Yujie Fan
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
36
Venues
14
Active years
2015–2026
Best venue rank
A*
Where they publish
Papers
36 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | KDD | TREASURE: A Transformer-Based Foundation Model for High-Volume Transaction Understanding. | Chin-Chia Michael Yeh, Uday Singh Saini, Xin Dai, Xiran Fan, Shubham Jain, Yujie Fan, Jiarui Sun, Junpeng Wang, Menghai Pan, Yingtong Dou, Yuzhong Chen, Vineeth Rakesh, Liang Wang, Yan Zheng, Mahashweta Das |
| 2024 | CIKM | A Systematic Evaluation of Generated Time Series and Their Effects in Self-Supervised Pretraining. | Audrey Der, Chin-Chia Michael Yeh, Xin Dai, Huiyuan Chen, Yan Zheng, Yujie Fan, Zhongfang Zhuang, Vivian Lai, Junpeng Wang, Liang Wang, Wei Zhang, Eamonn J. Keogh |
| 2024 | CIKM | Revealing the Power of Masked Autoencoders in Traffic Forecasting. | Jiarui Sun, Yujie Fan, Chin-Chia Michael Yeh, Wei Zhang, Girish Chowdhary |
| 2024 | ICDM | Matrix Profile for Anomaly Detection on Multidimensional Time Series. | Chin-Chia Michael Yeh, Audrey Der, Uday Singh Saini, Vivian Lai, Yan Zheng, Junpeng Wang, Xin Dai, Zhongfang Zhuang, Yujie Fan, Huiyuan Chen, Prince Osei Aboagye, Liang Wang, Wei Zhang, Eamonn J. Keogh |
| 2024 | KDD | RPMixer: Shaking Up Time Series Forecasting with Random Projections for Large Spatial-Temporal Data. | Chin-Chia Michael Yeh, Yujie Fan, Xin Dai, Uday Singh Saini, Vivian Lai, Prince Osei Aboagye, Junpeng Wang, Huiyuan Chen, Yan Zheng, Zhongfang Zhuang, Liang Wang, Wei Zhang |
| 2024 | PacificVis | PromptLandscape: Guiding Prompts Exploration and Analysis with Visualization. | Junpeng Wang, Chin-Chia Michael Yeh, Yujie Fan, Xin Dai, Yan Zheng, Liang Wang, Wei Zhang |
| 2023 | AAAI | Boosting Graph Neural Networks via Adaptive Knowledge Distillation. | Zhichun Guo, Chunhui Zhang, Yujie Fan, Yijun Tian, Chuxu Zhang, Nitesh V. Chawla |
| 2023 | AAAI | Let Graph Be the Go Board: Gradient-Free Node Injection Attack for Graph Neural Networks via Reinforcement Learning. | Mingxuan Ju, Yujie Fan, Chuxu Zhang, Yanfang Ye |
| 2023 | CIKM | Spatial-Temporal Graph Boosting Networks: Enhancing Spatial-Temporal Graph Neural Networks via Gradient Boosting. | Yujie Fan, Chin-Chia Michael Yeh, Huiyuan Chen, Yan Zheng, Liang Wang, Junpeng Wang, Xin Dai, Zhongfang Zhuang, Wei Zhang |
| 2023 | CIKM | An Efficient Content-based Time Series Retrieval System. | Chin-Chia Michael Yeh, Huiyuan Chen, Xin Dai, Yan Zheng, Junpeng Wang, Vivian Lai, Yujie Fan, Audrey Der, Zhongfang Zhuang, Liang Wang, Wei Zhang, Jeff M. Phillips |
| 2023 | CIKM | Toward a Foundation Model for Time Series Data. | Chin-Chia Michael Yeh, Xin Dai, Huiyuan Chen, Yan Zheng, Yujie Fan, Audrey Der, Vivian Lai, Zhongfang Zhuang, Junpeng Wang, Liang Wang, Wei Zhang |
| 2023 | CIKM | FATA-Trans: Field And Time-Aware Transformer for Sequential Tabular Data. | Dongyu Zhang, Liang Wang, Xin Dai, Shubham Jain, Junpeng Wang, Yujie Fan, Chin-Chia Michael Yeh, Yan Zheng, Zhongfang Zhuang, Wei Zhang |
| 2023 | ICMLA | Multitask Learning for Time Series Data with 2D Convolution. | Chin-Chia Michael Yeh, Xin Dai, Yan Zheng, Junpeng Wang, Huiyuan Chen, Yujie Fan, Audrey Der, Zhongfang Zhuang, Liang Wang, Wei Zhang |
| 2023 | PacificVis | EmbeddingTree: Hierarchical Exploration of Entity Features in Embedding. | Yan Zheng, Junpeng Wang, Chin-Chia Michael Yeh, Yujie Fan, Huiyuan Chen, Liang Wang, Wei Zhang |
| 2023 | RecSys | Adversarial Collaborative Filtering for Free. | Huiyuan Chen, Xiaoting Li, Vivian Lai, Chin-Chia Michael Yeh, Yujie Fan, Yan Zheng, Mahashweta Das, Hao Yang |
| 2023 | SIGIR | Sharpness-Aware Graph Collaborative Filtering. | Huiyuan Chen, Chin-Chia Michael Yeh, Yujie Fan, Yan Zheng, Junpeng Wang, Vivian Lai, Mahashweta Das, Hao Yang |
| 2022 | AAAI | Adaptive Kernel Graph Neural Network. | Mingxuan Ju, Shifu Hou, Yujie Fan, Jianan Zhao, Yanfang Ye, Liang Zhao |
