Guannan Liu

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 57

Top Topics

Heterogeneous Data

Representative Subset

Fraud Detection

Top Venues

IEEE Trans. Knowl. Data Eng.

Publications

Hao Lin, Guannan Liu, Junjie Wu, J. Leon Zhao
Deterring the Gray Market: Product Diversion Detection via Learning Disentangled Representations of Multivariate Time Series. INFORMS J. Comput. 36 (2) (2024)
Venkata Gadiraju, Hao-Yu Tsai, Hsiao-Chun Wu, Manali Singha, Scott Chih-Hao Huang, Guannan Liu, Shih Yu Chang, Yiyan Wu
Fine-Tuning Optimization of Small Language Models: A Novel Graph-Theoretical Approach for Efficient Prompt Engineering. BMSB (2024)
Liang Zhang, Guannan Liu, Xiaohui Liu, Junjie Wu
Denoising Item Graph With Disentangled Learning for Recommendation. IEEE Trans. Knowl. Data Eng. 36 (7) (2024)
Xiaoqin Liang, Guannan Liu, Lin Jin, Shuai Hao, Haining Wang
Pathfinder: Exploring Path Diversity for Assessing Internet Censorship Inconsistency. CoRR (2024)
Guannan Liu, Lin Jin, Shuai Hao, Yubao Zhang, Daiping Liu, Angelos Stavrou, Haining Wang
Dial "N" for NXDomain: The Scale, Origin, and Security Implications of DNS Queries to Non-Existent Domains. IMC (2023)
Yan Jiang, Guannan Liu, Junjie Wu, Hao Lin
Telecom Fraud Detection via Hawkes-Enhanced Sequence Model. IEEE Trans. Knowl. Data Eng. 35 (5) (2023)
Guannan Liu, Liang Zhang, Junjie Wu
Beyond Similarity: Relation-Based Collaborative Filtering. IEEE Trans. Knowl. Data Eng. 35 (1) (2023)
Kun Yuan, Guannan Liu, Junjie Wu, Hui Xiong
Semantic and Structural View Fusion Modeling for Social Recommendation. IEEE Trans. Knowl. Data Eng. 35 (11) (2023)
Ran Li, Liang Zhang, Guannan Liu, Junjie Wu
Next Basket Recommendation with Intent-aware Hypergraph Adversarial Network. SIGIR (2023)
Zheng Xie, Guannan Liu, Jinming Qu, Junjie Wu, Hong Li
Identifying Structural Holes for Sentiment Classification. Inf. Syst. Frontiers 24 (5) (2022)
Xing Gao, Guannan Liu, Zhang Xu, Haining Wang, Li Li, Xiaorui Wang
Investigating Security Vulnerabilities in a Hot Data Center with Reduced Cooling Redundancy. IEEE Trans. Dependable Secur. Comput. 19 (1) (2022)
Guannan Liu, Rende Xie, Hsiao-Chun Wu, Shih-Hau Fang, Kun Yan, Yiyan Wu, Shih Yu Chang
Automatic Human Posture Recognition Using Kinect Sensors by Advanced Graph Convolutional Network. BMSB (2022)
Yan Jiang, Guannan Liu
Two-stage anomaly detection algorithm via dynamic community evolution in temporal graph. Appl. Intell. 52 (11) (2022)
Jie Li, Hongtao Li, Chen Chen, Guannan Liu, Yaoyao Ying, Tianjiao Li, Dong Liu
Edge Effects on Simultaneous Reconstructions of Flame Temperature and Soot Volume Fraction Profiles by a CCD Camera. Sensors 22 (21) (2022)
Guannan Liu, Chenxi Chen, Xin Wan, Junjie Wu
Spatiotemporal Attention Networks for Traffic Demand Prediction. ICBASE (2022)
Guannan Liu, Prasanga Neupane, Hsiao-Chun Wu, Weidong Xiang, Limeng Pu, Shih Yu Chang
Novel Robust Indoor Device-Free Moving-Object Localization and Tracking Using Machine Learning With Kalman Filter and Smoother. IEEE Syst. J. 16 (4) (2022)
Guannan Liu, Xing Gao, Haining Wang, Kun Sun
Exploring the Unchartered Space of Container Registry Typosquatting. USENIX Security Symposium (2022)
Guannan Liu, Daiping Liu, Shuai Hao, Xing Gao, Kun Sun, Haining Wang
Ready Raider One: Exploring the Misuse of Cloud Gaming Services. CCS (2022)
Deqing Wang, Baoyu Jing, Chenwei Lu, Junjie Wu, Guannan Liu, Chenguang Du, Fuzhen Zhuang
Coarse Alignment of Topic and Sentiment: A Unified Model for Cross-Lingual Sentiment Classification. IEEE Trans. Neural Networks Learn. Syst. 32 (2) (2021)
Hao Lin, Guannan Liu, Fengzhi Li, Yuan Zuo
Where to go? Predicting next location in IoT environment. Frontiers Comput. Sci. 15 (1) (2021)
Prasanga Neupane, Guannan Liu, Hsiao-Chun Wu, Weidong Xiang, Shih Yu Chang, Yiyan Wu
