% BibTeX Entries
% All papers co-authored by Xovee Xu
% Contact: xovee.xu at gmail.com


@article{cheng2025information,
  author = {Zhangtao Cheng and Jienan Zhang and Xovee Xu and Wenxin Tai and Fan Zhou and Goce Trajcevski and Ting Zhong},
  title = {Information Diffusion Prediction via Meta-Knowledge Learners},
  journal = {Information Sciences},
  volume = {707},
  numpages = {20},
  articleno = {122034},
  month = {7},
  year = {2025},
  publisher = {Elsevier},
  doi = {10.1016/j.ins.2025.122034}
}

@inproceedings{zhou2021hgena,
  author = {Jiayang Li and Xovee Xu and Yili Li and Ting Zhong and Kunpeng Zhang and Fan Zhou},
  title = {Commonality Augmented Disentanglement for Multimodal Crowdfunding Success Prediction},
  booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
  location = {Hyderabad, India},
  month = {4},
  year = {2025},
  numpages = {5},
  doi = {10.1109/ICASSP49660.2025.10889564},
  publisher = {IEEE}
}

@inproceedings{liu2024denoising,
  author = {Leyuan Liu and Zhangtao Cheng and Xovee Xu and Fan Zhou},
  title = {Denoising Propagation Uncertainty for Information Source Localization},
  booktitle = {IEEE Global Communications Conference (GLOBECOM)},
  location = {Cape Town, South Africa},
  month = {12},
  year = {2024},
  pages = {4244--4249},
  doi = {10.1109/GLOBECOM52923.2024.10901676},
  publisher = {IEEE}
}

@article{xu2024overcoming,
  author = {Xovee Xu and Ting Zhong and Haoyang Yu and Fan Zhou and Goce Trajcevski},
  title = {Overcoming Catastrophic Forgetting in Continual Fine-Grained Urban Flow Inference},
  journal = {ACM Transactions on Spatial Algorithms and Systems (TSAS)},
  volume = {10},
  number = {4},
  numpages = {26},
  articleno = {34},
  month = {10},
  year = {2024},
  issue_date = {December 2024},
  publisher = {ACM},
  doi = {10.1145/3660523}
}

@article{cheng2024information,
  author = {Zhangtao Cheng and Fan Zhou and Xovee Xu and Kunpeng Zhang and Goce Trajcevski and Ting Zhong and Philip S. Yu},
  title = {Information Cascade Prediction via Probabilistic Diffusion},
  journal = {IEEE Transactions on Knowledge and Data Engineering (TKDE)},
  volume = {36},
  number = {12},
  pages = {8541--8555},
  month = {9},
  year = {2024},
  issue_date = {December 2024},
  publisher = {IEEE},
  doi = {10.1109/tkde.2024.3465241}
}

@article{liu2024exploring,
  author = {Xin Liu and Yi He and Wenxin Tai and Xovee Xu and Fan Zhou and Guangchun Luo},
  title = {Exploring the Chameleon Effect of Contextual Dynamics in Temporal Knowledge Graph for Event Prediction},
  journal = {Tsinghua Science and Technology},
  volume = {30},
  number = {1},
  pages = {433--455},
  month = {9},
  year = {2024},
  issue_date = {February 2022},
  publisher = {TUP},
  doi = {10.26599/tst.2024.9010067}
}

@inproceedings{cheng2024retrieval,
  author = {Zhangtao Cheng and Jienan Zhang and Xovee Xu and Goce Trajcevski and Ting Zhong and Fan Zhou},
  title = {Retrieval-Augmented Hypergraph for Multimodal Social Media Popularity Prediction},
  booktitle = {ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)},
  location = {Virtual Event},
  month = {8},
  year = {2024},
  pages = {445--455},
  doi = {10.1145/3637528.3672041},
  publisher = {ACM}
}

@inproceedings{gu2024rre,
  author = {Jiayang Gu and Xovee Xu and Yulu Tian and Yurun Hu and Jiadong Huang and Wenliang Zhong and Fan Zhou and Lianli Gao},
  title = {{RRE}: A Relevance Relation Extraction Framework for Cross-Domain Recommender System at Alipay},
  booktitle = {IEEE International Conference on Multimedia and Expo (ICME)},
  location = {Niagara Falls, Canada},
  month = {7},
  year = {2024},
  numpages = {6},
  doi = {10.1109/ICME57554.2024.10687762},
  publisher = {IEEE}
}

