Xiangmin Zhou

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 53

Top Topics

Collaborative Filtering

Top Venues

IEEE Trans. Knowl. Data Eng.

Expert Syst. Appl.

Publications

Yurong Cheng, Zhaohe Liao, Xiaosong Huang, Yi Yang, Xiangmin Zhou, Ye Yuan, Guoren Wang
Cross Online Ride-Sharing for Multiple-Platform Cooperations in Spatial Crowdsourcing. ICDE (2024)
Xi Chen, Xiangmin Zhou, Jeffrey Chan, Lei Chen, Timos Sellis, Yanchun Zhang
Complex Event Summarization Using Multi-Social Attribute Correlation (Extended Abstract). ICDE (2024)
Yansong Wang, Hui Xu, Waqar Ali, Xiangmin Zhou, Jie Shao
Bilateral Improvement in Local Personalization and Global Generalization in Federated Learning. IEEE Internet Things J. 11 (16) (2024)
Chengkun He, Xiangmin Zhou, Chen Wang, Iqbal Gondal, Jie Shao, Xun Yi
Online Anomaly Detection over Live Social Video Streaming. CoRR (2024)
Chengkun He, Xiangmin Zhou, Chen Wang, Iqbal Gondal, Jie Shao, Xun Yi
Online Anomaly Detection over Live Social Video Streaming. ICDE (2024)
Xiangmin Zhou, Rosni Lumbantoruan, Yongli Ren, Lei Chen, Xiaochun Yang, Jie Shao
Dynamic Bi-layer Graph Learning for Context-aware Sequential Recommendation. Trans. Recomm. Syst. 2 (2) (2024)
Yansong Wang, Hui Xu, Waqar Ali, Miaobo Li, Xiangmin Zhou, Jie Shao
FedFTHA: A Fine-Tuning and Head Aggregation Method in Federated Learning. IEEE Internet Things J. 10 (14) (2023)
Nuo Xu, Deming Wu, Qiang Yang, Hua Wang, Xiangmin Zhou, Zhonglong Zheng, Yisu Ge, Xu-Dong Gao
Ant Colony Optimization for Multiple Travelling Salesmen Problem with Pivot Cities. ICACI (2023)
Xi Chen, Xiangmin Zhou, Jeffrey Chan, Lei Chen, Timos Sellis, Yanchun Zhang
Complex Event Summarization Using Multi-Social Attribute Correlation. IEEE Trans. Knowl. Data Eng. 35 (11) (2023)
Ruoyu Zhu, Zhonglong Zheng, Hua Wang, Xiangmin Zhou, Dong Liu, Lin Sun
GA=PSO: Realizing Equivalent Particle Swarm Optimization by Genetic Algorithm. ICACI (2023)
Wenzhou Dou, Derong Shen, Xiangmin Zhou, Tiezheng Nie, Yue Kou, Hang Cui, Ge Yu
Soft Target-Enhanced Matching Framework for Deep Entity Matching. AAAI (2023)
Longcan Wu, Daling Wang, Shi Feng, Xiangmin Zhou, Yifei Zhang, Ge Yu
Graph neural network for recommendation in complex and quaternion spaces. World Wide Web (WWW) 26 (6) (2023)
Lei Chen, Xiangmin Zhou, Xiaochun Yang, Timos Sellis
Guest Editorial Special Issue on Online Recommendation Using AI and Big Data Techniques. IEEE Trans. Knowl. Data Eng. 35 (10) (2023)
Bo Su, Xin Man, Hui Xu, Xiangmin Zhou, Jie Shao
Health Status Assessment for HDDs Based on Bi-LSTM and N-Dimensional Similarity Metric. ADC (2023)
Ningning Sun, Yue Kou, Xiangmin Zhou, Derong Shen, Dong Li, Tiezheng Nie
Learning Implicit Sentiment for Explainable Review-Based Recommendation. ADC (2023)
Tieying Li, Xiaochun Yang, Bin Wang, Chong Xi, Hanzhong Zheng, Xiangmin Zhou
Bi-CMR: Bidirectional Reinforcement Guided Hashing for Effective Cross-Modal Retrieval. AAAI (2022)
Xiangmin Zhou, Lei Chen
Migrating Social Event Recommendation Over Microblogs. Proc. VLDB Endow. 15 (11) (2022)
Xi Chen, Xiangmin Zhou, Jeffrey Chan, Lei Chen, Timos Sellis, Yanchun Zhang
Event Popularity Prediction Using Influential Hashtags From Social Media. IEEE Trans. Knowl. Data Eng. 34 (10) (2022)
Yani Wang, Ji Zhang, Xiangmin Zhou, Yang Zhang
