Jian Cao

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 143

Top Venues

ICWS

CoRR

IEEE Trans. Serv. Comput.

ChineseCSCW (1)

Publications

Wei Guan, Jian Cao, Yang Gu, Shiyou Qian
GAMA: A multi-graph-based anomaly detection framework for business processes via graph neural networks. Inf. Syst. 124 (2024)
Wei Guan, Jian Cao, Haiyan Zhao, Yang Gu, Shiyou Qian
WAKE: A Weakly Supervised Business Process Anomaly Detection Framework via a Pre-Trained Autoencoder. IEEE Trans. Knowl. Data Eng. 36 (6) (2024)
Yao Wu, Jian Cao, Guandong Xu
FASTER: A Dynamic Fairness-assurance Strategy for Session-based Recommender Systems. ACM Trans. Inf. Syst. 42 (1) (2024)
Qin Hua, Dingyu Yang, Shiyou Qian, Jian Cao, Guangtao Xue, Minglu Li
Humas: A Heterogeneity- and Upgrade-aware Microservice Auto-scaling Framework in Large-scale Data Centers. CoRR (2024)
Yao Wu, Jian Cao, Guandong Xu
Fairness in Recommender Systems: Evaluation Approaches and Assurance Strategies. ACM Trans. Knowl. Discov. Data 18 (1) (2024)
Wei Guan, Jian Cao, Jianqi Gao, Haiyan Zhao, Shiyou Qian
DABL: Detecting Semantic Anomalies in Business Processes Using Large Language Models. CoRR (2024)
Jiaang Duan, Shiyou Qian, Dingyu Yang, Hanwen Hu, Jian Cao, Guangtao Xue
MOPAR: A Model Partitioning Framework for Deep Learning Inference Services on Serverless Platforms. CoRR (2024)
Zhengyu Liao, Shiyou Qian, Zhonglong Zheng, Jiange Zhang, Jian Cao, Guangtao Xue, Minglu Li
PT-Tree: A Cascading Prefix Tuple Tree for Packet Classification in Dynamic Scenarios. IEEE/ACM Trans. Netw. 32 (1) (2024)
Dingyu Yang, Kangpeng Zheng, Shiyou Qian, Jian Cao, Guangtao Xue
Mitigating Interference of Microservices with a Scoring Mechanism in Large-scale Clusters. CoRR (2024)
Wenjuan Li, Qifei Zhang, Shuiguang Deng, Bin Zhou, Ben Wang, Jian Cao
Q-Learning Improved Lightweight Consensus Algorithm for Blockchain-Structured Internet of Things. IEEE Internet Things J. 11 (2) (2024)
Yongpeng Dong, Shiyou Qian, Wanghua Shi, Junshen Li, Jian Cao, Guangtao Xue
OEM: An operation-aware event matching algorithm for content-based Pub/Sub systems. Comput. Networks 250 (2024)
Yang Gu, Jian Cao, Shiyou Qian, Nengjun Zhu, Wei Guan
MANSOR: A module alignment method based on neighbor information for scientific workflow. Concurr. Comput. Pract. Exp. 36 (10) (2024)
Dingyu Yang, Ziyang Xiao, Dongxiang Zhang, Shuhao Zhang, Jian Cao, Gang Chen
PREACT: Predictive Resource Allocation for Bursty Workloads in a Co-located Data Center. ICPP (2024)
Yang Gu, Jian Cao, Jinghua Tang, Shiyou Qian, Wei Guan
SWARM: A Scientific Workflow Fragments Recommendation Approach via Contrastive Learning and Semantic Matching. ICSOC (2) (2023)
Yongpeng Dong, Shiyou Qian, Wanghua Shi, Jian Cao, Guangtao Xue
EEM: An elastic event matching framework for content-based publish/subscribe systems. Comput. Networks 232 (2023)
Weidong Zhu, Shiyou Qian, Jiawei Xu, Guangtao Xue, Jian Cao, Yanmin Zhu, Wenjuan Li
Lap: A latency-aware parallelism framework for content-based publish/subscribe systems. Concurr. Comput. Pract. Exp. 35 (17) (2023)
Chengshan Yan, Shanshan Feng, Jian Cao, Yan Yao, Huaxiang Zhang
User Preference Learning based on Automatic Environment Classification for General Debiasing in Recommendation Systems. ICDM (Workshops) (2023)
