Junhua Fang

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 86

Top Topics

Stream Processing

Top Venues

Publications

Yang Wu, Junhua Fang, Wei Chen, Pengpeng Zhao, Lei Zhao
Safety: A spatial and feature mixed outlier detection method for big trajectory data. Inf. Process. Manag. 61 (2) (2024)
Shan Lei, Huanhuan Yuan, Pengpeng Zhao, Jianfeng Qu, Junhua Fang, Guanfeng Liu, Victor S. Sheng
Improving graph collaborative filtering with multimodal-side-information-enriched contrastive learning. J. Intell. Inf. Syst. 62 (1) (2024)
Chao Long, Huanhuan Yuan, Junhua Fang, Xuefeng Xian, Guanfeng Liu, Victor S. Sheng, Pengpeng Zhao
Learning Global and Multi-granularity Local Representation with MLP for Sequential Recommendation. ACM Trans. Knowl. Discov. Data 18 (4) (2024)
Jing Zhao, Jiajie Xu, Yuan Xu, Junhua Fang, Pingfu Chao, Xiaofang Zhou
CCML: Curriculum and Contrastive Learning Enhanced Meta-Learner for Personalized Spatial Trajectory Prediction. IEEE Trans. Knowl. Data Eng. 36 (9) (2024)
Hailun Zhou, Junhua Fang, Pingfu Chao, Jianfeng Qu, Ruoqian Zhang
PopGR: Popularity reweighting for debiasing in group recommendation. World Wide Web (WWW) 27 (4) (2024)
Chunhui Feng, Junhua Fang, Yue Xia, Pingfu Chao, Pengpeng Zhao, Jiajie Xu, Xiaofang Zhou
Ocean: Online Clustering and Evolution Analysis for Dynamic Streaming Data. ICDE (2024)
Jiawei Hong, Wen Yang, Pingfu Chao, Junhua Fang
GroupMO: a memory-augmented meta-optimized model for group recommendation. World Wide Web (WWW) 27 (3) (2024)
Yongjing Hao, Pengpeng Zhao, Junhua Fang, Jianfeng Qu, Guanfeng Liu, Fuzhen Zhuang, Victor S. Sheng, Xiaofang Zhou
Meta-Optimized Joint Generative and Contrastive Learning for Sequential Recommendation. ICDE (2024)
Yongjing Hao, Pengpeng Zhao, Junhua Fang, Jianfeng Qu, Guanfeng Liu, Fuzhen Zhuang, Victor S. Sheng, Xiaofang Zhou
Meta-optimized Joint Generative and Contrastive Learning for Sequential Recommendation. CoRR (2023)
Bo Yu, Xiyang Li, Junhua Fang, Chong Tai, Wanjun Cheng, Jiajie Xu
Memory-augmented meta-learning framework for session-based target behavior recommendation. World Wide Web (WWW) 26 (1) (2023)
Tongyue Shi, Zhilong Zhang, Wentie Liu, Junhua Fang, Jianguo Hao, Shuai Jin, Huiying Zhao, Guilan Kong
Identifying Subgroups of ICU Patients Using End-to-End Multivariate Time-Series Clustering Algorithm Based on Real-World Vital Signs Data. CoRR (2023)
Xinyu Du, Huanhuan Yuan, Pengpeng Zhao, Junhua Fang, Guanfeng Liu, Yanchi Liu, Victor S. Sheng, Xiaofang Zhou
Contrastive Enhanced Slide Filter Mixer for Sequential Recommendation. CoRR (2023)
Xiuyuan Qin, Huanhuan Yuan, Pengpeng Zhao, Junhua Fang, Fuzhen Zhuang, Guanfeng Liu, Yanchi Liu, Victor S. Sheng
Meta-optimized Contrastive Learning for Sequential Recommendation. CoRR (2023)
Xiuyuan Qin, Huanhuan Yuan, Pengpeng Zhao, Junhua Fang, Fuzhen Zhuang, Guanfeng Liu, Yanchi Liu, Victor S. Sheng
Meta-optimized Contrastive Learning for Sequential Recommendation. SIGIR (2023)
Ruoyu Leng, Chunhui Feng, Chenxi Hao, Pingfu Chao, Junhua Fang
PaTraS: A Path-Preserving Trajectory Simplification Method for Low-Loss Map Matching. APWeb/WAIM (3) (2023)
