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Viewing Publication 1 - 100 from 286

2025

CARLA: Self-supervised contrastive representation learning for time series anomaly detectionZahra Zamanzadeh Darban, Geoffrey I. Webb, Shirui Pan, Charu C. Aggarwal, Mahsa Salehi. PR, 157:110874, 2025. [doi]

2024

Time-LLM: Time Series Forecasting by Reprogramming Large Language ModelsMing Jin 0005, Shiyu Wang 0001, Lintao Ma, Zhixuan Chu, James Y. Zhang, Xiaoming Shi, Pin-Yu Chen, Yuxuan Liang, Yuan-Fang Li, Shirui Pan, Qingsong Wen. iclr 2024: [doi]

Position: What Can Large Language Models Tell Us about Time Series AnalysisMing Jin 0005, Yifan Zhang, Wei Chen, Kexin Zhang, Yuxuan Liang, Bin Yang 0002, Jindong Wang, Shirui Pan, Qingsong Wen. icml 2024: [doi]

Unraveling Privacy Risks of Individual Fairness in Graph Neural NetworksHe Zhang 0012, Xingliang Yuan, Shirui Pan. icde 2024: 1712-1725 [doi]

Correlation-Aware Spatial-Temporal Graph Learning for Multivariate Time-Series Anomaly DetectionYu Zheng 0013, Huan Yee Koh, Ming Jin 0005, Lianhua Chi, Khoa Tran Phan, Shirui Pan, Yi-Ping Phoebe Chen, Wei Xiang 0001. tnn, 35(9):11802-11816, September 2024. [doi]

Graph spatiotemporal process for multivariate time series anomaly detection with missing valuesYu Zheng 0013, Huan Yee Koh, Ming Jin 0005, Lianhua Chi, Haishuai Wang, Khoa Tran Phan, Yi-Ping Phoebe Chen, Shirui Pan, Wei Xiang 0001. inffus, 106:102255, 2024. [doi]

Co-augmentation of structure and feature for boosting graph contrastive learningPeng Bao, Rong Yan, Shirui Pan. isci, 676:120792, 2024. [doi]

Improving Augmentation Consistency for Graph Contrastive LearningWeixin Bu, Xiaofeng Cao 0002, Yizhen Zheng, Shirui Pan. PR, 148:110182, April 2024. [doi]

Divide and Denoise: Empowering Simple Models for Robust Semi-Supervised Node Classification against Label NoiseKaize Ding, Xiaoxiao Ma 0002, Yixin Liu 0001, Shirui Pan. kdd 2024: 574-584 [doi]

Cost-effective Data Labelling for Graph Neural NetworksShixun Huang, Ge Lee, Zhifeng Bao, Shirui Pan. WWW 2024: 353-364 [doi]

Emerging trends in federated learning: from model fusion to federated X learningShaoxiong Ji, Yue Tan, Teemu Saravirta, Zhiqin Yang, Yixin Liu 0001, Lauri Vasankari, Shirui Pan, Guodong Long, Anwar Walid. mlc, 15(9):3769-3790, September 2024. [doi]

Physicochemical graph neural network for learning protein-ligand interaction fingerprints from sequence dataHuan Yee Koh, Anh T. N. Nguyen, Shirui Pan, Lauren T. May, Geoffrey I. Webb. natmi, 6(6):673-687, 2024. [doi]

Bi-SGTAR: A simple yet efficient model for circRNA-disease association prediction based on known association pair onlyShiyuan Li, Qingfeng Chen, Zhixian Liu, Shirui Pan, Shichao Zhang 0001. kbs, 291:111622, 2024. [doi]

Guest Editorial: Deep Neural Networks for Graphs: Theory, Models, Algorithms, and ApplicationsMing Li, Alessio Micheli, Yu Guang Wang, Shirui Pan, Pietro Lió, Giorgio Stefano Gnecco, Marcello Sanguineti. tnn, 35(4):4367-4372, April 2024. [doi]

Foundation Models for Time Series Analysis: A Tutorial and SurveyYuxuan Liang, Haomin Wen, Yuqi Nie, Yushan Jiang, Ming Jin 0005, Dongjin Song, Shirui Pan, Qingsong Wen. kdd 2024: 6555-6565 [doi]

Bootstrap Latent Prototypes for graph positive-unlabeled learningChunquan Liang, Yi Tian, Dongmin Zhao, Mei Li, Shirui Pan, Hongming Zhang, Jicheng Wei. inffus, 112:102553, 2024. [doi]

