Subspace Clustering on Mobile Data for Discovering Circle of Friends. - Tao Wu; Yujie Fan; Zhiling Hong; Lifei Chen (KSEM, 2015)

Malicious sequential pattern mining for automatic malware detection. - Yujie Fan; Yanfang Ye 001; Lifei Chen (Expert Syst. Appl., 2016)

Social Media for Opioid Addiction Epidemiology: Automatic Detection of Opioid Addicts from Twitter and Case Studies. - Yujie Fan; Yiming Zhang 002; Yanfang Ye 001; Xin Li 005; Wanhong Zheng (CIKM, 2017)

Detecting Opioid Users from Twitter and Understanding Their Perceptions Toward MAT. - Yiming Zhang 002; Yujie Fan; Yanfang Ye 001; Xin Li 005; Wanhong Zheng (ICDM Workshops, 2017)

Utilizing Social Media to Combat Opioid Addiction Epidemic: Automatic Detection of Opioid Users from Twitter. - Yiming Zhang 002; Yujie Fan; Yanfang Ye 001; Xin Li 005; Erin L. Winstanley (AAAI Workshops, 2018)

iDetector: Automate Underground Forum Analysis Based on Heterogeneous Information Network. - Yiming Zhang 002; Yujie Fan; Shifu Hou; Jian Liu 001; Yanfang Ye 001; Thirimachos Bourlai (ASONAM, 2018)

KADetector: Automatic Identification of Key Actors in Online Hack Forums Based on Structured Heterogeneous Information Network. - Yiming Zhang 002; Yujie Fan; Yanfang Ye 001; Liang Zhao 002; Jiabin Wang; Qi Xiong; Fudong Shao (ICBK, 2018)

Automatic Opioid User Detection from Twitter: Transductive Ensemble Built on Different Meta-graph Based Similarities over Heterogeneous Information Network. - Yujie Fan; Yiming Zhang 002; Yanfang Ye 001; Xin Li 005 (IJCAI, 2018)

Gotcha - Sly Malware!: Scorpion A Metagraph2vec Based Malware Detection System. - Yujie Fan; Shifu Hou; Yiming Zhang 002; Yanfang Ye 001; Melih Abdulhayoglu (KDD, 2018)

αCyber: Enhancing Robustness of Android Malware Detection System against Adversarial Attacks on Heterogeneous Graph based Model. - Shifu Hou; Yujie Fan; Yiming Zhang 002; Yanfang Ye 001; Jingwei Lei; Wenqiang Wan; Jiabin Wang; Qi Xiong; Fudong Shao (CIKM, 2019)

Key Player Identification in Underground Forums over Attributed Heterogeneous Information Network Embedding Framework. - Yiming Zhang 002; Yujie Fan; Yanfang Ye 001; Liang Zhao 002; Chuan Shi 001 (CIKM, 2019)

The Distributed SAR Imaging Method for Cylinder Target. - Yujie Fan; Xinliang Chen; Yangkai Wei; Zegang Ding; Yan Wang 011; Yuhan Wen; Weiming Tian (IGARSS, 2019)

iDev: Enhancing Social Coding Security by Cross-platform User Identification Between GitHub and Stack Overflow. - Yujie Fan; Yiming Zhang 002; Shifu Hou; Lingwei Chen; Yanfang Ye 001; Chuan Shi 001; Liang Zhao 002; Shouhuai Xu (IJCAI, 2019)

Your Style Your Identity: Leveraging Writing and Photography Styles for Drug Trafficker Identification in Darknet Markets over Attributed Heterogeneous Information Network. - Yiming Zhang 002; Yujie Fan; Wei Song; Shifu Hou; Yanfang Ye 001; Xin Li 005; Liang Zhao 002; Chuan Shi 001; Jiabin Wang; Qi Xiong (WWW, 2019)

Structured Compressive Sensing Based Block-Sparse Channel Estimation for MIMO-OFDM Systems. - Wenjie Zhang 002; Hui Li 050; Weisi Kong; Yujie Fan; Wei Cheng (Wirel. Pers. Commun., 2019)

dStyle-GAN: Generative Adversarial Network based on Writing and Photography Styles for Drug Identification in Darknet Markets. - Yiming Zhang 002; Yiyue Qian; Yujie Fan; Yanfang Ye 001; Xin Li 005; Qi Xiong; Fudong Shao (ACSAC, 2020)