Yang Wu, Junhua Fang, Pingfu Chao, Zhicheng Pan, Wei Chen, Lei Zhao
Towards Adaptive Continuous Trajectory Clustering Over a Distributed Web Data Stream. J. Web Eng. 22 (1) (2023)
Yue Xia, Junhua Fang, Pingfu Chao, Zhicheng Pan, Jedi S. Shang
Cost-effective and adaptive clustering algorithm for stream processing on cloud system. GeoInformatica 27 (1) (2023)
Xinyu Du, Huanhuan Yuan, Pengpeng Zhao, Junhua Fang, Guanfeng Liu, Yanchi Liu, Victor S. Sheng, Xiaofang Zhou
Contrastive Enhanced Slide Filter Mixer for Sequential Recommendation. ICDE (2023)
Junhua Fang, Zonglei Zhang
A Distributed Spatial Index With High Update Efficiency for Location-Based Real-Time Services. J. Database Manag. 34 (1) (2023)
Juntian Shi, Zhicheng Pan, Junhua Fang, Pingfu Chao
RUTOD: real-time urban traffic outlier detection on streaming trajectory. Neural Comput. Appl. 35 (5) (2023)
Weijie Shi, Jiajie Xu, Junhua Fang, Pingfu Chao, An Liu, Xiaofang Zhou
LHMM: A Learning Enhanced HMM Model for Cellular Trajectory Map Matching. ICDE (2023)
Pengfei Li, Junhua Fang, Wei Chen, An Liu, Pingfu Chao
Adversarial Spatial-Temporal Graph Network for Traffic Speed Prediction with Missing Values. DASFAA (1) (2023)
Jinyi Zhao, Junhua Fang, Pingfu Chao, Bo Ning, Ruoqian Zhang
GC-TripRec: Graph contextualized generative network with adversarial learning for trip recommendation. World Wide Web (WWW) 26 (5) (2023)
Pengrui Ren, Tianyu Xu, Jianfeng Qu, Yu Sang, Zhixu Li, Junhua Fang, Pengpeng Zhao, Guilin Ma
Tuning N-ary relation extraction as Machine Reading Comprehension. Neurocomputing 562 (2023)
Zhicheng Pan, Pingfu Chao, Junhua Fang, Wei Chen, Jiajie Xu, Lei Zhao
Garden: a real-time processing framework for continuous top-k trajectory similarity search. Knowl. Inf. Syst. 65 (9) (2023)
Zheng Chen, Junhua Fang, Pingfu Chao, Pengpeng Zhao, Jiajie Xu, Lei Zhao
MoviNet: A novel network for cross-modal map extraction by vision transformer and CNN. Knowl. Based Syst. 278 (2023)
Chunhui Feng, Zhicheng Pan, Junhua Fang, Pingfu Chao, An Liu, Lei Zhao
A Learning-Based Approach for Multi-scenario Trajectory Similarity Search. WISE (2022)
Zheng Chen, Junhua Fang, Pingfu Chao, Jianfeng Qu, Pengpeng Zhao, Jiajie Xu
Conats: A Novel Framework for Cross-Modal Map Extraction. WISE (2022)
Lifu Chen, Junhua Fang, Pingfu Chao, An Liu, Pengpeng Zhao
Online Social Event Detection via Filtering Strategy Graph Neural Network. ICWE (2022)
Lifu Chen, Junhua Fang, Pingfu Chao, An Liu, Pengpeng Zhao
Rumor Detection in Social Network via Influence Based on Bi-directional Graph Convolutional Network. WISE (2022)
Jiachun Tao, Liang Chen, Junhua Fang
A novel real-time trajectory compression method for privacy protection. DSAA (2022)
Yuan Xu, Jiajie Xu, Junhua Fang, An Liu, Lei Zhao
When Multitask Learning Make a Difference: Spatio-Temporal Joint Prediction for Cellular Trajectories. DASFAA (1) (2022)
Jiachun Tao, Zhicheng Pan, Junhua Fang, Pingfu Chao, Pengpeng Zhao, Jiajie Xu
Misty: Microservice-Based Streaming Trajectory Similarity Search. ICSOC (2022)
Yan Zhao, Kai Zheng, Hongzhi Yin, Guanfeng Liu, Junhua Fang, Xiaofang Zhou