Novel Device-Free Indoor Human Localization using Wireless Radio-Frequency Fingerprinting. BMSB (2021)
Nan Jing, Bowen Zhang, Guannan Liu, Liu Yang, Lin Wang
Anchor-Free Self-Positioning in Wireless Sensor Networks via Cross-Technology Communication. ICPADS (2021)
Guannan Liu, Prasanga Neupane, Hsiao-Chun Wu, Weidong Xiang, Jinwei Ye, Limeng Pu, Shih Yu Chang, Yiyan Wu, Kun Yan
Novel Indoor Device-Free Human Tracking Using Learning Systems with Hidden Markov Models. BMSB (2021)
Guannan Liu, Xing Gao, Haining Wang
An Investigation of Identity-Account Inconsistency in Single Sign-On. WWW (2021)
Xiaolin Li, Xiaotong Niu, Guannan Liu
Spatiotemporal representation learning for rescue route selection: An optimized regularization based method. Electron. Commer. Res. Appl. 48 (2021)
Yutian Chang, Guannan Liu, Yuan Zuo, Junjie Wu
Multi-Aspect Temporal Network Embedding: A Mixture of Hawkes Process View. CoRR (2021)
Guannan Liu, Manali Singha, Limeng Pu, Prasanga Neupane, Joseph Feinstein, Hsiao-Chun Wu, J. Ramanujam, Michal Brylinski
GraphDTI: A robust deep learning predictor of drug-target interactions from multiple heterogeneous data. J. Cheminformatics 13 (1) (2021)
Guannan Liu, Jia Guo, Yuan Zuo, Junjie Wu, Ren-Yong Guo
Fraud detection via behavioral sequence embedding. Knowl. Inf. Syst. 62 (7) (2020)
Guannan Liu, Hsiao-Chun Wu, Weidong Xiang, Jinwei Ye, Yiyan Wu, Limeng Pu
Indoor Object Localization and Tracking Using Deep Learning over Received Signal Strength. BMSB (2020)
Xiao Yan, Guannan Liu, Hsiao-Chun Wu, Guoyu Zhang, Qian Wang, Yiyan Wu
Robust Modulation Classification Over $\alpha$-Stable Noise Using Graph-Based Fractional Lower-Order Cyclic Spectrum Analysis. IEEE Trans. Veh. Technol. 69 (3) (2020)
Hao Lin, Yuan Zuo, Guannan Liu, Hong Li, Junjie Wu, Zhiang Wu
A Pseudo-document-based Topical N-grams model for short texts. World Wide Web 23 (6) (2020)
Cong Wang, Xunhua Guo, Guannan Liu, Guoqing Chen
Personalized Promotion Recommendation: A Dynamic Adaptation Modeling Approach. ICIS (2020)
Tianyu Zhu, Guannan Liu, Guoqing Chen
Social Collaborative Mutual Learning for Item Recommendation. ACM Trans. Knowl. Discov. Data 14 (4) (2020)
Hao Lin, Guannan Liu, Junjie Wu, Yuan Zuo, Xin Wan, Hong Li
Fraud Detection in Dynamic Interaction Network. IEEE Trans. Knowl. Data Eng. 32 (10) (2020)
Kun Yuan, Guannan Liu, Junjie Wu, Hui Xiong
Dancing with Trump in the Stock Market: A Deep Information Echoing Model. ACM Trans. Intell. Syst. Technol. 11 (5) (2020)
Kun Yuan, Guannan Liu, Junjie Wu
Whose posts to read: Finding social sensors for effective information acquisition. Inf. Process. Manag. 56 (4) (2019)
Yanjie Fu, Guannan Liu, Yong Ge, Pengyang Wang, Hengshu Zhu, Chunxiao Li, Hui Xiong
Representing Urban Forms: A Collective Learning Model with Heterogeneous Human Mobility Data. IEEE Trans. Knowl. Data Eng. 31 (3) (2019)
Xiao Yan, Guoyu Zhang, Hsiao-Chun Wu, Guannan Liu
Automatic modulation classification in α-stable noise using graph-based generalized second-order cyclic spectrum analysis. Phys. Commun. 37 (2019)
Cong Wang, Guoqing Chen, Qiang Wei, Guannan Liu, Xunhua Guo
Personalized Promotion Recommendation Through Consumer Experience Evolution Modeling. IFSA/NAFIPS (2019)
Tong Xu, Hengshu Zhu, Hao Zhong, Guannan Liu, Hui Xiong, Enhong Chen
Exploiting the Dynamic Mutual Influence for Predicting Social Event Participation. IEEE Trans. Knowl. Data Eng. 31 (6) (2019)
Guannan Liu, Liang Zhang
Do Co-purchases Reveal Preferences? Explainable Recommendation with Attribute Networks. CoRR (2019)
Liang Zhang, Guannan Liu, Junjie Wu
Beyond Similarity: Relation Embedding with Dual Attentions for Item-based Recommendation. CoRR (2019)
Xiao Yan, Guannan Liu, Hsiao-Chun Wu, Guoyu Feng