@article{xiao2024counterfactual,
  author = {Chunjing Xiao and Shikang Pang and Xovee Xu and Xuan Li and Goce Trajcevski and Fan Zhou},
  title = {Counterfactual Data Augmentation with Denoising Diffusion for Graph Anomaly Detection},
  journal = {IEEE Transactions on Computational Social Systems (TCSS)},
  volume = {11},
  number = {6},
  pages = {7555--7567},
  month = {6},
  year = {2024},
  issue_date = {December 2024},
  publisher = {IEEE},
  doi = {10.1109/TCSS.2024.3403503}
}

@article{xu2024pgsl,
  author = {Xovee Xu and Tangjiang Qian and Zhe Xiao and Ni Zhang and Jin Wu and Fan Zhou},
  title = {{PGSL}: A Probabilistic Graph Diffusion Model for Source Localization},
  journal = {Expert Systems With Applications},
  volume = {238},
  numpages = {13},
  articleno = {122028},
  month = {3},
  year = {2024},
  publisher = {Elsevier},
  doi = {10.1016/j.eswa.2023.122028}
}

@article{li2024measuring,
  author = {Zhenhui Li and Fan Zhou and Zhiyuan Wang and Xovee Xu and Leyuan Liu and Guangqiang Yin},
  title = {Measuring and Classifying {IP} Usage Scenarios: A Continuous Neural Trees Approach},
  journal = {Scientific Reports},
  volume = {14},
  numpages = {10},
  articleno = {5144},
  month = {3},
  year = {2024},
  publisher = {Springer Nature},
  doi = {10.1038/s41598-024-55750-x}
}

@inproceedings{xu2023mdcc,
  author = {Xovee Xu and Jiayang Li and Fan Zhou},
  title = {{MDCC}: A Multimodal Dynamic Dataset for Donation-based Crowdfunding Campaigns},
  booktitle = {ACM International Conference on Information and Knowledge Management (CIKM)},
  month = {10},
  year = {2023},
  location = {Brimingham, UK},
  pages = {5417--5421},
  doi = {10.1145/3583780.3615124},
  publisher = {ACM}
}

@inproceedings{li2023simplifying,
  author = {Ce Li and Rongpei Hong and Xovee Xu and Goce Trajcevski and Fan Zhou},
  title = {Simplifying Temporal Heterogeneous Network for Continuous-Time Link Prediction},
  booktitle = {ACM International Conference on Information and Knowledge Management (CIKM)},
  month = {10},
  year = {2023},
  location = {Brimingham, UK},
  pages = {1288--1297},
  doi = {10.1145/3583780.3615059},
  publisher = {ACM}
}

@article{gao2023predicting,
  author = {Qiang Gao and Jinyu Hong and Xovee Xu and Ping Kuang and Fan Zhou and Goce Trajcevski},
  title = {Predicting Human Mobility via Self-Supervised Disentanglement Learning},
  journal = {IEEE Transactions on Knowledge and Data Engineering (TKDE)},
  volume = {36},
  number = {5},
  pages = {2126--2141},
  month = {9},
  year = {2023},
  issue_date = {May 2024},
  publisher = {IEEE},
  doi = {10.1109/tkde.2023.3317175}
}

@article{xu2023dynamic,
  author = {Xovee Xu and Zhiyuan Wang and Fan Zhou and Ying Huang and Ting Zhong and Goce Trajcevski},
  title = {Dynamic {Transformer ODEs} for Large-Scale Reservoir Inflow Forecasting},
  journal = {Knowledge-Based Systems},
  volume = {276},
  numpages = {16},
  articleno = {110737},
  month = {9},
  year = {2023},
  doi = {10.1016/j.knosys.2023.110737},
  publisher = {Elsevier}
}