Preference-Aware Task Assignment in Spatial Crowdsourcing: From Individuals to Groups. IEEE Trans. Knowl. Data Eng. 34 (7) (2022)
Yang Wu, Zhicheng Pan, Pingfu Chao, Junhua Fang, Wei Chen, Lei Zhao
Lunatory: A Real-Time Distributed Trajectory Clustering Framework for Web Big Data. ICWE (2022)
Chunhui Feng, Zhicheng Pan, Junhua Fang, Jiajie Xu, Pengpeng Zhao, Lei Zhao
Trajectory Similarity Query. CIKM (2022)
Bo Yu, Ruoqian Zhang, Wei Chen, Junhua Fang
Graph neural network based model for multi-behavior session-based recommendation. GeoInformatica 26 (2) (2022)
Yaxing Fang, Pengpeng Zhao, Xuefeng Xian, Junhua Fang, Guanfeng Liu, Yanchi Liu, Victor S. Sheng
Quaternion-Based Graph Contrastive Learning for Recommendation. IJCNN (2022)
Pengfei Li, Junhua Fang, Pingfu Chao, Pengpeng Zhao, An Liu, Lei Zhao
JS-STDGN: A Spatial-Temporal Dynamic Graph Network Using JS-Graph for Traffic Prediction. DASFAA (1) (2022)
Xiaotong Wang, Chunxi Zhang, Junhua Fang, Rong Zhang, Weining Qian, Aoying Zhou
A comprehensive study on fault tolerance in stream processing systems. Frontiers Comput. Sci. 16 (2) (2022)
Shuhan Wan, Detian Zhang, An Liu, Junhua Fang
Extra-Budget Aware Task Assignment in Spatial Crowdsourcing. WISE (1) (2021)
Fei Zhu, Shushu Liu, Junhua Fang, An Liu
Incentive-aware Task Location in Spatial Crowdsourcing. DASFAA (1) (2021)
Xinyu Chen, Jiajie Xu, Rui Zhou, Wei Chen, Junhua Fang, Chengfei Liu
TrajVAE: A Variational AutoEncoder model for trajectory generation. Neurocomputing 428 (2021)
Xiaowei Wang, An Liu, Shushu Liu, Junhua Fang, Jiajie Xu
Incentive Mechanism for Spatial Crowdsourcing Cooperation: A Fair Revenue Allocation Method. ICSOC (2021)
Liang Chen, Pingfu Chao, Junhua Fang, Wei Chen, Jiajie Xu, Lei Zhao
Disatra: A Real-Time Distributed Abstract Trajectory Clustering. WISE (1) (2021)
Junhua Fang, Rong Zhang, Yan Zhao, Kai Zheng, Xiaofang Zhou, Aoying Zhou
A-DSP: An Adaptive Join Algorithm for Dynamic Data Stream on Cloud System. IEEE Trans. Knowl. Data Eng. 33 (5) (2021)
Yu Wang, An Liu, Junhua Fang, Jianfeng Qu, Lei Zhao
ADQ-GNN: Next POI Recommendation by Fusing GNN and Area Division with Quadtree. WISE (2) (2021)
Pu Wang, Wei Chen, Jinjing Huang, Yuyang Wei, Junhua Fang, Lei Zhao
Location prediction for facility placement by incorporating multi-characteristic information. Intell. Data Anal. 25 (5) (2021)
Yao Lv, Jiajie Xu, Rui Zhou, Junhua Fang, Chengfei Liu
SSRGAN: A Generative Adversarial Network for Streaming Sequential Recommendation. DASFAA (3) (2021)
Shangfei Zheng, Wei Chen, Pengpeng Zhao, An Liu, Junhua Fang, Lei Zhao
When Hardness Makes a Difference: Multi-Hop Knowledge Graph Reasoning over Few-Shot Relations. CIKM (2021)
Anjing Luo, Pengpeng Zhao, Yanchi Liu, Fuzhen Zhuang, Deqing Wang, Jiajie Xu, Junhua Fang, Victor S. Sheng
Collaborative Self-Attention Network for Session-based Recommendation. IJCAI (2020)
Junhua Fang, Jiafeng Ding, Pengpeng Zhao, Jiajie Xu, An Liu, Zhixu Li
Distributed and parallel processing for real-time and dynamic spatio-temporal graph. World Wide Web 23 (2) (2020)
Hao Zhou, Yan Zhao, Junhua Fang, Xuanhao Chen, Kai Zeng
