Guannan Liu

According to our database, Guannan Liu authored at least 70 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Novel Graph-Theoretical Multiple Access-Point/Router Deployment Approach for Full Line-of-Sight Coverage Over Arbitrary Indoor Polygonal/Prismatic Areas.

Venkata Gadiraju, Hsiao-Chun Wu, Hao-Yu Tsai, Scott C.-H. Huang, Costas Busch, Prasanga Neupane, Guannan Liu, Shih Yu Chang

IEEE Trans. Commun., September, 2024

Denoising Item Graph With Disentangled Learning for Recommendation.

Liang Zhang, Guannan Liu, Xiaohui Liu, Junjie Wu

IEEE Trans. Knowl. Data Eng., July, 2024

Deterring the Gray Market: Product Diversion Detection via Learning Disentangled Representations of Multivariate Time Series.

Hao Lin, Guannan Liu, Junjie Wu, J. Leon Zhao

INFORMS J. Comput., 2024

Code Vulnerability Repair with Large Language Model using Context-Aware Prompt Tuning.

Arshiya Khan, Guannan Liu, Xing Gao

CoRR, 2024

Modeling Reference-dependent Choices with Graph Neural Networks.

Liang Zhang, Guannan Liu, Junjie Wu, Yong Tan

CoRR, 2024

Pathfinder: Exploring Path Diversity for Assessing Internet Censorship Inconsistency.

Xiaoqin Liang, Guannan Liu, Lin Jin, Shuai Hao, Haining Wang

CoRR, 2024

Fine-Tuning Optimization of Small Language Models: A Novel Graph-Theoretical Approach for Efficient Prompt Engineering.

Venkata Gadiraju, Hao-Yu Tsai, Hsiao-Chun Wu, Manali Singha, Scott Chih-Hao Huang, Guannan Liu, Shih Yu Chang, Yiyan Wu

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2024

Retrieval Augmented Generation (RAG) Based Restaurant Chatbot with AI Testability.

Vani Bhat, Sree Divya Cheerla, Jinu Rose Mathew, Nupur Pathak, Guannan Liu, Jerry Gao

Proceedings of the 10th IEEE International Conference on Big Data Computing Service and Machine Learning Applications, 2024

2023

Semantic and Structural View Fusion Modeling for Social Recommendation.

Kun Yuan, Guannan Liu, Junjie Wu, Hui Xiong

IEEE Trans. Knowl. Data Eng., November, 2023

Telecom Fraud Detection via Hawkes-Enhanced Sequence Model.

Yan Jiang, Guannan Liu, Junjie Wu, Hao Lin

IEEE Trans. Knowl. Data Eng., May, 2023

Beyond Similarity: Relation-Based Collaborative Filtering.

Guannan Liu, Liang Zhang, Junjie Wu

IEEE Trans. Knowl. Data Eng., 2023

Next Basket Recommendation with Intent-aware Hypergraph Adversarial Network.

Ran Li, Liang Zhang, Guannan Liu, Junjie Wu

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Dial "N" for NXDomain: The Scale, Origin, and Security Implications of DNS Queries to Non-Existent Domains.

Guannan Liu, Lin Jin, Shuai Hao, Yubao Zhang, Daiping Liu, Angelos Stavrou, Haining Wang

Proceedings of the 2023 ACM on Internet Measurement Conference, 2023

2022

Investigating Security Vulnerabilities in a Hot Data Center with Reduced Cooling Redundancy.

Xing Gao, Guannan Liu, Zhang Xu, Haining Wang, Li Li, Xiaorui Wang

IEEE Trans. Dependable Secur. Comput., 2022

Novel Robust Indoor Device-Free Moving-Object Localization and Tracking Using Machine Learning With Kalman Filter and Smoother.

Guannan Liu, Prasanga Neupane, Hsiao-Chun Wu, Weidong Xiang, Limeng Pu, Shih Yu Chang

IEEE Syst. J., 2022

Edge Effects on Simultaneous Reconstructions of Flame Temperature and Soot Volume Fraction Profiles by a CCD Camera.