Qin Hua, Hanwen Hu, Shiyou Qian, Dingyu Yang, Jian Cao
Bi-GAE: A Bidirectional Generative Auto-Encoder. J. Comput. Sci. Technol. 38 (3) (2023)
Qing Qi, Shitong Shen, Jian Cao, Wei Guan, Shiyu Gan
TGPPN: A Transformer and Graph Neural Network Based Point Process Network Model. ChineseCSCW (1) (2023)
Haiyan Zhao, Ping Zhou, Jian Cao, Nengjun Zhu
FRS4CPP: A Fair Recommendation Strategy Considering Interests of Users, Providers and Platform. ChineseCSCW (1) (2023)
Nengjun Zhu, Lingdan Sun, Jian Cao, Xinjiang Lu, Runtong Li
Enhancing Next-Item Recommendation Through Adaptive User Group Modeling. J. Soc. Comput. 4 (2) (2023)
Qing Qi, Jian Cao
METHODS: A meta-path-based method for heterogeneous community detection in the open source software ecosystem. Inf. Softw. Technol. 162 (2023)
Xiaogang Wang, Jian Cao, Rajkumar Buyya
Adaptive Cloud Bundle Provisioning and Multi-Workflow Scheduling via Coalition Reinforcement Learning. IEEE Trans. Computers 72 (4) (2023)
Qing Qi, Jian Cao
GAT-Team: A Team Recommendation Model for Open-Source Software Projects. SEKE (2023)
Wei Liang, Wanghua Shi, Zhengyu Liao, Shiyou Qian, Zhonglong Zheng, Jian Cao, Guangtao Xue
BOP: A Bitset-based Optimization Paradigm for Content-based Event Matching Algorithms (S). SEKE (2023)
Hanwen Hu, Shiyou Qian, Jingchao Ouyang, Jian Cao, Han Han, Jie Wang, Yirong Chen
AMM: An Adaptive Online Map Matching Algorithm. IEEE Trans. Intell. Transp. Syst. 24 (5) (2023)
Qin Hua, Dingyu Yang, Shiyou Qian, Hanwen Hu, Jian Cao, Guangtao Xue
KAE-Informer: A Knowledge Auto-Embedding Informer for Forecasting Long-Term Workloads of Microservices. WWW (2023)
Wei Guan, Jian Cao, Yang Gu, Shiyou Qian
GRASPED: A GRU-AE Network Based Multi-Perspective Business Process Anomaly Detection Model. IEEE Trans. Serv. Comput. 16 (5) (2023)
Yang Gu, Jian Cao, Yuan Guo, Shiyou Qian, Wei Guan
Plan, Generate and Match: Scientific Workflow Recommendation with Large Language Models. ICSOC (1) (2023)
Wenjuan Li, Jian Cao, Bin Zhou, Shuiguang Deng, Qifei Zhang, Keyong Hu, Jing Li, Haili Zhao
Multi-cloud service provision based on decision tree and two-layer Restricted Monte Carlo Tree Search. Internet Things 22 (2023)
Xin Dong, Ruize Wu, Chao Xiong, Hai Li, Lei Cheng, Yong He, Shiyou Qian, Jian Cao, Linjian Mo
GDOD: Effective Gradient Descent using Orthogonal Decomposition for Multi-Task Learning. CoRR (2023)
Jian Cao, Naixuan Wang, Shiyou Qian, Wei Guan
When to Invoke a Prediction Service for Business Process Monitoring? IEEE Trans. Serv. Comput. 16 (4) (2023)
Wei Guan, Jian Cao, Yang Gu, Shiyou Qian
AIMED: An automatic and incremental approach for business process model repair under concept drift. Inf. Syst. 119 (2023)
Meng Xun, Yan Yao, Jiguo Yu, Huihui Zhang, Shanshan Feng, Jian Cao
Deep Reinforcement Learning for Delay and Energy-Aware Task Scheduling in Edge Clouds. ChineseCSCW (1) (2023)
Jian Cao, Chi Wang, Wei Guan, Shiyou Qian, Haiyan Zhao
Remaining Time Prediction for Collaborative Business Processes with Privacy Preservation. ICSOC (2) (2023)
Bohan Jia, Jian Cao, Shiyou Qian, Nengjun Zhu, Xin Dong, Liang Zhang, Lei Cheng, Linjian Mo