Community Mitigation: A Data-driven System for COVID-19 Risk Assessment in a Hierarchical Manner. - Yanfang Ye 001; Yujie Fan; Shifu Hou; Yiming Zhang 002; Yiyue Qian; Shiyu Sun; Qian Peng; Mingxuan Ju; Wei Song; Kenneth A. Loparo (CIKM, 2020)

Cyber-guided Deep Neural Network for Malicious Repository Detection in GitHub. - Yiming Zhang 002; Yujie Fan; Shifu Hou; Yanfang Ye 001; Xusheng Xiao; Pan Li 001; Chuan Shi 001; Liang Zhao 002; Shouhuai Xu (ICKG, 2020)

Metagraph Aggregated Heterogeneous Graph Neural Network for Illicit Traded Product Identification in Underground Market. - Yujie Fan; Yanfang Ye 001; Qian Peng; Jianfei Zhang 002; Yiming Zhang 002; Xusheng Xiao; Chuan Shi 001; Qi Xiong; Fudong Shao; Liang Zhao 002 (ICDM, 2020)

α-Satellite: An AI-driven System and Benchmark Datasets for Hierarchical Community-level Risk Assessment to Help Combat COVID-19. - Yanfang Ye 001; Shifu Hou; Yujie Fan; Yiyue Qian; Yiming Zhang 002; Shiyu Sun; Qian Peng; Kenneth A. Loparo (CoRR, 2020)

$ alpha$-Satellite: An AI-Driven System and Benchmark Datasets for Dynamic COVID-19 Risk Assessment in the United States. - Yanfang Ye 001; Shifu Hou; Yujie Fan; Yiming Zhang 002; Yiyue Qian; Shiyu Sun; Qian Peng; Mingxuan Ju; Wei Song; Kenneth A. Loparo (IEEE J. Biomed. Health Informatics, 2020)

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 001; Wenqiang Wan; Kui Wang; Yinming Mei; Qi Xiong; Fudong Shao (AAAI, 2021)

Adversarial Reprogramming of Pretrained Neural Networks for Fraud Detection. - Lingwei Chen; Yujie Fan; Yanfang Ye 001 (CIKM, 2021)

Heterogeneous Temporal Graph Transformer: An Intelligent System for Evolving Android Malware Detection. - Yujie Fan; Mingxuan Ju; Shifu Hou; Yanfang Ye 001; Wenqiang Wan; Kui Wang; Yinming Mei; Qi Xiong (KDD, 2021)

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 001; Yujie Fan; Shifu Hou; Kenneth A. Loparo; Liang Zhao 002 (WWW, 2021)

Heterogeneous Temporal Graph Neural Network. - Yujie Fan; Mingxuan Ju; Chuxu Zhang; Liang Zhao 002; Yanfang Ye 001 (CoRR, 2021)

Parametric Image Reconstruction for Edge Recovery From Synthetic Aperture Radar Echoes. - Tao Zeng 001; Yangkai Wei; Zegang Ding; Xinliang Chen; Yan Wang 011; Yujie Fan; Teng Long 001 (IEEE Trans. Geosci. Remote. Sens., 2021)

Adaptive Kernel Graph Neural Network. - Mingxuan Ju; Shifu Hou; Yujie Fan; Jianan Zhao 002; Yanfang Ye 001; Liang Zhao 002 (AAAI, 2022)

Automatic diagnostics of EEG pathology via capsule network with multi-level feature fusion. - Tao Wu; Yunning Zhong; Yujie Fan; Xiangzeng Kong; Lifei Chen (BIBM, 2022)

Dynamic Graph Node Classification via Time Augmentation. - Jiarui Sun; Mengting Gu; Chin-Chia Michael Yeh; Yujie Fan; Girish Chowdhary 001; Wei Zhang 189 (IEEE Big Data, 2022)

Heterogeneous Temporal Graph Neural Network. - Yujie Fan; Mingxuan Ju; Chuxu Zhang; Yanfang Ye 001 (SDM, 2022)

Black-box Node Injection Attack for Graph Neural Networks. - Mingxuan Ju; Yujie Fan; Yanfang Ye 001; Liang Zhao 002 (CoRR, 2022)

Portfolio Optimization: Theory and Practice. - Yujie Fan; Haocheng Fang; Yuping Luo; Weihong Ni (J. Comput. Sci. Coll., 2022)