Jie Li, Hongtao Li, Chen Chen, Guannan Liu, Yaoyao Ying, Tianjiao Li, Dong Liu

Sensors, 2022

Identifying Structural Holes for Sentiment Classification.

Zheng Xie, Guannan Liu, Jinming Qu, Junjie Wu, Hong Li

Inf. Syst. Frontiers, 2022

Two-stage anomaly detection algorithm via dynamic community evolution in temporal graph.

Yan Jiang, Guannan Liu

Appl. Intell., 2022

Exploring the Unchartered Space of Container Registry Typosquatting.

Guannan Liu, Xing Gao, Haining Wang, Kun Sun

Proceedings of the 31st USENIX Security Symposium, 2022

Spatiotemporal Attention Networks for Traffic Demand Prediction.

Guannan Liu, Chenxi Chen, Xin Wan, Junjie Wu

Proceedings of the 3rd International Conference on Big Data & Artificial Intelligence & Software Engineering, 2022

Ready Raider One: Exploring the Misuse of Cloud Gaming Services.

Guannan Liu, Daiping Liu, Shuai Hao, Xing Gao, Kun Sun, Haining Wang

Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, 2022

Automatic Human Posture Recognition Using Kinect Sensors by Advanced Graph Convolutional Network.

Guannan Liu, Rende Xie, Hsiao-Chun Wu, Shih-Hau Fang, Kun Yan, Yiyan Wu, Shih Yu Chang

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2022

2021

Coarse Alignment of Topic and Sentiment: A Unified Model for Cross-Lingual Sentiment Classification.

Deqing Wang, Baoyu Jing, Chenwei Lu, Junjie Wu, Guannan Liu, Chenguang Du, Fuzhen Zhuang

IEEE Trans. Neural Networks Learn. Syst., 2021

GraphDTI: A robust deep learning predictor of drug-target interactions from multiple heterogeneous data.

Guannan Liu, Manali Singha, Limeng Pu, Prasanga Neupane, Joseph Feinstein, Hsiao-Chun Wu, J. Ramanujam, Michal Brylinski

J. Cheminformatics, 2021

Where to go? Predicting next location in IoT environment.

Hao Lin, Guannan Liu, Fengzhi Li, Yuan Zuo

Frontiers Comput. Sci., 2021

Spatiotemporal representation learning for rescue route selection: An optimized regularization based method.

Xiaolin Li, Xiaotong Niu, Guannan Liu

Electron. Commer. Res. Appl., 2021

Multi-Aspect Temporal Network Embedding: A Mixture of Hawkes Process View.

Yutian Chang, Guannan Liu, Yuan Zuo, Junjie Wu

CoRR, 2021

An Investigation of Identity-Account Inconsistency in Single Sign-On.

Guannan Liu, Xing Gao, Haining Wang

Proceedings of the WWW '21: The Web Conference 2021, 2021

Anchor-Free Self-Positioning in Wireless Sensor Networks via Cross-Technology Communication.

Nan Jing, Bowen Zhang, Guannan Liu, Liu Yang, Lin Wang

Proceedings of the 27th IEEE International Conference on Parallel and Distributed Systems, 2021

Novel Device-Free Indoor Human Localization using Wireless Radio-Frequency Fingerprinting.

Prasanga Neupane, Guannan Liu, Hsiao-Chun Wu, Weidong Xiang, Shih Yu Chang, Yiyan Wu

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2021

Novel Indoor Device-Free Human Tracking Using Learning Systems with Hidden Markov Models.

Guannan Liu, Prasanga Neupane, Hsiao-Chun Wu, Weidong Xiang, Jinwei Ye, Limeng Pu, Shih Yu Chang, Yiyan Wu, Kun Yan

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2021

2020

A Pseudo-document-based Topical N-grams model for short texts.

Hao Lin, Yuan Zuo, Guannan Liu, Hong Li, Junjie Wu, Zhiang Wu

World Wide Web, 2020

Robust Modulation Classification Over $\alpha$-Stable Noise Using Graph-Based Fractional Lower-Order Cyclic Spectrum Analysis.