Sign is Not a Remedy: Multiset-to-Multiset Message Passing for Learning on Heterophilic GraphsLangzhang Liang, Sunwoo Kim, Kijung Shin, Zenglin Xu, Shirui Pan, Yuan Qi 0001. icml 2024: [doi]

Graph Neural Stochastic Diffusion for Estimating Uncertainty in Node ClassificationXixun Lin, Wenxiao Zhang, Fengzhao Shi, Chuan Zhou 0001, Lixin Zou, Xiangyu Zhao 0001, Dawei Yin, Shirui Pan, Yanan Cao. icml 2024: [doi]

Towards Flexible and Adaptive Neural Process for Cold-Start RecommendationXixun Lin, Chuan Zhou 0001, Jia Wu 0001, Lixin Zou, Shirui Pan, Yanan Cao, Bin Wang 0004, Shuaiqiang Wang, Dawei Yin. tkde, 36(4):1815-1828, April 2024. [doi]

Reasoning on Graphs: Faithful and Interpretable Large Language Model ReasoningLinhao Luo, Yuan-Fang Li, Reza Haf, Shirui Pan. iclr 2024: [doi]

An Inductive Reasoning Model based on Interpretable Logical Rules over temporal knowledge graphXin Mei, Libin Yang, Zuowei Jiang, Xiaoyan Cai, Dehong Gao, Junwei Han, Shirui Pan. NN, 174:106219, 2024. [doi]

Towards Model Extraction Attacks in GAN-Based Image Translation via Domain Shift MitigationDi Mi, Yanjun Zhang, Leo Yu Zhang, Shengshan Hu, Qi Zhong, Haizhuan Yuan, Shirui Pan. AAAI 2024: 19902-19910 [doi]

Augmented Commonsense Knowledge for Remote Object GroundingBahram Mohammadi, Yicong Hong, Yuankai Qi, Qi Wu, Shirui Pan, Javen Qinfeng Shi. AAAI 2024: 4269-4277 [doi]

Temporal dynamics unleashed: Elevating variational graph attentionSoheila Molaei, Ghazaleh Niknam, Ghadeer O. Ghosheh, Vinod Kumar Chauhan, Hadi Zare 0001, Tingting Zhu 0001, Shirui Pan, David A. Clifton. kbs, 299:112110, 2024. [doi]

Community Preserving Social Recommendation with Cyclic Transfer LearningXuelian Ni, Fei Xiong, Shirui Pan, Jia Wu 0001, Liang Wang 0017, Hongshu Chen. tois, 42(3), May 2024. [doi]

Integrating Graphs With Large Language Models: Methods and ProspectsShirui Pan, Yizhen Zheng, Yixin Liu. expert, 39(1):64-68, January - February 2024. [doi]

Unifying Large Language Models and Knowledge Graphs: A RoadmapShirui Pan, Linhao Luo, Yufei Wang, Chen Chen 0115, Jiapu Wang, Xindong Wu 0001. tkde, 36(7):3580-3599, July 2024. [doi]

Optimizing OOD Detection in Molecular Graphs: A Novel Approach with Diffusion ModelsXu Shen, Yili Wang, Kaixiong Zhou, Shirui Pan, Xin Wang 0035. kdd 2024: 2640-2650 [doi]

VR-GNN: variational relation vector graph neural network for modeling homophily and heterophilyFengzhao Shi, Yanan Cao, Ren Li, Xixun Lin, Yanmin Shang, Chuan Zhou 0001, Jia Wu 0001, Shirui Pan. www, 27(3):32, May 2024. [doi]

Towards complex dynamic physics system simulation with graph neural ordinary equationsGuangsi Shi, Daokun Zhang, Ming Jin 0005, Shirui Pan, Philip S. Yu. NN, 176:106341, 2024. [doi]

Breaking the curse of dimensional collapse in graph contrastive learning: A whitening perspectiveYang Tao, Kai Guo, Yizhen Zheng, Shirui Pan, Xiaofeng Cao 0002, Yi Chang. isci, 657:119952, February 2024. [doi]

Contrastive Graph Similarity NetworksLuzhi Wang, Yizhen Zheng, Di Jin 0001, Fuyi Li, Yongliang Qiao, Shirui Pan. tweb, 18(2), May 2024. [doi]