@article{xu2023spatial,
  author = {Xovee Xu and Zhiyuan Wang and Qiang Gao and Ting Zhong and Bei Hui and Fan Zhou and Goce Trajcevski},
  title = {Spatial-Temporal Contrasting for Fine-Grained Urban Flow Inference},
  journal = {IEEE Transactions on Big Data},
  volume = {9},
  number = {6},
  pages = {1711--1725},
  month = {9},
  year = {2023},
  issue_date = {December 2023},
  publisher = {IEEE},
  doi = {10.1109/TBDATA.2023.3316471}
}

@article{xu2023learning,
  author = {Xovee Xu and Ting Zhong and Fan Zhou and Rongfan Li and Goce Trajcevski and Qinggang Meng},
  title = {Learning Spatiotemporal Manifold Representation for Probabilistic Land Deformation Prediction},
  journal = {IEEE Transactions on Cybernetics},
  volume = {54},
  number = {1},
  pages = {572--585},
  month = {7},
  year = {2023},
  issue_date = {January 2024},
  publisher = {IEEE},
  doi = {10.1109/TCYB.2023.3291049}
}

@inproceedings{xu2023,
  author = {Xovee Xu and Yutao Wei and Pengyu Wang and Xucheng Luo and Fan Zhou and Goce Trajcevski},
  title = {Diffusion Probabilistic Modeling for Fine-Grained Traffic Flow Inference with Relaxed Structural Constraint},
  booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
  location = {Rhodes, Greece},
  month = {6},
  year = {2023},
  numpages = {5},
  doi = {10.1109/ICASSP49357.2023.10096169},
  publisher = {IEEE}
}

@article{xiao2023counterfactual,
  author = {Chunjing Xiao and Xovee Xu and Yue Lei and Kunpeng Zhang and Siyuan Liu and Fan Zhou},
  title = {Counterfactual Graph Learning for Anomaly Detection on Attributed Networks},
  journal = {IEEE Transactions on Knowledge and Data Engineering (TKDE)},
  volume = {35},
  number = {10},
  pages = {10540--10553},
  month = {2},
  year = {2022},
  issue_date = {October 2023},
  publisher = {IEEE},
  doi = {10.1109/TKDE.2023.3250523}
}

@inproceedings{yu2022overcoming,
  author = {Haoyang Yu and Xovee Xu and Ting Zhong and Fan Zhou},
  title = {Overcoming Forgetting in Fine-Grained Urban Flow Inference via Adaptive Knowledge Replay},
  booktitle = {AAAI Conference on Artificial Intelligence},
  location = {Washington DC, USA},
  volume = {37},
  number = {4},
  month = {2},
  year = {2023},
  pages = {5393--5401},
  doi = {10.1609/aaai.v37i4.25671},
  publisher = {AAAI}
}

@inproceedings{wang2022learning,
  author = {Zhiyuan Wang and Xovee Xu and Goce Trajcevski and Weifeng Zhang and Ting Zhong and Fan Zhou},
  title = {Learning Latent Seasonal-Trend Representations for Time Series Forecasting},
  booktitle = {Conference on Neural Information Processing Systems (NeurIPS)},
  location = {New Orleans, USA},
  month = {11},
  year = {2022},
  pages = {38775--38787},
  url = {https://dblp.org/rec/conf/nips/WangXZTZ022},
  publisher = {Curran Associates, Inc.}
}

@inproceedings{cao2022probabilistic,
  author = {Yang Cao and Zhenzhen Dang and Feng Wu and Xovee Xu and Fan Zhou},
  title = {Probabilistic Electricity Demand Forecasting with Transformer-Guided State Space Model},
  booktitle = {IEEE International Conference on Automation, Electronics and Electrical Engineering (AUTEEE)},
  location = {Shenyang, China},
  month = {11},
  year = {2022},
  pages = {964--969},
  doi = {10.1109/AUTEEE56487.2022.9994294},
  publisher = {IEEE}
}

@article{liu2022transformer,
  author = {Yu Liu and Xovee Xu and Goce Trajcevski and Fan Zhou},
  title = {Transformer-Enhanced {Hawkes} Process with Decoupling Training for Information Cascade Prediction},
  journal = {Knowledge-Based Systems},
  volume = {255},
  numpages = {18},
  articleno = {109740},
  month = {11},
  year = {2022},
  doi = {10.1016/j.knosys.2022.109740},
  publisher = {Elsevier}
}