Hierarchical Aggregation Based Knowledge Graph Embedding for Multi-task Recommendation. APWeb/WAIM (3) (2022)
Xi Chen, Xiangmin Zhou, Jeffrey Chan, Lei Chen, Timos Sellis, Yanchun Zhang
Event Popularity Prediction Using Influential Hashtags from Social Media (Extended Abstract). ICDE (2022)
Longcan Wu, Daling Wang, Shi Feng, Xiangmin Zhou, Yifei Zhang, Ge Yu
Graph Collaborative Filtering for Recommendation in Complex and Quaternion Spaces. WISE (2022)
Chengkun He, Xiangmin Zhou, Chen Wang
LIREM: A Generic Framework for Effective Online Video Novelty Detection. ER (2022)
Shuiqiao Yang, Guangyan Huang, Xiangmin Zhou, Vicky Mak, John Yearwood
EWNStream+: Effective and Real-time Clustering of Short Text Streams Using Evolutionary Word Relation Network. Int. J. Inf. Technol. Decis. Mak. 20 (1) (2021)
Yishu Wang, Ye Yuan, Hao Wang, Xiangmin Zhou, Congcong Mu, Guoren Wang
Constrained Route Planning over Large Multi-Modal Time-Dependent Networks. ICDE (2021)
Xiyu Qiao, Yuliang Ma, Ye Yuan, Xiangmin Zhou
Influence Maximization Using User Connectivity Guarantee in Social Networks. ICBK (2021)
Chengkun He, Xiangmin Zhou, Chen Wang
MPB: Multi-Peak Binarization for Pupil Detection. ADMA (2020)
Dong Qin, Xiangmin Zhou, Lei Chen, Guangyan Huang, Yanchun Zhang
Dynamic Connection-Based Social Group Recommendation. IEEE Trans. Knowl. Data Eng. 32 (3) (2020)
Chengkun He, Jie Shao, Jiasheng Zhang, Xiangmin Zhou
Clustering-based multiple instance learning with multi-view feature. Expert Syst. Appl. 162 (2020)
Zezhong Wang, Ye Yuan, Xiangmin Zhou, Hongchao Qin
Effective and Efficient Community Search in Directed Graphs Across Heterogeneous Social Networks. ADC (2020)
Rosni Lumbantoruan, Xiangmin Zhou, Yongli Ren
Declarative User-Item Profiling Based Context-Aware Recommendation. ADMA (2020)
Yurong Cheng, Boyang Li, Xiangmin Zhou, Ye Yuan, Guoren Wang, Lei Chen
Real-Time Cross Online Matching in Spatial Crowdsourcing. ICDE (2020)
Zezhong Wang, Xiangmin Zhou, Yuliang Ma, Xun Yi
Online Community Identification over Heterogeneous Attributed Directed Graphs. ADMA (2020)
Qiao Liao, Xiangmin Zhou, Daling Wang, Shi Feng, Yifei Zhang
Role-Based Clustering for Collaborative Recommendations in Crowdsourcing System. ER (2019)
Shuiqiao Yang, Guangyan Huang, Xiangmin Zhou, Yang Xiang
Dynamic Clustering of Stream Short Documents Using Evolutionary Word Relation Network. ICDS (2019)
Xiangmin Zhou, Dong Qin, Xiaolu Lu, Lei Chen, Yanchun Zhang
Online Social Media Recommendation Over Streams. ICDE (2019)
Rosni Lumbantoruan, Xiangmin Zhou, Yongli Ren, Lei Chen
I-CARS: An Interactive Context-Aware Recommender System. ICDM (2019)
Xiangmin Zhou, Dong Qin, Lei Chen, Yanchun Zhang
Real-time context-aware social media recommendation. VLDB J. 28 (2) (2019)
Xiangmin Zhou, Ji Zhang, Yanchun Zhang
The 1st International Workshop on Context-Aware Recommendation Systems with Big Data Analytics (CARS-BDA). WSDM (2019)
Xiangmin Zhou, Dong Qin, Xiaolu Lu, Lei Chen, Yanchun Zhang
Online Social Media Recommendation over Streams. CoRR (2019)
Yu Xiong, Xiangmin Zhou, Yifei Zhang, Shi Feng, Daling Wang
Cross the data desert: generating textual-visual summary on the evolutionary microblog stream. Multim. Tools Appl. 78 (6) (2019)
Xi Chen, Xiangmin Zhou, Timos Sellis, Xue Li