Xiao Yan, Guannan Liu, Hsiao-Chun Wu, Guoyu Zhang, Qian Wang, Yiyan Wu

IEEE Trans. Veh. Technol., 2020

Fraud Detection in Dynamic Interaction Network.

Hao Lin, Guannan Liu, Junjie Wu, Yuan Zuo, Xin Wan, Hong Li

IEEE Trans. Knowl. Data Eng., 2020

Social Collaborative Mutual Learning for Item Recommendation.

Tianyu Zhu, Guannan Liu, Guoqing Chen

ACM Trans. Knowl. Discov. Data, 2020

Dancing with Trump in the Stock Market: A Deep Information Echoing Model.

Kun Yuan, Guannan Liu, Junjie Wu, Hui Xiong

ACM Trans. Intell. Syst. Technol., 2020

Fraud detection via behavioral sequence embedding.

Guannan Liu, Jia Guo, Yuan Zuo, Junjie Wu, Ren-Yong Guo

Knowl. Inf. Syst., 2020

Personalized Promotion Recommendation: A Dynamic Adaptation Modeling Approach.

Cong Wang, Xunhua Guo, Guannan Liu, Guoqing Chen

Proceedings of the 41st International Conference on Information Systems, 2020

Indoor Object Localization and Tracking Using Deep Learning over Received Signal Strength.

Guannan Liu, Hsiao-Chun Wu, Weidong Xiang, Jinwei Ye, Yiyan Wu, Limeng Pu

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2020

2019

Exploiting the Dynamic Mutual Influence for Predicting Social Event Participation.

Tong Xu, Hengshu Zhu, Hao Zhong, Guannan Liu, Hui Xiong, Enhong Chen

IEEE Trans. Knowl. Data Eng., 2019

Representing Urban Forms: A Collective Learning Model with Heterogeneous Human Mobility Data.

Yanjie Fu, Guannan Liu, Yong Ge, Pengyang Wang, Hengshu Zhu, Chunxiao Li, Hui Xiong

IEEE Trans. Knowl. Data Eng., 2019

Automatic modulation classification in α-stable noise using graph-based generalized second-order cyclic spectrum analysis.

Xiao Yan, Guoyu Zhang, Hsiao-Chun Wu, Guannan Liu

Phys. Commun., 2019

Whose posts to read: Finding social sensors for effective information acquisition.

Kun Yuan, Guannan Liu, Junjie Wu

Inf. Process. Manag., 2019

Beyond Similarity: Relation Embedding with Dual Attentions for Item-based Recommendation.

Liang Zhang, Guannan Liu, Junjie Wu

CoRR, 2019

Do Co-purchases Reveal Preferences? Explainable Recommendation with Attribute Networks.

Guannan Liu, Liang Zhang

CoRR, 2019

Personalized Promotion Recommendation Through Consumer Experience Evolution Modeling.

Cong Wang, Guoqing Chen, Qiang Wei, Guannan Liu, Xunhua Guo

Proceedings of the Fuzzy Techniques: Theory and Applications, 2019

2018

Spotting Trip Purposes from Taxi Trajectories: A General Probabilistic Model.

Pengfei Wang, Guannan Liu, Yanjie Fu, Yuanchun Zhou, Jianhui Li

ACM Trans. Intell. Syst. Technol., 2018

New Automatic Modulation Classifier Using Cyclic-Spectrum Graphs With Optimal Training Features.

Xiao Yan, Guannan Liu, Hsiao-Chun Wu, Guoyu Feng

IEEE Commun. Lett., 2018

Big data would not lie: prediction of the 2016 Taiwan election via online heterogeneous information.

Zheng Xie, Guannan Liu, Junjie Wu, Yong Tan

EPJ Data Sci., 2018

Social Media Would Not Lie: Prediction of the 2016 Taiwan Election via Online Heterogeneous Data.

Zheng Xie, Guannan Liu, Junjie Wu, Yong Tan

CoRR, 2018

Ensemble-Spotting: Ranking Urban Vibrancy via POI Embedding with Multi-view Spatial Graphs.