@inproceedings{zhong2022probabilistic,
  author = {Ting Zhong and Haoyang Yu and Rongfan Li and Xovee Xu and Xucheng Luo and Fan Zhou},
  title = {Probabilistic Fine-Grained Urban Flow Inference with Normalizing Flows},
  booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
  location = {Singapore},
  month = {5},
  year = {2022},
  pages = {3663--3667},
  doi = {10.1109/ICASSP43922.2022.9747900},
  publisher = {IEEE}
}

@article{xu2022heterogeneous,
  title = {Heterogeneous Dynamical Academic Network for Learning Scientific Impact Propagation},
  author = {Xovee Xu and Ting Zhong and Ce Li and Goce Trajcevski and Fan Zhou},
  journal = {Knowledge-Based Systems},
  volume = {238},
  numpages = {17},
  articleno = {107839},
  month = {2},
  year = {2022},
  publisher = {Elsevier},
  doi = {10.1016/j.knosys.2021.107839}
}

@inproceedings{wang2022pref,
  author = {Zhiyuan Wang and Xovee Xu and Goce Trajcevski and Kunpeng Zhang and Ting Zhong and Fan Zhou},
  title = {{PrEF}: Probabilistic Electricity Forecasting via Copula-Augmented State Space Model},
  booktitle = {AAAI Conference on Artificial Intelligence},
  location = {Virtual Event},
  month = {2},
  year = {2022},
  pages = {12200--12207},
  doi = {10.1609/aaai.v36i11.21480},
  publisher = {AAAI}
}

@article{xu2022ccgl,
  title = {{CCGL}: Contrastive Cascade Graph Learning},
  author = {Xovee Xu and Fan Zhou and Kunpeng Zhang and Siyuan Liu},
  journal = {IEEE Transactions on Knowledge and Data Engineering (TKDE)},
  volume = {35},
  number = {5},
  pages = {4539--4554},
  month = {2},
  year = {2022},
  issue_date = {May 2023},
  publisher = {IEEE},
  doi = {10.1109/TKDE.2022.3151829}
}

@inproceedings{zhou2021hgena,
  author = {Fan Zhou and Ce Li and Xovee Xu and Leyuan Liu and Goce Trajcevski},
  title = {{HGENA}: A Hyperbolic Graph Embedding Approach for Network Alignment},
  booktitle = {IEEE Global Communications Conference (GLOBECOM)},
  location = {Virtual Event},
  month = {12},
  year = {2021},
  pages = {1--6},
  publisher = {IEEE},
  doi = {10.1109/GLOBECOM46510.2021.9685690}
}

@article{zhou2021contrastive,
  title = {Contrastive Trajectory Learning for Tour Recommendation},
  author = {Zhou, Fan and Wang, Pengyu and Xu, Xovee and Tai, Wenxin and Trajcevski, Goce},
  journal = {ACM Transactions on Intelligent Systems and Technology (TIST)},
  volume = {13},
  number = {1},
  numpages = {25},
  articleno = {4},
  month = {11},
  year = {2021},
  issue_date = {February 2022},
  publisher = {ACM},
  doi = {10.1145/3462331}
}

@article{xu2021casflow,
  title = {{CasFlow}: Exploring Hierarchical Structures and Propagation Uncertainty for Cascade Prediction},
  author = {Xovee Xu and Fan Zhou and Kunpeng Zhang and Siyuan Liu and Goce Trajcevski},
  journal = {IEEE Transactions on Knowledge and Data Engineering (TKDE)},
  volume = {35},
  number = {4},
  pages = {3484--3499},
  month = {11},
  year = {2021},
  issue_date = {April 2023},
  publisher = {IEEE},
  doi = {10.1109/TKDE.2021.3126475}
}

@inproceedings{zhou2021vector,
  author = {Guanyu Wang and Ting Zhong and Xovee Xu and Kunpeng Zhang and Yong Wang},
  title = {Vector-Quantized Autoencoder with Copula for Collaborative Filtering},
  booktitle = {ACM International Conference on Information and Knowledge Management (CIKM)},
  location = {Virtual Event},
  month = {11},
  year = {2021},
  pages = {3458--3462},
  publisher = {ACM},
  doi = {10.1145/3459637.3482216}
}