New Automatic Modulation Classifier Using Cyclic-Spectrum Graphs With Optimal Training Features. IEEE Commun. Lett. 22 (6) (2018)
Zheng Xie, Guannan Liu, Junjie Wu, Yong Tan
Big data would not lie: prediction of the 2016 Taiwan election via online heterogeneous information. EPJ Data Sci. 7 (1) (2018)
Pengyang Wang, Jiawei Zhang, Guannan Liu, Yanjie Fu, Charu C. Aggarwal
Ensemble-Spotting: Ranking Urban Vibrancy via POI Embedding with Multi-view Spatial Graphs. SDM (2018)
Jia Guo, Guannan Liu, Yuan Zuo, Junjie Wu
Learning Sequential Behavior Representations for Fraud Detection. ICDM (2018)
Pengfei Wang, Guannan Liu, Yanjie Fu, Yuanchun Zhou, Jianhui Li
Spotting Trip Purposes from Taxi Trajectories: A General Probabilistic Model. ACM Trans. Intell. Syst. Technol. 9 (3) (2018)
Zheng Xie, Guannan Liu, Junjie Wu, Yong Tan
Social Media Would Not Lie: Prediction of the 2016 Taiwan Election via Online Heterogeneous Data. CoRR (2018)
Yuan Zuo, Guannan Liu, Hao Lin, Jia Guo, Xiaoqian Hu, Junjie Wu
Embedding Temporal Network via Neighborhood Formation. KDD (2018)
Yanjie Fu, Guannan Liu, Mingfei Teng, Charu C. Aggarwal
Unsupervised P2P Rental Recommendations via Integer Programming. KDD (2017)
Guannan Liu, Yanjie Fu, Guoqing Chen, Hui Xiong, Can Chen
Modeling Buying Motives for Personalized Product Bundle Recommendation. ACM Trans. Knowl. Discov. Data 11 (3) (2017)
Pengfei Wang, Yanjie Fu, Guannan Liu, Wenqing Hu, Charu C. Aggarwal
Human Mobility Synchronization and Trip Purpose Detection with Mixture of Hawkes Processes. KDD (2017)
Jingyuan Wang, Qian Gu, Junjie Wu, Guannan Liu, Zhang Xiong
Traffic Speed Prediction and Congestion Source Exploration: A Deep Learning Method. ICDM (2016)
Baojun Ma, Nan Zhang, Guannan Liu, Liangqiang Li, Hua Yuan
Semantic search for public opinions on urban affairs: A probabilistic topic modeling-based approach. Inf. Process. Manag. 52 (3) (2016)
Jin Zhang, Guannan Liu, Ming Ren
Finding a representative subset from large-scale documents. J. Informetrics 10 (3) (2016)
DeLean Tolbert, Reis Lehman, Guannan Liu, Benjamin Sadler, Monica Cardella
Knowledge transfer: Does more experience yield improved design quality? FIE (2016)
Yanjie Fu, Guannan Liu, Spiros Papadimitriou, Hui Xiong, Xiaolin Li, Guoqing Chen
Fused latent models for assessing product return propensity in online commerce. Decis. Support Syst. 91 (2016)
Tong Xu, Hao Zhong, Hengshu Zhu, Hui Xiong, Enhong Chen, Guannan Liu
Exploring the Impact of Dynamic Mutual Influence on Social Event Participation. SDM (2015)
Yanjie Fu, Guannan Liu, Spiros Papadimitriou, Hui Xiong, Yong Ge, Hengshu Zhu, Chen Zhu
Real Estate Ranking via Mixed Land-use Latent Models. KDD (2015)
Guannan Liu, Yanjie Fu, Tong Xu, Hui Xiong, Guoqing Chen
Discovering Temporal Retweeting Patterns for Social Media Marketing Campaigns. ICDM (2014)
Guannan Liu, Jin Zhang, Guoqing Chen
An approach to finding the cost-effective immunization targets for information assurance. Decis. Support Syst. 67 (2014)
Jichang Zhao, Junjie Wu, Guannan Liu, Dacheng Tao, Ke Xu, Chunyang Liu
Being rational or aggressive? A revisit to Dunbar's number in online social networks. Neurocomputing 142 (2014)
Meng Qu, Hengshu Zhu, Junming Liu, Guannan Liu, Hui Xiong
A cost-effective recommender system for taxi drivers. KDD (2014)
Jie-Sheng Wang, Xianwen Gao, Lin Liu, Guannan Liu
Integrated Intelligent Control Method of Coke Oven Collector Pressure. ISNN (2) (2013)
Hua Yuan, Guannan Liu, Guoqing Chen
On modeling the crowding and psychological effects in network-virus prevalence with nonlinear epidemic model. Appl. Math. Comput. 219 (5) (2012)
Jichang Zhao, Junjie Wu, Guannan Liu, Ke Xu, Guoqing Chen
Being Rational or Aggressive? A Revisit to Dunbar's Number in Online Social Networks CoRR (2010)