| 2022 | SDM | Heterogeneous Temporal Graph Neural Network. | Yujie Fan, Mingxuan Ju, Chuxu Zhang, Yanfang Ye |
| 2021 | AAAI | Disentangled Representation Learning in Heterogeneous Information Network for Large-scale Android Malware Detection in the COVID-19 Era and Beyond. | Shifu Hou, Yujie Fan, Mingxuan Ju, Yanfang Ye, Wenqiang Wan, Kui Wang, Yinming Mei, Qi Xiong, Fudong Shao |
| 2021 | CIKM | Adversarial Reprogramming of Pretrained Neural Networks for Fraud Detection. | Lingwei Chen, Yujie Fan, Yanfang Ye |
| 2021 | KDD | Heterogeneous Temporal Graph Transformer: An Intelligent System for Evolving Android Malware Detection. | Yujie Fan, Mingxuan Ju, Shifu Hou, Yanfang Ye, Wenqiang Wan, Kui Wang, Yinming Mei, Qi Xiong |
| 2021 | WWW | Dr.Emotion: Disentangled Representation Learning for Emotion Analysis on Social Media to Improve Community Resilience in the COVID-19 Era and Beyond. | Mingxuan Ju, Wei Song, Shiyu Sun, Yanfang Ye, Yujie Fan, Shifu Hou, Kenneth A. Loparo, Liang Zhao |
| 2020 | ACSAC | dStyle-GAN: Generative Adversarial Network based on Writing and Photography Styles for Drug Identification in Darknet Markets. | Yiming Zhang, Yiyue Qian, Yujie Fan, Yanfang Ye, Xin Li, Qi Xiong, Fudong Shao |
| 2020 | CIKM | Community Mitigation: A Data-driven System for COVID-19 Risk Assessment in a Hierarchical Manner. | Yanfang Ye, Yujie Fan, Shifu Hou, Yiming Zhang, Yiyue Qian, Shiyu Sun, Qian Peng, Mingxuan Ju, Wei Song, Kenneth A. Loparo |
| 2020 | ICDM | Metagraph Aggregated Heterogeneous Graph Neural Network for Illicit Traded Product Identification in Underground Market. | Yujie Fan, Yanfang Ye, Qian Peng, Jianfei Zhang, Yiming Zhang, Xusheng Xiao, Chuan Shi, Qi Xiong, Fudong Shao, Liang Zhao |
| 2019 | CIKM | Untitled record | Shifu Hou, Yujie Fan, Yiming Zhang, Yanfang Ye, Jingwei Lei, Wenqiang Wan, Jiabin Wang, Qi Xiong, Fudong Shao |
| 2019 | CIKM | Key Player Identification in Underground Forums over Attributed Heterogeneous Information Network Embedding Framework. | Yiming Zhang, Yujie Fan, Yanfang Ye, Liang Zhao, Chuan Shi |
| 2019 | IJCAI | iDev: Enhancing Social Coding Security by Cross-platform User Identification Between GitHub and Stack Overflow. | Yujie Fan, Yiming Zhang, Shifu Hou, Lingwei Chen, Yanfang Ye, Chuan Shi, Liang Zhao, Shouhuai Xu |
| 2019 | IGARSS | The Distributed SAR Imaging Method for Cylinder Target. | Yujie Fan, Xinliang Chen, Yangkai Wei, Zegang Ding, Yan Wang, Yuhan Wen, Weiming Tian |
| 2019 | WWW | Your Style Your Identity: Leveraging Writing and Photography Styles for Drug Trafficker Identification in Darknet Markets over Attributed Heterogeneous Information Network. | Yiming Zhang, Yujie Fan, Wei Song, Shifu Hou, Yanfang Ye, Xin Li, Liang Zhao, Chuan Shi, Jiabin Wang, Qi Xiong |
| 2018 | AAAI | Utilizing Social Media to Combat Opioid Addiction Epidemic: Automatic Detection of Opioid Users from Twitter. | Yiming Zhang, Yujie Fan, Yanfang Ye, Xin Li, Erin L. Winstanley |
| 2018 | IJCAI | Automatic Opioid User Detection from Twitter: Transductive Ensemble Built on Different Meta-graph Based Similarities over Heterogeneous Information Network. | Yujie Fan, Yiming Zhang, Yanfang Ye, Xin Li |
| 2018 | KDD | Gotcha - Sly Malware!: Scorpion A Metagraph2vec Based Malware Detection System. | Yujie Fan, Shifu Hou, Yiming Zhang, Yanfang Ye, Melih Abdulhayoglu |
| 2017 | CIKM | Social Media for Opioid Addiction Epidemiology: Automatic Detection of Opioid Addicts from Twitter and Case Studies. | Yujie Fan, Yiming Zhang, Yanfang Ye, Xin Li, Wanhong Zheng |
| 2017 | ICDM | Detecting Opioid Users from Twitter and Understanding Their Perceptions Toward MAT. | Yiming Zhang, Yujie Fan, Yanfang Ye, Xin Li, Wanhong Zheng |
| 2015 | KSEM | Subspace Clustering on Mobile Data for Discovering Circle of Friends. | Tao Wu, Yujie Fan, Zhiling Hong, Lifei Chen |