The Heterophilic Snowflake Hypothesis: Training and Empowering GNNs for Heterophilic GraphsKun Wang, Guibin Zhang, Xinnan Zhang, Junfeng Fang, Xun Wu, Guohao Li, Shirui Pan, Wei Huang 0034, Yuxuan Liang. kdd 2024: 3164-3175 [doi]

IME: Integrating Multi-curvature Shared and Specific Embedding for Temporal Knowledge Graph CompletionJiapu Wang, Zheng Cui, Boyue Wang, Shirui Pan, Junbin Gao, Baocai Yin, Wen Gao 0001. WWW 2024: 1954-1962 [doi]

PLANNER: A Multi-Scale Deep Language Model for the Origins of Replication Site PredictionCong Wang, Zhijie He, Runchang Jia, Shirui Pan, Lachlan J. M. Coin, Jiangning Song, Fuyi Li. titb, 28(4):2445-2454, April 2024. [doi]

GOODAT: Towards Test-Time Graph Out-of-Distribution DetectionLuzhi Wang, Dongxiao He, He Zhang, Yixin Liu, Wenjie Wang, Shirui Pan, Di Jin 0001, Tat-Seng Chua. AAAI 2024: 15537-15545 [doi]

ConTIG: Continuous representation learning on temporal interaction graphsZihui Wang, Peizhen Yang, Xiaoliang Fan, Xu Yan, Zonghan Wu, Shirui Pan, Longbiao Chen, Yu Zang, Cheng Wang 0003, Rongshan Yu. NN, 172:106151, 2024. [doi]

TraverseNet: Unifying Space and Time in Message Passing for Traffic ForecastingZonghan Wu, Da Zheng, Shirui Pan, Quan Gan, Guodong Long, George Karypis. tnn, 35(2):2003-2013, February 2024. [doi]

NestE: Modeling Nested Relational Structures for Knowledge Graph ReasoningBo Xiong, Mojtaba Nayyeri, Linhao Luo, Zihao Wang, Shirui Pan, Steffen Staab. AAAI 2024: 9205-9213 [doi]

ROG_PL: Robust Open-Set Graph Learning via Region-Based Prototype LearningQin Zhang, Xiaowei Li, Jiexin Lu, Liping Qiu, Shirui Pan, Xiaojun Chen 0006, Junyang Chen. AAAI 2024: 9350-9358 [doi]

Maximizing Malicious Influence in Node Injection AttackXiao Zhang, Peng Bao, Shirui Pan. wsdm 2024: 958-966 [doi]

Trustworthy Graph Neural Networks: Aspects, Methods, and TrendsHe Zhang, Bang Wu, Xingliang Yuan, Shirui Pan, Hanghang Tong, Jian Pei. pieee, 112(2):97-139, February 2024. [doi]

Two Heads Are Better Than One: Boosting Graph Sparse Training via Semantic and Topological AwarenessGuibin Zhang, Yanwei Yue, Kun Wang, Junfeng Fang, Yongduo Sui, Kai Wang 0036, Yuxuan Liang, Dawei Cheng, Shirui Pan, Tianlong Chen. icml 2024: [doi]

Online GNN Evaluation Under Test-time Graph Distribution ShiftsXin Zheng, Dongjin Song, Qingsong Wen, Bo Du 0001, Shirui Pan. iclr 2024: [doi]

Toward Graph Self-Supervised Learning With Contrastive Adjusted ZoomingYizhen Zheng, Ming Jin 0005, Shirui Pan, Yuan-Fang Li, Hao Peng 0001, Ming Li 0065, Zhao Li 0007. tnn, 35(7):8882-8896, July 2024. [doi]

Spatio-Temporal Joint Graph Convolutional Networks for Traffic ForecastingChuanpan Zheng, Xiaoliang Fan, Shirui Pan, Haibing Jin, Zhaopeng Peng, Zonghan Wu, Cheng Wang 0003, Philip S. Yu. tkde, 36(1):372-385, January 2024. [doi]

Complex query answering over knowledge graphs foundation model using region embeddings on a lie groupZhengyun Zhou, Guojia Wan, Shirui Pan, Jia Wu 0001, Wenbin Hu, Bo Du 0001. www, 27(3):23, May 2024. [doi]

2023

Corrigendum to " Domain-adaptive Message Passing Graph Neural Network" [Neural Netw. 164 (2023) 439-454]Xiao Shen 0001, Shirui Pan, Kup-Sze Choi, Xi Zhou. NN, 168:337-338, November 2023. [doi]