@inproceedings{zhou2021decoupling,
  author = {Fan Zhou and Liu Yu and Xovee Xu and Goce Trajcevski},
  title = {Decoupling Representation and Regressor for Long-Tailed Information Cascade Prediction},
  booktitle = {International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)},
  location = {Virtual Event},
  month = {7},
  year = {2021},
  pages = {1875--1879},
  publisher = {ACM},
  doi = {10.1145/3404835.3463104}
}

@masterthesis{xu2021research,
  author = {Xovee Xu},
  advisor = {Ting Zhong},
  title = {A Research of Information Diffusion Models and Popularity Prediction Using Graph Neural Networks},
  school = {University of Electronic Science and Technology of China},
  year = {2021},
  address = {Chengdu, China},
  type = {Master's thesis},
  doi = {10.27005/d.cnki.gdzku.2021.001672}
}

@article{zhou2021survey,
  title = {A Survey of Information Cascade Analysis: Models, Predictions, and Recent Advances},
  author = {Fan Zhou and Xovee Xu and Goce Trajcevski and Kunpeng Zhang},
  journal = {ACM Computing Surveys},
  volume = {54},
  number = {2},
  numpages = {36},
  articleno = {27},
  month = {3},
  year = {2021},
  issue_date = {March 2022},
  publisher = {ACM},
  doi = {10.1145/3433000}
}

@inproceedings{zhou2020variational,
  author = {Fan Zhou and Xin Jing and Xovee Xu and Ting Zhong and Goce Trajcevski and Jin Wu},
  title = {Continual Information Cascade Learning},
  booktitle = {IEEE Global Communications Conference (GLOBECOM)},
  location = {Virtual Event},
  month = {December},
  year = {2020},
  pages = {1--6},
  publisher = {IEEE},
  doi = {10.1109/globecom42002.2020.9322124}
}

@inproceedings{zhou2020meta,
  author = {Fan Zhou and Xiuxiu Qi and Xovee Xu and Jiahao Wang and Ting Zhong and Goce Trajcevski},
  title = {Meta-Learned User Preference for Topic Participation Prediction},
  booktitle = {IEEE Global Communications Conference (GLOBECOM)},
  location = {Virtual Event},
  month = {December},
  year = {2020},
  pages = {1--6},
  publisher = {IEEE},
  doi = {10.1109/globecom42002.2020.9322197}
}

@inproceedings{zhou2020unsupervised,
  author = {Fan Zhou, Zijing Wen, Ting Zhong, Goce Trajcevski, Xovee Xu, and Leyuan Liu},
  title = {Unsupervised User Identity Linkage via Graph Neural Networks},
  booktitle = {IEEE Global Communications Conference (GLOBECOM)},
  location = {Virtual Event},
  month = {December},
  year = {2020},
  pages = {1--6},
  publisher = {IEEE},
  doi = {10.1109/globecom42002.2020.9322311}
}

@inproceedings{zhou2020variational,
  author = {Fan Zhou and Xovee Xu and Kunpeng Zhang and Goce Trajcevski and Ting Zhong},
  title = {Variational Information Diffusion for Probabilistic Cascade Prediction},
  booktitle = {IEEE International Conference on Computer Communications (INFOCOM)},
  location = {Virtual Event},
  month = {July},
  year = {2020},
  pages = {1618--1627},
  publisher = {IEEE},
  doi = {10.1109/infocom41043.2020.9155349}
}


@article{zhou2020heterogeneous,
  author = {Fan Zhou and Xovee Xu and Ce Li and Goce Trajcevski and Ting Zhong and Kunpeng Zhang},
  title = {A Heterogeneous Dynamical Graph Neural Networks Approach to Quantify Scientific Impact},
  month = {March},
  year = {2020},
  eprint = {2003.12042},
  archivePrefix = {arXiv},
  primaryClass = {cs.SI},
  doi = {10.48550/arXiv.2003.12042}
}