SMONE: A Session-based Recommendation Model Based on Neighbor Sessions with Similar Probabilistic Intentions. ACM Trans. Knowl. Discov. Data 17 (8) (2023)
Yang Gu, Jian Cao, Shiyou Qian, Wei Guan
SWORTS: A Scientific Workflow Retrieval Approach by Learning Textual and Structural Semantics. IEEE Trans. Serv. Comput. 16 (6) (2023)
Nengjun Zhu, Jian Cao, Xinjiang Lu, Chuanren Liu, Hao Liu, Yanyan Li, Xiangfeng Luo, Hui Xiong
Predicting a Person's Next Activity Region with a Dynamic Region-Relation-Aware Graph Neural Network. ACM Trans. Knowl. Discov. Data 16 (6) (2022)
Xin Dong, Ruize Wu, Chao Xiong, Hai Li, Lei Cheng, Yong He, Shiyou Qian, Jian Cao, Linjian Mo
GDOD: Effective Gradient Descent using Orthogonal Decomposition for Multi-Task Learning. CIKM (2022)
Qi Gu, Jian Cao, Yancen Liu
CSBR: A Compositional Semantics-Based Service Bundle Recommendation Approach for Mashup Development. IEEE Trans. Serv. Comput. 15 (6) (2022)
Yuan Sui, Shanshan Feng, Huaxiang Zhang, Jian Cao, Liang Hu, Nengjun Zhu
Causality-aware Enhanced Model for Multi-hop Question Answering over Knowledge Graphs. Knowl. Based Syst. 250 (2022)
Nengjun Zhu, Jieyun Huang, Jian Cao, Shanshan Feng
Learning User Embeddings Based on Long Short-Term User Group Modeling for Next-Item Recommendation. ChineseCSCW (2) (2022)
Nengjun Zhu, Jian Cao, Xinjiang Lu, Hui Xiong
Learning a Hierarchical Intent Model for Next-Item Recommendation. ACM Trans. Inf. Syst. 40 (2) (2022)
Junshen Li, Yufeng Deng, Shiyou Qian, Jian Cao, Guangtao Xue
Parallel Ensemble Matching Based on Subscription Partitioning for Content-Based Publish/Subscribe Systems. Int. J. Softw. Eng. Knowl. Eng. 32 (11&12) (2022)
Shiyou Qian, Bin Cheng, Jian Cao, Guangtao Xue, Yanmin Zhu, Jiadi Yu, Minglu Li, Tao Zhang
Detecting Taxi Trajectory Anomaly Based on Spatio-Temporal Relations. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Weidong Zhu, Yufeng Deng, Shiyou Qian, Jian Cao, Guangtao Xue
PEM: A Parallel Ensemble Matching Framework for Content-based Publish/Subscribe Systems. SEKE (2022)
Jian Cao, He Huang, Shiyou Qian
CLOSED: A Cloud-Edge Dynamic Collaborative Strategy for Complex Event Detection. ICWS (2022)
Hanwen Hu, Yirong Chen, Jingchao Ouyang, Shiyou Qian, Jian Cao, Han Han, Jie Wang, Michael D. Lepech
@ME: A Fine-grained Route Recommendation System to Grab Impatient Passengers. IJCNN (2022)
Xin Dong, Ruize Wu, Chao Xiong, Hai Li, Lei Cheng, Yong He, Shiyou Qian, Jian Cao, Linjian Mo
MASR: A Model-Agnostic Sparse Routing Architecture for Arbitrary Order Feature Sharing in Multi-Task Learning. CIKM (2022)
Qiqi Cai, Jian Cao, Shiyou Qian, Yirong Chen
DTFPRS: A Distributed Traffic Flow Prediction Framework Based on Road Segmentation. BESC (2022)
Qin Hua, Shiyou Qian, Dingyu Yang, Jianmei Guo, Jian Cao, Guangtao Xue, Minglu Li
Qore-DL: A QoS-aware joint optimization framework for distributed deep learning training. J. Syst. Archit. 130 (2022)
Yang Gu, Yingrui Feng, Heng Huang, Yu Tian, Jian Cao
RCPM: A Rule-Based Configurable Process Mining Method. ChineseCSCW (1) (2022)
Yan Yao, Jiguo Yu, Jian Cao, Zengguang Liu
Budget-Aware Scheduling for Hyperparameter Optimization Process in Cloud Environment. ICA3PP (3) (2021)
Wenjuan Li, Jiyi Wu, Jian Cao, Nan Chen, Qifei Zhang, Rajkumar Buyya