Social event detection with retweeting behavior correlation. Expert Syst. Appl. 114 (2018)
Rosni Lumbantoruan, Xiangmin Zhou, Yongli Ren, Zhifeng Bao
D-CARS: A Declarative Context-Aware Recommender System. ICDM (2018)
Yu Gu, Yandan Guo, Yang Song, Xiangmin Zhou, Ge Yu
Approximate Order-Sensitive k-NN Queries over Correlated High-Dimensional Data. IEEE Trans. Knowl. Data Eng. 30 (11) (2018)
Borui Cai, Guangyan Huang, Yong Xiang, Jing He, Guang-Li Huang, Ke Deng, Xiangmin Zhou
Clustering of Multiple Density Peaks. PAKDD (3) (2018)
Dong Qin, Xiangmin Zhou, Weiyi Zhou, Guangyan Huang, Yongli Ren, Ben Horan, Jing He, Naoki Kito
MSIM: A change detection framework for damage assessment in natural disasters. Expert Syst. Appl. 97 (2018)
Naoki Kito, Xiangmin Zhou, Dong Qin, Yongli Ren, Xiuzhen Zhang, James A. Thom
Change Detection from Media Sharing Community. APWeb/WAIM (1) (2017)
Xiangmin Zhou, Lei Chen, Yanchun Zhang, Dong Qin, Longbing Cao, Guangyan Huang, Chen Wang
Enhancing online video recommendation using social user interactions. VLDB J. 26 (5) (2017)
Tianyi Li, Yu Gu, Xiangmin Zhou, Qian Ma, Ge Yu
An Effective and Efficient Truth Discovery Framework over Data Streams. EDBT (2017)
Shuiqiao Yang, Guangyan Huang, Yang Xiang, Xiangmin Zhou, Chi-Hung Chi
Modeling User Preferences on Spatiotemporal Topics for Point-of-Interest Recommendation. SCC (2017)
Dandan Sha, Daling Wang, Xiangmin Zhou, Shi Feng, Yifei Zhang, Ge Yu
An Approach for Clothing Recommendation Based on Multiple Image Attributes. WAIM (1) (2016)
Lishan Cui, Xiuzhen Zhang, Xiangmin Zhou, Flora D. Salim
Topical Event Detection on Twitter. ADC (2016)
Guangyan Huang, Jing He, Wanlei Zhou, Guang-Li Huang, Limin Guo, Xiangmin Zhou, Feiyi Tang
Discovery of stop regions for understanding repeat travel behaviors of moving objects. J. Comput. Syst. Sci. 82 (4) (2016)
Wen Qu, Xiangmin Zhou, Daling Wang, Shi Feng, Yifei Zhang, Ge Yu
Intermediate Semantics Based Distance Metric Learning for Video Annotation and Similarity Measurements. WISE (1) (2016)
Xiangmin Zhou, Lei Chen, Yanchun Zhang, Longbing Cao, Guangyan Huang, Chen Wang
Online Video Recommendation in Sharing Community. SIGMOD Conference (2015)
Athman Bouguettaya, Qi Yu, Xumin Liu, Xiangmin Zhou, Andy Song
Efficient agglomerative hierarchical clustering. Expert Syst. Appl. 42 (5) (2015)
Xiangmin Zhou, Lei Chen
Event detection over twitter social media streams. VLDB J. 23 (3) (2014)
Xiangmin Zhou, Lei Chen
ASVTDECTOR: A practical near duplicate video retrieval system. ICDE (2013)
Chen Wang, Meng Meng, Xiangmin Zhou, Rajiv Ranjan
A Social Network Based Collaborative Video Story Composition Platform. ICSOC Workshops (2013)
Xiangmin Zhou, Xiaofang Zhou, Lei Chen, Athman Bouguettaya
Efficient subsequence matching over large video databases. VLDB J. 21 (4) (2012)
Dimitrios Georgakopoulos, Rajiv Ranjan, Karan Mitra, Xiangmin Zhou
MediaWise - Designing a Smart Media Cloud CoRR (2012)
Xiangmin Zhou, Lei Chen, Xiaofang Zhou
Structure Tensor Series-Based Large Scale Near-Duplicate Video Retrieval. IEEE Trans. Multim. 14 (4) (2012)
Daniel Burke, Xiangmin Zhou, V. Rotty, Vamsi Konchada, Yunhe Shen, Badrinath Konety, Robert M. Sweet
Web-Accessible Interactive Software of 3D Anatomy Representing Pathophysiological Conditions to Enhance the Patient-Consent Process for Procedures. MMVR (2011)