Pengyang Wang, Jiawei Zhang, Guannan Liu, Yanjie Fu, Charu C. Aggarwal

Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

Embedding Temporal Network via Neighborhood Formation.

Yuan Zuo, Guannan Liu, Hao Lin, Jia Guo, Xiaoqian Hu, Junjie Wu

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Learning Sequential Behavior Representations for Fraud Detection.

Jia Guo, Guannan Liu, Yuan Zuo, Junjie Wu

Proceedings of the IEEE International Conference on Data Mining, 2018

2017

Modeling Buying Motives for Personalized Product Bundle Recommendation.

Guannan Liu, Yanjie Fu, Guoqing Chen, Hui Xiong, Can Chen

ACM Trans. Knowl. Discov. Data, 2017

Human Mobility Synchronization and Trip Purpose Detection with Mixture of Hawkes Processes.

Pengfei Wang, Yanjie Fu, Guannan Liu, Wenqing Hu, Charu C. Aggarwal

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Unsupervised P2P Rental Recommendations via Integer Programming.

Yanjie Fu, Guannan Liu, Mingfei Teng, Charu C. Aggarwal

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

2016

Finding a representative subset from large-scale documents.

Jin Zhang, Guannan Liu, Ming Ren

J. Informetrics, 2016

Semantic search for public opinions on urban affairs: A probabilistic topic modeling-based approach.

Baojun Ma, Nan Zhang, Guannan Liu, Liangqiang Li, Hua Yuan

Inf. Process. Manag., 2016

Fused latent models for assessing product return propensity in online commerce.

Yanjie Fu, Guannan Liu, Spiros Papadimitriou, Hui Xiong, Xiaolin Li, Guoqing Chen

Decis. Support Syst., 2016

Traffic Speed Prediction and Congestion Source Exploration: A Deep Learning Method.

Jingyuan Wang, Qian Gu, Junjie Wu, Guannan Liu, Zhang Xiong

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Knowledge transfer: Does more experience yield improved design quality?

DeLean Tolbert, Reis Lehman, Guannan Liu, Benjamin Sadler, Monica Cardella

Proceedings of the 2016 IEEE Frontiers in Education Conference, 2016

2015

Exploring the Impact of Dynamic Mutual Influence on Social Event Participation.

Tong Xu, Hao Zhong, Hengshu Zhu, Hui Xiong, Enhong Chen, Guannan Liu

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Real Estate Ranking via Mixed Land-use Latent Models.

Yanjie Fu, Guannan Liu, Spiros Papadimitriou, Hui Xiong, Yong Ge, Hengshu Zhu, Chen Zhu

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

2014

Being rational or aggressive? A revisit to Dunbar's number in online social networks.

Jichang Zhao, Junjie Wu, Guannan Liu, Dacheng Tao, Ke Xu, Chunyang Liu

Neurocomputing, 2014

An approach to finding the cost-effective immunization targets for information assurance.

Guannan Liu, Jin Zhang, Guoqing Chen

Decis. Support Syst., 2014

A cost-effective recommender system for taxi drivers.

Meng Qu, Hengshu Zhu, Junming Liu, Guannan Liu, Hui Xiong

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Discovering Temporal Retweeting Patterns for Social Media Marketing Campaigns.

Guannan Liu, Yanjie Fu, Tong Xu, Hui Xiong, Guoqing Chen

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

2013

Integrated Intelligent Control Method of Coke Oven Collector Pressure.

Jie-Sheng Wang, Xianwen Gao, Lin Liu, Guannan Liu

Proceedings of the Advances in Neural Networks - ISNN 2013, 2013

2012

On modeling the crowding and psychological effects in network-virus prevalence with nonlinear epidemic model.

Hua Yuan, Guannan Liu, Guoqing Chen

Appl. Math. Comput., 2012

2010

Being Rational or Aggressive? A Revisit to Dunbar's Number in Online Social Networks

Jichang Zhao, Junjie Wu, Guannan Liu, Ke Xu, Guoqing Chen

CoRR, 2010