Blockchain-based trust management in cloud computing systems: a taxonomy, review and future directions. J. Cloud Comput. 10 (1) (2021)
Jian Cao, Yuchang Xu
To Wait or To Buy: A Recommendation Service for Airline Ticket Purchase Timing. ICWS (2021)
Chi Wang, Jian Cao
Interval-Based Remaining Time Prediction for Business Processes. ICSOC (2021)
Xiaogang Wang, Jian Cao, Dingyu Yang, Zhen Qin, Rajkumar Buyya
Online cloud resource prediction via scalable window waveform sampling on classified workloads. Future Gener. Comput. Syst. 117 (2021)
Yao Wu, Jian Cao, Guandong Xu, Yudong Tan
TFROM: A Two-sided Fairness-Aware Recommendation Model for Both Customers and Providers. SIGIR (2021)
Sha Jiang, Jian Cao, Qing Qi
Exploring Development-related Factors Affecting the Popularity of Open Source Software Projects. CSCWD (2021)
Jian Cao, Tingjie Jia, Shiyou Qian, Haiyan Zhao, Jie Wang
CBPCS: A Cache-block-based Service Process Caching Strategy to Accelerate the Execution of Service Processes. ACM Trans. Web 15 (1) (2021)
Zhengyu Liao, Shiyou Qian, Zhonglong Zheng, Jian Cao, Guangtao Xue, Minglu Li
BMTP: Combining Backward Matching with Tree-Based Pruning for Large-Scale Content-Based Pub/Sub Systems. ICA3PP (3) (2021)
Lingjia Li, Jian Cao, Qin Qi
Monitoring Negative Sentiment-Related Events in Open Source Software Projects. APSEC (2021)
Xiaogang Wang, Jian Cao, Yang Xiang
OSPN: Optimal Service Provisioning with Negotiation for Bag-of-Tasks Applications. IEEE Trans. Serv. Comput. 14 (1) (2021)
Yanhua Cao, Shiyou Qian, Weidong Zhu, Jian Cao, Guangtao Xue, Yanmin Zhu, Minglu Li
Online charging coordination of electric vehicles to optimize cost and smoothness. Pervasive Mob. Comput. 73 (2021)
Tianchen Ding, Shiyou Qian, Jian Cao, Guangtao Xue, Yanmin Zhu, Jiadi Yu, Minglu Li
MO-Tree: An Efficient Forwarding Engine for Spatiotemporal-Aware Pub/Sub Systems. IEEE Trans. Parallel Distributed Syst. 32 (4) (2021)
Chunhou Liu, Jian Cao, Yudong Tan, Shiyou Qian
CATS: A Cache Time-to-Live Setting Auto Adjustment Strategy for an Air Ticket Query Service. ChineseCSCW (1) (2021)
Shiyou Qian, Jiawei Xu, Jian Cao, Guangtao Xue, Junshen Li, Wenyi Zhang
Fat Topic: Improving Latency in Content-Based Publish/Subscribe Systems on Apache Kafka. WASA (1) (2021)
Carlos Pérez-Guerra, Jian Cao
Estimating Memory Retention Traces of Foreign Language Vocabulary from Reading Interaction Data. CSCWD (2021)
Hong Huang, Jian Cao, Qing Qi, Boxuan Zhao
DOCEM: A Domain-Embedding-Based Open-Source Community Event Monitoring Model. ChineseCSCW (2) (2021)
Yao Wu, Jian Cao, Guandong Xu, Yudong Tan
TFROM: A Two-sided Fairness-Aware Recommendation Model for Both Customers and Providers. CoRR (2021)
Wenjuan Li, Shihua Cao, Keyong Hu, Jian Cao, Rajkumar Buyya
Blockchain-Enhanced Fair Task Scheduling for Cloud-Fog-Edge Coordination Environments: Model and Algorithm. Secur. Commun. Networks 2021 (2021)
Tianchen Ding, Shiyou Qian, Jian Cao, Guangtao Xue, Minglu Li
SCSL: Optimizing Matching Algorithms to Improve Real-time for Content-based Pub/Sub Systems. IPDPS (2020)
Yao Wu, Jian Cao, Guandong Xu
FAST: A Fairness Assured Service Recommendation Strategy Considering Service Capacity Constraint. ICSOC (2020)
Yuan Yi, Jian Cao, Yudong Tan, Qiangqiang Nie, XiaoXi Lu