Boosting Graph Neural Networks via Adaptive Knowledge Distillation. - Zhichun Guo; Chunhui Zhang; Yujie Fan; Yijun Tian 001; Chuxu Zhang; Nitesh V. Chawla (AAAI, 2023)

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 001 (AAAI, 2023)

Temporal Treasure Hunt: Content-based Time Series Retrieval System for Discovering Insights. - Chin-Chia Michael Yeh; Huiyuan Chen; Xin Dai; Yan Zheng 001; Yujie Fan; Vivian Lai; Junpeng Wang 001; Audrey Der; Zhongfang Zhuang; Liang Wang 047; Wei Zhang 189 (IEEE Big Data, 2023)

Ego-Network Transformer for Subsequence Classification in Time Series Data. - Chin-Chia Michael Yeh; Huiyuan Chen; Yujie Fan; Xin Dai; Yan Zheng 001; Vivian Lai; Junpeng Wang 001; Zhongfang Zhuang; Liang Wang 047; Wei Zhang 189; Eamonn J. Keogh (IEEE Big Data, 2023)

Spatial-Temporal Graph Boosting Networks: Enhancing Spatial-Temporal Graph Neural Networks via Gradient Boosting. - Yujie Fan; Chin-Chia Michael Yeh; Huiyuan Chen; Yan Zheng 001; Liang Wang 047; Junpeng Wang 001; Xin Dai; Zhongfang Zhuang; Wei Zhang 189 (CIKM, 2023)

An Efficient Content-based Time Series Retrieval System. - Chin-Chia Michael Yeh; Huiyuan Chen; Xin Dai; Yan Zheng 001; Junpeng Wang 001; Vivian Lai; Yujie Fan; Audrey Der; Zhongfang Zhuang; Liang Wang 047; Wei Zhang 189; Jeff M. Phillips (CIKM, 2023)

Toward a Foundation Model for Time Series Data. - Chin-Chia Michael Yeh; Xin Dai; Huiyuan Chen; Yan Zheng 001; Yujie Fan; Audrey Der; Vivian Lai; Zhongfang Zhuang; Junpeng Wang 001; Liang Wang 047; Wei Zhang 189 (CIKM, 2023)

FATA-Trans: Field And Time-Aware Transformer for Sequential Tabular Data. - Dongyu Zhang; Liang Wang 047; Xin Dai; Shubham Jain; Junpeng Wang 001; Yujie Fan; Chin-Chia Michael Yeh; Yan Zheng 001; Zhongfang Zhuang; Wei Zhang 189 (CIKM, 2023)

Multitask Learning for Time Series Data with 2D Convolution. - Chin-Chia Michael Yeh; Xin Dai; Yan Zheng 001; Junpeng Wang 001; Huiyuan Chen; Yujie Fan; Audrey Der; Zhongfang Zhuang; Liang Wang 047; Wei Zhang 189 (ICMLA, 2023)

EmbeddingTree: Hierarchical Exploration of Entity Features in Embedding. - Yan Zheng 001; Junpeng Wang 001; Chin-Chia Michael Yeh; Yujie Fan; Huiyuan Chen; Liang Wang 047; Wei Zhang 189 (PacificVis, 2023)

Spatial-Temporal Graph Sandwich Transformer for Traffic Flow Forecasting. - Yujie Fan; Chin-Chia Michael Yeh; Huiyuan Chen; Liang Wang 047; Zhongfang Zhuang; Junpeng Wang 001; Xin Dai; Yan Zheng 001; Wei Zhang 189 (ECML/PKDD (7), 2023)

Adversarial Collaborative Filtering for Free. - Huiyuan Chen; Xiaoting Li 001; Vivian Lai; Chin-Chia Michael Yeh; Yujie Fan; Yan Zheng 001; Mahashweta Das; Hao Yang 007 (RecSys, 2023)

Sharpness-Aware Graph Collaborative Filtering. - Huiyuan Chen; Chin-Chia Michael Yeh; Yujie Fan; Yan Zheng 001; Junpeng Wang 001; Vivian Lai; Mahashweta Das; Hao Yang 007 (SIGIR, 2023)

PDT: Pretrained Dual Transformers for Time-aware Bipartite Graphs. - Xin Dai; Yujie Fan; Zhongfang Zhuang; Shubham Jain; Chin-Chia Michael Yeh; Junpeng Wang 001; Liang Wang 047; Yan Zheng 001; Wei Zhang 189 (CoRR, 2023)