Domain-adaptive message passing graph neural networkXiao Shen 0001, Shirui Pan, Kup-Sze Choi, Xi Zhou. NN, 164:439-454, July 2023. [doi]

Neighbor Contrastive Learning on Learnable Graph AugmentationXiao Shen 0001, Dewang Sun, Shirui Pan, Xi Zhou, Laurence T. Yang. AAAI 2023: 9782-9791 [doi]

Compact network embedding for fast node classificationXiaobo Shen 0001, Yew-Soon Ong, Zheng Mao, Shirui Pan, Weiwei Liu 0003, Yuhui Zheng. PR, 136:109236, April 2023. [doi]

A survey on fairness-aware recommender systemsDi Jin 0001, Luzhi Wang, He Zhang, Yizhen Zheng, Weiping Ding 0001, Feng Xia 0001, Shirui Pan. inffus, 100:101906, December 2023. [doi]

Graph Convolutional Incomplete Multi-modal HashingXiaobo Shen 0001, Yinfan Chen, Shirui Pan, Weiwei Liu, Yuhui Zheng. mm 2023: 7029-7037 [doi]

A Survey of Community Detection Approaches: From Statistical Modeling to Deep LearningDi Jin 0001, Zhizhi Yu, Pengfei Jiao, Shirui Pan, Dongxiao He, Jia Wu 0001, Philip S. Yu, Weixiong Zhang. tkde, 35(2):1149-1170, 2023. [doi]

Task Scheduling in Three-Dimensional Spatial Crowdsourcing: A Social Welfare PerspectiveLiang Wang 0017, Dingqi Yang, Zhiwen Yu 0001, Fei Xiong, Lei Han, Shirui Pan, Bin Guo 0001. tmc, 22(9):5555-5567, September 2023. [doi]

ATTIC is an integrated approach for predicting A-to-I RNA editing sites in three speciesRuyi Chen, Fuyi Li, Xudong Guo, Yue Bi, Chen Li 0021, Shirui Pan, Lachlan J. M. Coin, Jiangning Song. bib, 24(3), May 2023. [doi]

Heterogeneous deep graph convolutional network with citation relational BERT for COVID-19 inline citation recommendationTao Dai, Jie Zhao, Dehong Li, Shun Tian, Xiangmo Zhao, Shirui Pan. eswa, 213(Part):118841, 2023. [doi]

The 3rd International Workshop on Machine Learning on Graphs (MLoG)Tyler Derr, Yao Ma 0001, Benedek Rozemberczki, Neil Shah, Shirui Pan. wsdm 2023: 1271-1272 [doi]

An Empirical Survey on Long Document Summarization: Datasets, Models, and MetricsHuan Yee Koh, Jiaxin Ju, Ming Liu 0028, Shirui Pan. ACM Comput. Surv., 55(8), 2023. [doi]

Digerati - A multipath parallel hybrid deep learning framework for the identification of mycobacterial PE/PPE proteinsFuyi Li, Xudong Guo, Yue Bi, Runchang Jia, Miranda E. Pitt, Shirui Pan, Shuqin Li, Robin B. Gasser, Lachlan J. M. Coin, Jiangning Song. cbm, 163:107155, September 2023. [doi]

Predicting Best-Selling New Products in a Major Promotion Campaign Through Graph Convolutional NetworksChaojie Li, Wensen Jiang, Yin Yang 0001, Shirui Pan, Gang Huang, Lijie Guo. tnn, 34(11):9102-9115, November 2023. [doi]

How Does ChatGPT Affect Fake News Detection Systems?Bo Li, Jiaxin Ju, Can Wang, Shirui Pan. adma 2023: 565-580 [doi]

GOOD-D: On Unsupervised Graph Out-Of-Distribution DetectionYixin Liu, Kaize Ding, Huan Liu 0001, Shirui Pan. wsdm 2023: 339-347 [doi]

Learning Strong Graph Neural Networks with Weak InformationYixin Liu, Kaize Ding, Jianling Wang, Vincent C. S. Lee, Huan Liu 0001, Shirui Pan. kdd 2023: 1559-1571 [doi]

Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily DiscriminatingYixin Liu, Yizhen Zheng, Daokun Zhang, Vincent CS Lee, Shirui Pan. AAAI 2023: 4516-4524 [doi]