Hybrid route recommendation with taxi and shared bicycles. Distributed Parallel Databases 38 (3) (2020)
Xinyu Chen, Jiajie Xu, Rui Zhou, Pengpeng Zhao, Chengfei Liu, Junhua Fang, Lei Zhao
R-tree: a pivot-based indexing structure for semantic-aware spatial keyword search. GeoInformatica 24 (1) (2020)
Wei Chen, Weiqing Wang, Hongzhi Yin, Junhua Fang, Lei Zhao
User Account Linkage Across Multiple Platforms with Location Data. J. Comput. Sci. Technol. 35 (4) (2020)
Dalei Zhang, Qiang Yang, Zhixu Li, Junhua Fang, Ying He, Xin Zheng, Zhigang Chen
Tail Entity Recognition and Linking for Knowledge Graphs. APWeb/WAIM (1) (2020)
Jiacheng Ni, Pengpeng Zhao, Jiajie Xu, Junhua Fang, Zhixu Li, Xuefeng Xian, Zhiming Cui, Victor S. Sheng
Spatio-Temporal Self-Attention Network for Next POI Recommendation. APWeb/WAIM (1) (2020)
Ying Li, Jia-Jie Xu, Pengpeng Zhao, Junhua Fang, Wei Chen, Lei Zhao
ATLRec: An Attentional Adversarial Transfer Learning Network for Cross-Domain Recommendation. J. Comput. Sci. Technol. 35 (4) (2020)
Jiayu Song, Jiajie Xu, Xinghong Ling, Junhua Fang, Rui Zhou, Chengfei Liu
C2TTE: Cross-city Transfer Based Model for Travel Time Estimation. DASFAA (1) (2020)
Xiaotong Wang, Cheng Jiang, Junhua Fang, Ke Shu, Rong Zhang, Weining Qian, Aoying Zhou
Evaluating Fault Tolerance of Distributed Stream Processing Systems. APWeb/WAIM (2) (2020)
Xingwei Zhu, Pengpeng Zhao, Jiajie Xu, Junhua Fang, Lei Zhao, Xuefeng Xian, Zhiming Cui, Victor S. Sheng
Knowledge Graph Attention Network Enhanced Sequential Recommendation. APWeb/WAIM (1) (2020)
Yanghong Wu, Pengpeng Zhao, Yanchi Liu, Victor S. Sheng, Junhua Fang, Fuzhen Zhuang
Vector-Level and Bit-Level Feature Adjusted Factorization Machine for Sparse Prediction. DASFAA (1) (2020)
Jiafeng Ding, Junhua Fang, Pingfu Chao, Jiajie Xu, Pengpeng Zhao, Lei Zhao
A Distributed Framework for Online Stream Data Clustering. ICA3PP (1) (2020)
Zhicheng Pan, Pingfu Chao, Junhua Fang, Wei Chen, Zhixu Li, An Liu
TraSP: A General Framework for Online Trajectory Similarity Processing. WISE (1) (2020)
Junhua Fang, Pingfu Chao, Rong Zhang, Xiaofang Zhou
Integrating workload balancing and fault tolerance in distributed stream processing system. World Wide Web 22 (6) (2019)
Jiafeng Ding, Junhua Fang, Zonglei Zhang, Pengpeng Zhao, Jiajie Xu, Lei Zhao
Real-Time Trajectory Similarity Processing Using Longest Common Subsequence. HPCC/SmartCity/DSS (2019)
Jiapeng Li, Wei Chen, Binbin Gu, Junhua Fang, Zhixu Li, Lei Zhao
Measuring Semantic Relatedness with Knowledge Association Network. DASFAA (1) (2019)
Xiaojie Chen, Pengpeng Zhao, Yanchi Liu, Lei Zhao, Junhua Fang, Victor S. Sheng, Zhiming Cui
Exploiting Aesthetic Features in Visual Contents for Movie Recommendation. IEEE Access 7 (2019)
Chengfeng Xu, Pengpeng Zhao, Yanchi Liu, Victor S. Sheng, Jiajie Xu, Fuzhen Zhuang, Junhua Fang, Xiaofang Zhou
Graph Contextualized Self-Attention Network for Session-based Recommendation. IJCAI (2019)
Yongye Qian, Pengpeng Zhao, Zhixu Li, Junhua Fang, Lei Zhao, Victor S. Sheng, Zhiming Cui
Interaction Graph Neural Network for News Recommendation. WISE (2019)