Revealing the Power of Spatial-Temporal Masked Autoencoders in Multivariate Time Series Forecasting. - Jiarui Sun; Yujie Fan; Chin-Chia Michael Yeh; Wei Zhang 189; Girish Chowdhary 001 (CoRR, 2023)

Face recognition algorithm of sprinters based on sliding data camera measurement. - Yujie Fan (Int. J. Reason. based Intell. Syst., 2023)

SCNet: A spatial feature fused convolutional network for multi-channel EEG pathology detection. - Tao Wu; Yujie Fan; Yunning Zhong; Xiu Cheng; Xiangzeng Kong; Lifei Chen (Biomed. Signal Process. Control., 2023)

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 001; Yujie Fan; Zhongfang Zhuang; Vivian Lai; Junpeng Wang 001; Liang Wang 047; Wei Zhang 189; Eamonn J. Keogh (CIKM, 2024)

Revealing the Power of Masked Autoencoders in Traffic Forecasting. - Jiarui Sun; Yujie Fan; Chin-Chia Michael Yeh; Wei Zhang 189; Girish Chowdhary 001 (CIKM, 2024)

Matrix Profile for Anomaly Detection on Multidimensional Time Series. - Chin-Chia Michael Yeh; Audrey Der; Uday Singh Saini; Vivian Lai; Yan Zheng 001; Junpeng Wang 001; Xin Dai; Zhongfang Zhuang; Yujie Fan; Huiyuan Chen; Prince Osei Aboagye; Liang Wang 047; et al. (ICDM, 2024)

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 001; Huiyuan Chen; Yan Zheng 001; Zhongfang Zhuang; Liang Wang 047; Wei Zhang 189 (KDD, 2024)

PromptLandscape: Guiding Prompts Exploration and Analysis with Visualization. - Junpeng Wang 001; Chin-Chia Michael Yeh; Yujie Fan; Xin Dai; Yan Zheng 001; Liang Wang 047; Wei Zhang 189 (PacificVis, 2024)

Has Your Pretrained Model Improved? A Multi-head Posterior Based Approach. - Prince Osei Aboagye; Yan Zheng 001; Junpeng Wang 001; Uday Singh Saini; Xin Dai; Chin-Chia Michael Yeh; Yujie Fan; Zhongfang Zhuang; Shubham Jain; Liang Wang 047; Wei Zhang 189 (CoRR, 2024)

Random Projection Layers for Multidimensional Time Series Forecasting. - Chin-Chia Michael Yeh; Yujie Fan; Xin Dai; Vivian Lai; Prince Osei Aboagye; Junpeng Wang 001; Huiyuan Chen; Yan Zheng 001; Zhongfang Zhuang; Liang Wang 047; Wei Zhang 189 (CoRR, 2024)

Preserving Individuality while Following the Crowd: Understanding the Role of User Taste and Crowd Wisdom in Online Product Rating Prediction. - Liang Wang 047; Shubham Jain; Yingtong Dou; Junpeng Wang 001; Chin-Chia Michael Yeh; Yujie Fan; Prince Osei Aboagye; Yan Zheng 001; Xin Dai; Zhongfang Zhuang; Uday Singh Saini; Wei Zhang 189 (CoRR, 2024)

The variational multiscale element free Galerkin method for three-dimensional steady magnetohydrodynamics duct flows. - Xiaohua Zhang; Yujie Fan (J. Comput. Sci., 2025)

A Compact Model for Large-Scale Time Series Forecasting. - Chin-Chia Michael Yeh; Xiran Fan; Zhimeng Jiang; Yujie Fan; Huiyuan Chen; Uday Singh Saini; Vivian Lai; Xin Dai; Junpeng Wang 001; Zhongfang Zhuang; Liang Wang 047; Yan Zheng 001 (CoRR, 2025)

Towards Efficient Large Scale Spatial-Temporal Time Series Forecasting via Improved Inverted Transformers. - Jiarui Sun; Chin-Chia Michael Yeh; Yujie Fan; Xin Dai; Xiran Fan; Zhimeng Jiang; Uday Singh Saini; Vivian Lai; Junpeng Wang 001; Huiyuan Chen; Zhongfang Zhuang; Yan Zheng 001; et al. (CoRR, 2025)

Empowering Time Series Forecasting with LLM-Agents. - Chin-Chia Michael Yeh; Vivian Lai; Uday Singh Saini; Xiran Fan; Yujie Fan; Junpeng Wang 001; Xin Dai; Yan Zheng 001 (CoRR, 2025)