntong Peng, Tong He, Chenxin Xu, Jian Zhang, Shirui Pan, Siheng Chen
Compatible Transformer for Irregularly Sampled Multivariate Time Series. ICDM (2023)
Yixin Liu, Kaize Ding, Jianling Wang, Vincent Lee, Huan Liu, Shirui Pan
Learning Strong Graph Neural Networks with Weak Information. CoRR (2023)
Dongran Yu, Bo Yang, Dayou Liu, Hui Wang, Shirui Pan
A survey on neural-symbolic learning systems. Neural Networks 166 (2023)
Xiao Shen, Mengqiu Shao, Shirui Pan, Laurence T. Yang, Xi Zhou
Domain-adaptive Graph Attention-supervised Network for Cross-network Edge Classification. CoRR (2023)
Xiao Shen, Shirui Pan, Kup-Sze Choi, Xi Zhou
Corrigendum to " Domain-adaptive Message Passing Graph Neural Network" [Neural Netw. 164 (2023) 439-454]. Neural Networks 168 (2023)
Yizhen Zheng, He Zhang, Vincent C. S. Lee, Yu Zheng, Xiao Wang, Shirui Pan
Finding the Missing-half: Graph Complementary Learning for Homophily-prone and Heterophily-prone Graphs. CoRR (2023)
Yixin Liu, Kaize Ding, Huan Liu, Shirui Pan
GOOD-D: On Unsupervised Graph Out-Of-Distribution Detection. WSDM (2023)
Hao Peng, Ruitong Zhang, Shaoning Li, Yuwei Cao, Shirui Pan, Philip S. Yu
Reinforced, Incremental and Cross-Lingual Event Detection From Social Messages. IEEE Trans. Pattern Anal. Mach. Intell. 45 (1) (2023)
Xin Zheng, Miao Zhang, Chunyang Chen, Qin Zhang, Chuan Zhou, Shirui Pan
Auto-HeG: Automated Graph Neural Network on Heterophilic Graphs. WWW (2023)
Ming Jin, Qingsong Wen, Yuxuan Liang, Chaoli Zhang, Siqiao Xue, Xue Wang, James Zhang, Yi Wang, Haifeng Chen, Xiaoli Li, Shirui Pan, Vincent S. Tseng, Yu Zheng, Lei Chen, Hui Xiong
Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook. CoRR (2023)
Linhao Luo, Yuan-Fang Li, Gholamreza Haffari, Shirui Pan
Normalizing Flow-based Neural Process for Few-Shot Knowledge Graph Completion. SIGIR (2023)
Jingkai Peng, Fei Xiong, Shirui Pan, Liang Wang, Xi Xiong
Robust Network Alignment with the Combination of Structure and Attribute Embeddings. ICDM (2023)
Linhao Luo, Yuan-Fang Li, Gholamreza Haffari, Shirui Pan
Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning. CoRR (2023)
Xiaobo Shen, Yew-Soon Ong, Zheng Mao, Shirui Pan, Weiwei Liu, Yuhui Zheng
Compact network embedding for fast node classification. Pattern Recognit. 136 (2023)
Chaojie Li, Wensen Jiang, Yin Yang, Shirui Pan, Gang Huang, Lijie Guo
Predicting Best-Selling New Products in a Major Promotion Campaign Through Graph Convolutional Networks. IEEE Trans. Neural Networks Learn. Syst. 34 (11) (2023)
Di Jin, Zhizhi Yu, Pengfei Jiao, Shirui Pan, Dongxiao He, Jia Wu, Philip S. Yu, Weixiong Zhang
A Survey of Community Detection Approaches: From Statistical Modeling to Deep Learning. IEEE Trans. Knowl. Data Eng. 35 (2) (2023)
Yizhen Zheng, He Zhang, Vincent Cheng-Siong Lee, Yu Zheng, Xiao Wang, Shirui Pan
Finding the Missing-half: Graph Complementary Learning for Homophily-prone and Heterophily-prone Graphs. ICML (2023)
Bo Li, Jiaxin Ju, Can Wang, Shirui Pan
How Does ChatGPT Affect Fake News Detection Systems? ADMA (2) (2023)
Soheila Molaei, Nima Ghanbari Bousejin, Hadi Zare, Mahdi Jalili, Shirui Pan
Learning Graph Representations With Maximal Cliques. IEEE Trans. Neural Networks Learn. Syst. 34 (2) (2023)
Xin Zheng, Miao Zhang, Chunyang Chen, Quoc Viet Hung Nguyen, Xingquan Zhu, Shirui Pan
Structure-free Graph Condensation: From Large-scale Graphs to Condensed Graph-free Data. NeurIPS (2023)
Xiao Shen, Dewang Sun, Shirui Pan, Xi Zhou, Laurence T. Yang
Neighbor Contrastive Learning on Learnable Graph Augmentation. CoRR (2023)
Duanxiao Song, Guangyuan Shen, Dehong Gao, Libin Yang, Xukai Zhou, Shirui Pan, Wei Lou, Fang Zhou
Fast Heterogeneous Federated Learning with Hybrid Client Selection. UAI (2023)
Bang Wu, Xingliang Yuan, Shuo Wang, Qi Li, Minhui Xue, Shirui Pan
Securing Graph Neural Networks in MLaaS: A Comprehensive Realization of Query-based Integrity Verification. CoRR (2023)
Fatemeh Shiri, Teresa Wang, Shirui Pan, Xiaojun Chang, Yuan-Fang Li, Reza Haffari, Van Nguyen, Shuang Yu
Toward the Automated Construction of Probabilistic Knowledge Graphs for the Maritime Domain. CoRR (2023)
Di Jin, Luzhi Wang, He Zhang, Yizhen Zheng, Weiping Ding, Feng Xia, Shirui Pan
A Survey on Fairness-aware Recommender Systems. CoRR (2023)
Ghazaleh Niknam, Soheila Molaei, Hadi Zare, Shirui Pan, Mahdi Jalili, Tingting Zhu, David A. Clifton
DyVGRNN: DYnamic mixture Variational Graph Recurrent Neural Networks. Neural Networks 165 (2023)

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Publication Activity (10 Years)

Top Topics

Top Venues

Shirui Pan