Binbin Che, Pengpeng Zhao, Junhua Fang, Lei Zhao, Victor S. Sheng, Zhiming Cui
Inter-Basket and Intra-Basket Adaptive Attention Network for Next Basket Recommendation. IEEE Access 7 (2019)
Chenpeng Fu, Zhixu Li, Qiang Yang, Zhigang Chen, Junhua Fang, Pengpeng Zhao, Jiajie Xu
Multiple Interaction Attention Model for Open-World Knowledge Graph Completion. WISE (2019)
Junhua Fang, Pengpeng Zhao, An Liu, Zhixu Li, Lei Zhao
Scalable and Adaptive Joins for Trajectory Data in Distributed Stream System. J. Comput. Sci. Technol. 34 (4) (2019)
Jian Liu, Pengpeng Zhao, Yanchi Liu, Jiajie Xu, Junhua Fang, Lei Zhao, Victor S. Sheng, Zhiming Cui
Attention and Convolution Enhanced Memory Network for Sequential Recommendation. DASFAA (2) (2019)
Tingting Zhang, Pengpeng Zhao, Yanchi Liu, Jiajie Xu, Junhua Fang, Lei Zhao, Victor S. Sheng, Zhiming Cui
AdaCML: Adaptive Collaborative Metric Learning for Recommendation. DASFAA (2) (2019)
Jiajie Xu, Jing Chen, Rui Zhou, Junhua Fang, Chengfei Liu
On workflow aware location-based service composition for personal trip planning. Future Gener. Comput. Syst. 98 (2019)
Zonglei Zhang, Junhua Fang, Wei Chen, Detian Zhang, An Liu, Zhixu Li
QBS-Tree: A Spatial Index with High Update Efficiency for Real-Time Processing System. HPCC/SmartCity/DSS (2019)
Junhua Fang, Rong Zhang, Tom Z. J. Fu, Zhenjie Zhang, Aoying Zhou, Xiaofang Zhou
Distributed Stream Rebalance for Stateful Operator Under Workload Variance. IEEE Trans. Parallel Distributed Syst. 29 (10) (2018)
Xiaotong Wang, Cheng Jiang, Junhua Fang, Xiangfeng Wang, Rong Zhang
AdaptMX: Flexible Join-Matrix Streaming System for Distributed Theta-Joins. DASFAA (2) (2018)
Lingjiao Lu, Junhua Fang, Pengpeng Zhao, Jiajie Xu, Hongzhi Yin, Lei Zhao
Eliminating Temporal Conflicts in Uncertain Temporal Knowledge Graphs. WISE (1) (2018)
Xiaotong Wang, Junhua Fang, Yuming Li, Rong Zhang, Aoying Zhou
Cost-Effective Data Partition for Distributed Stream Processing System. DASFAA (2) (2017)
Junhua Fang, Rong Zhang, Xiaotong Wang, Aoying Zhou
Distributed stream join under workload variance. World Wide Web 20 (5) (2017)
Junhua Fang, Rong Zhang, Tom Z. J. Fu, Zhenjie Zhang, Aoying Zhou, Junhua Zhu
Parallel Stream Processing Against Workload Skewness and Variance. HPDC (2017)
Junhua Fang, Xiaotong Wang, Rong Zhang, Aoying Zhou
Flexible and Adaptive Stream Join Algorithm. APWeb (2) (2016)
Junhua Fang, Rong Zhang, Tom Z. J. Fu, Zhenjie Zhang, Aoying Zhou, Junhua Zhu
Parallel Stream Processing Against Workload Skewness and Variance. CoRR (2016)
Junhua Fang, Rong Zhang, Xiaotong Wang, Tom Z. J. Fu, Zhenjie Zhang, Aoying Zhou
Cost-Effective Stream Join Algorithm on Cloud System. CIKM (2016)
Pingfu Chao, Zhu Gao, Yuming Li, Junhua Fang, Rong Zhang, Aoying Zhou
Random-Based Algorithm for Efficient Entity Matching. APWeb (2015)
Pingfu Chao, Yuming Li, Zhu Gao, Junhua Fang, Xiaofeng He, Rong Zhang
SEMI: A Scalable Entity Matching System Based on MapReduce. ADC (2015)
Pingfu Chao, Zhu Gao, Yuming Li, Junhua Fang, Rong Zhang, Aoying Zhou
Efficient MapReduce-Based Method for Massive Entity Matching. WAIM (2015)