Yunhe Shen, Vamsi Konchada, Nan Zhang, Saurabh Jain, Xiangmin Zhou, Daniel Burke, Carson Wong, Culley Carson, Claus Roehrborn, Robert M. Sweet
Laser Surgery Simulation Platform: Toward Full-Procedure Training and Rehearsal for Benign Prostatic Hyperplasia (BPH) Therapy. MMVR (2011)
Xiangmin Zhou, Lei Chen, Xiaofang Zhou
Structure tensor series-based matching for near-duplicate video retrieval. ACM Multimedia (2011)
Xiangmin Zhou, Nan Zhang, Yunhe Shen, Daniel Burke, Vamsi Konchada, Robert M. Sweet
Phenomenological Model of Laser-Tissue Interaction with Application to Benign Prostatic Hyperplasia (BPH) Simulation. MMVR (2011)
Xiangmin Zhou, Xiaofang Zhou, Lei Chen, Yanfeng Shu, Athman Bouguettaya, John A. Taylor
Adaptive Subspace Symbolization for Content-Based Video Detection. IEEE Trans. Knowl. Data Eng. 22 (10) (2010)
Nan Zhang, Xiangmin Zhou, Yunhe Shen, Robert M. Sweet
Volumetric Modeling in Laser BPH Therapy Simulation. IEEE Trans. Vis. Comput. Graph. 16 (6) (2010)
Xiangmin Zhou, Lei Chen
Monitoring near duplicates over video streams. ACM Multimedia (2010)
Xiangmin Zhou, Xiaofang Zhou, Lei Chen, Athman Bouguettaya, Nong Xiao, John A. Taylor
An Efficient Near-Duplicate Video Shot Detection Method Using Shot-Based Interest Points. IEEE Trans. Multim. 11 (5) (2009)
Xiangmin Zhou, Xiaofang Zhou, Athman Bouguettaya, John A. Taylor
A Subspace Symbolization Approach to Content-Based Video Search. ICDE (2009)
Xiangmin Zhou, Nan Zhang, Desong Sha, Yunhe Shen, Kumar K. Tamma, Robert M. Sweet
A Discrete Mechanics Framework for Real Time Virtual Surgical Simulations with Application to Virtual Laparoscopic Nephrectomy. MMVR (2009)
Yijun Li, Dianqing Zhang, Xiangmin Zhou, Jesse S. Jin
A Confidence Based Recognition System for TV Commercial Extraction. ADC (2008)
Yunhe Shen, Xiangmin Zhou, Nan Zhang, Kumar K. Tamma, Robert M. Sweet
Realistic Soft Tissue Deformation Strategies for Real Time Surgery Simulation. MMVR (2008)
Heng Tao Shen, Xiaofang Zhou, Zi Huang, Jie Shao, Xiangmin Zhou
UQLIPS: A Real-time Near-duplicate Video Clip Detection System. VLDB (2007)
Guoren Wang, Xiangmin Zhou, Bin Wang, Baiyou Qiao, Donghong Han
A hyperplane based indexing technique for high-dimensional data. Inf. Sci. 177 (11) (2007)
Xiangmin Zhou, Xiaofang Zhou, Heng Tao Shen
Efficient Similarity Search by Summarization in Large Video Database. ADC (2007)
Xiangmin Zhou, Xiaofang Zhou, Heng Tao Shen
A New Similarity Measure for Near Duplicate Video Clip Detection. APWeb/WAIM (2007)
Nan Zhang, Xiangmin Zhou, Desong Sha, Xiaoru Yuan, Kumar K. Tamma, Baoquan Chen
Integrating Mesh and Meshfree Methods for Physics-Based Fracture and Debris Cloud Simulation. PBG@SIGGRAPH (2006)
Yu Zhang, Xiangmin Zhou, Yiyue Gao
Optimizing the Data Intensive Mediator-Based Web Services Composition. APWeb (2006)
Xiangmin Zhou, Guoren Wang, Xiaofang Zhou, Ge Yu
-Tree: A Hyperplane-Based Index Method for High-Dimensional Metric Spaces. DASFAA (2005)
Guoren Wang, Xiangmin Zhou, Bin Wang, Baiyou Qiao, Donghong Han
MK-tree: An Effective Access Method for Indexing High Dimensional Data. J. Digit. Inf. Manag. 3 (4) (2005)
Xiangmin Zhou, Guoren Wang, Jeffrey Xu Yu, Ge Yu
M+-tree : A New Dynamical Multidimensional Index for Metric Spaces. ADC (2003)