Anomaly Detection in Dynamic Graphs via TransformerYixin Liu, Shirui Pan, Yu Guang Wang 0001, Fei Xiong, Liang Wang 0017, Qingfeng Chen, Vincent Cheng-Siong Lee. tkde, 35(12):12081-12094, December 2023. [doi]

CurvDrop: A Ricci Curvature Based Approach to Prevent Graph Neural Networks from Over-Smoothing and Over-SquashingYang Liu, Chuan Zhou 0001, Shirui Pan, Jia Wu 0001, Zhao Li 0001, Hongyang Chen, Peng Zhang 0001. WWW 2023: 221-230 [doi]

Graph Self-Supervised Learning: A SurveyYixin Liu, Ming Jin 0005, Shirui Pan, Chuan Zhou 0001, Yu Zheng, Feng Xia 0001, Philip S. Yu. tkde, 35(6):5879-5900, June 2023. [doi]

MAMDR: A Model Agnostic Learning Framework for Multi-Domain RecommendationLinhao Luo, Yumeng Li, Buyu Gao, Shuai Tang, Sinan Wang, Jiancheng Li, Tanchao Zhu, Jiancai Liu, Zhao Li, Shirui Pan. icde 2023: 3079-3092 [doi]

Graph Sequential Neural ODE Process for Link Prediction on Dynamic and Sparse GraphsLinhao Luo, Gholamreza Haffari, Shirui Pan. wsdm 2023: 778-786 [doi]

Normalizing Flow-based Neural Process for Few-Shot Knowledge Graph CompletionLinhao Luo, Yuan-Fang Li, Gholamreza Haffari, Shirui Pan. sigir 2023: 900-910 [doi]

A disentangled linguistic graph model for explainable aspect-based sentiment analysisXiaoyong Mei, Yougen Zhou, Chenjing Zhu, Mengting Wu, Ming Li 0065, Shirui Pan. kbs, 260:110150, 2023. [doi]

Learning Graph Representations With Maximal CliquesSoheila Molaei, Nima Ghanbari Bousejin, Hadi Zare 0001, Mahdi Jalili, Shirui Pan. tnn, 34(2):1089-1096, February 2023. [doi]

Graph representation learning based on deep generative gaussian mixture modelsGhazaleh Niknam, Soheila Molaei, Hadi Zare 0001, David Clifton, Shirui Pan. ijon, 523:157-169, 2023. [doi]

DyVGRNN: DYnamic mixture Variational Graph Recurrent Neural NetworksGhazaleh Niknam, Soheila Molaei, Hadi Zare 0001, Shirui Pan, Mahdi Jalili, Tingting Zhu 0001, David A. Clifton. NN, 165:596-610, August 2023. [doi]

PREM: A Simple Yet Effective Approach for Node-Level Graph Anomaly DetectionJunJun Pan, Yixin Liu, Yizhen Zheng, Shirui Pan. icdm 2023: 1253-1258 [doi]

Robust Network Alignment with the Combination of Structure and Attribute EmbeddingsJingkai Peng, Fei Xiong, Shirui Pan, Liang Wang, Xi Xiong. icdm 2023: 498-507 [doi]

Reinforced, Incremental and Cross-Lingual Event Detection From Social MessagesHao Peng, Ruitong Zhang, Shaoning Li, Yuwei Cao, Shirui Pan, Philip S. Yu. pami, 45(1):980-998, 2023. [doi]

A Minimal Approach for Natural Language Action Space in Text-based GamesDongwon Ryu, Meng Fang, Gholamreza Haffari, Shirui Pan, Ehsan Shareghi. conll 2023: 138-154 [doi]

Fast Heterogeneous Federated Learning with Hybrid Client SelectionDuanxiao Song, Guangyuan Shen, Dehong Gao, Libin Yang, Xukai Zhou, Shirui Pan, Wei Lou, Fang Zhou. uai 2023: 2006-2015 [doi]

Compatible Transformer for Irregularly Sampled Multivariate Time SeriesYuxi Wei, Juntong Peng, Tong He, Chenxin Xu, Jian Zhang, Shirui Pan, Siheng Chen. icdm 2023: 1409-1414 [doi]

Beyond Low-Pass Filtering: Graph Convolutional Networks With Automatic FilteringZonghan Wu, Shirui Pan, Guodong Long, Jing Jiang 0002, Chengqi Zhang. tkde, 35(7):6687-6697, July 2023. [doi]

Shrinking Embeddings for Hyper-Relational Knowledge GraphsBo Xiong, Mojtaba Nayyeri, Shirui Pan, Steffen Staab. acl 2023: 13306-13320 [doi]

GoLoG: Global-to-Local Decoupling Graph Network With Joint Optimization for Hyperspectral Image ClassificationBing Yang, Hailiang Ye, Ming Li 0065, Feilong Cao, Shirui Pan. tgrs, 61:1-14, 2023. [doi]

Simple and Efficient Heterogeneous Graph Neural NetworkXiaocheng Yang, Mingyu Yan, Shirui Pan, Xiaochun Ye, Dongrui Fan. AAAI 2023: 10816-10824 [doi]

Gated graph convolutional network with enhanced representation and joint attention for distant supervised heterogeneous relation extractionXiang Ying, Zechen Meng, Mankun Zhao, Mei Yu, Shirui Pan, Xuewei Li. www, 26(1):401-420, January 2023. [doi]

A survey on neural-symbolic learning systemsDongran Yu, Bo Yang 0002, Dayou Liu, Hui Wang, Shirui Pan. NN, 166:105-126, September 2023. [doi]

TxAllo: Dynamic Transaction Allocation in Sharded Blockchain SystemsYuanzhe Zhang, Shirui Pan, Jiangshan Yu. icde 2023: 721-733 [doi]

Projective Ranking-Based GNN Evasion AttacksHe Zhang, Xingliang Yuan, Chuan Zhou 0001, Shirui Pan. tkde, 35(8):8402-8416, August 2023. [doi]

G2Pxy: Generative Open-Set Node Classification on Graphs with Proxy UnknownsQin Zhang, Zelin Shi, Xiaolin Zhang, Xiaojun Chen, Philippe Fournier-Viger, Shirui Pan. IJCAI 2023: 4576-4583 [doi]

Demystifying Uneven Vulnerability of Link Stealing Attacks against Graph Neural NetworksHe Zhang, Bang Wu, Shuo Wang, Xiangwen Yang, Minhui Xue, Shirui Pan, Xingliang Yuan. icml 2023: 41737-41752 [doi]

Towards Few-Shot Inductive Link Prediction on Knowledge Graphs: A Relational Anonymous Walk-Guided Neural Process ApproachZiCheng Zhao, Linhao Luo, Shirui Pan, Quoc Viet Hung Nguyen, Chen Gong 0002. pkdd 2023: 515-532 [doi]

GNNEvaluator: Evaluating GNN Performance On Unseen Graphs Without LabelsXin Zheng, Miao Zhang, Chunyang Chen, Soheila Molaei, Chuan Zhou 0001, Shirui Pan. nips 2023: [doi]

Structure-free Graph Condensation: From Large-scale Graphs to Condensed Graph-free DataXin Zheng, Miao Zhang, Chunyang Chen, Quoc Viet Hung Nguyen, Xingquan Zhu 0001, Shirui Pan. nips 2023: [doi]

Robust Physical-World Attacks on Face RecognitionXin Zheng, Yanbo Fan, Baoyuan Wu, Yong Zhang 0034, Jue Wang 0001, Shirui Pan. PR, 133:109009, 2023. [doi]

Auto-HeG: Automated Graph Neural Network on Heterophilic GraphsXin Zheng, Miao Zhang, Chunyang Chen, Qin Zhang 0011, Chuan Zhou 0001, Shirui Pan. WWW 2023: 611-620 [doi]

Finding the Missing-half: Graph Complementary Learning for Homophily-prone and Heterophily-prone GraphsYizhen Zheng, He Zhang, Vincent Cheng-Siong Lee, Yu Zheng, Xiao Wang, Shirui Pan. icml 2023: 42492-42505 [doi]

Hierarchical attention neural network for information cascade predictionChu Zhong, Fei Xiong, Shirui Pan, Liang Wang 0017, Xi Xiong. isci, 622:1109-1127, April 2023. [doi]

Explainable Hyperbolic Temporal Point Process for User-Item Interaction Sequence GenerationYuchen Zhou, Yanan Cao, Yanmin Shang, Chuan Zhou 0001, Shirui Pan, Zheng Lin 0001, Qian Li 0003. tois, 41(4), October 2023. [doi]

Robust Graph Representation Learning for Local Corruption RecoveryBingxin Zhou, Yuanhong Jiang, Yuguang Wang 0001, Jingwei Liang, Junbin Gao, Shirui Pan, Xiaoqun Zhang. WWW 2023: 438-448 [doi]

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