aDFR: An Attention-Based Deep Learning Model for Flight Ranking. WISE (2) (2020)
Zelin Liu, Jian Cao, Yudong Tan, Quan-Wu Xiao, Mukesh Prasad
Planning Above the API Clouds Before Flying Above the Clouds: A Real-Time Personalized Air Travel Planning Approach. Int. J. Parallel Program. 48 (1) (2020)
Nengjun Zhu, Jian Cao
Enhancing Cross-domain Recommendation through Preference Structure Information Sharing. ICWS (2020)
Yao Wu, Jian Cao, Guandong Xu
FAST: A Fairness Assured Service Recommendation Strategy Considering Service Capacity Constraint. CoRR (2020)
Jiawei Xu, Weidong Zhu, Shiyou Qian, Guangtao Xue, Jian Cao, Yanmin Zhu, Zongyao Zhu, Junwei Zhu
Roda: A Flexible Framework for Real-Time On-demand Data Aggregation. ICA3PP (2) (2020)
Boxuan Zhao, Jian Cao, Sha Jiang, Qing Qi
An Agent Based Simulation System for Open Source Software Development. SERVICES (2020)
Nengjun Zhu, Jian Cao, Yanchi Liu, Yang Yang, Haochao Ying, Hui Xiong
Sequential Modeling of Hierarchical User Intention and Preference for Next-item Recommendation. WSDM (2020)
Tianchen Ding, Shiyou Qian, Weidong Zhu, Jian Cao, Guangtao Xue, Yanmin Zhu, Wenjuan Li
Comat: An Effective Composite Matching Framework for Content-based Pub/Sub Systems. ISPA/BDCloud/SocialCom/SustainCom (2020)
Yanhua Cao, Shiyou Qian, Qiushi Wang, Hanwen Hu, Weidong Zhu, Jian Cao, Guangtao Xue, Yanmin Zhu, Minglu Li
OSCD: An Online Charging Scheduling Algorithm to Optimize Cost and Smoothness. WASA (1) (2020)
Qing Qi, Jian Cao
Investigating the Evolution of Web API Cooperative Communities in the Mashup Ecosystem. ICWS (2020)
Wenjuan Li, Jian Cao, Shiyou Qian
Comprehensive evaluation of cloud services based on fuzzy grey method. Int. J. Inf. Technol. Manag. 19 (4) (2020)
Naixuan Wang, Jian Cao, Qing Qi, Qi Gu, Shiyou Qian
SONAS: A System to Obtain Insights on Web APIs from Stack Overflow. ChineseCSCW (2020)
Hongbing Wang, Tianjing Hong, Jian Cao, Haijun Zhang, Changhai Nie, Bo Cheng, Yangfan He, Li Kuang, Dunwei Gong, Wuhui Chen, Yuliang Shi, Deyi Huang
COSINE: a software development model integrating collective intelligence, service and ecosystem. SERVICES (2020)
Qi Gu, Jian Cao, Yafeng Zhao, Yudong Tan
Addressing the Cold-Start Problem in Personalized Flight Ticket Recommendation. IEEE Access 7 (2019)
Chenyang Liu, Jian Cao, Shanshan Feng
Leveraging Kernel-Incorporated Matrix Factorization for App Recommendation. ACM Trans. Knowl. Discov. Data 13 (3) (2019)
Wenjuan Li, Jian Cao, Keyong Hu, Jie Xu, Rajkumar Buyya
A Trust-Based Agent Learning Model for Service Composition in Mobile Cloud Computing Environments. IEEE Access 7 (2019)
Tian Ma, Shiyou Qian, Jian Cao, Guangtao Xue, Jiadi Yu, Yanmin Zhu, Minglu Li
An Unsupervised Incremental Virtual Learning Method for Financial Fraud Detection. AICCSA (2019)
Shiyou Qian, Jian Cao, Weichao Mao, Yanmin Zhu, Jiadi Yu, Minglu Li, Jie Wang
A fast and anti-matchability matching algorithm for content-based publish/subscribe systems. Comput. Networks 149 (2019)
Duo Wang, Jian Cao, Shiyou Qian, Qing Qi
Investigating Cross-Repository Socially Connected Teams on GitHub. APSEC (2019)
Hanwen Hu, Shiyou Qian, Jian Cao, Jiadi Yu, Guangtao Xue, Yanmin Zhu, Minglu Li, Zhi-Jie Wang
Optimizing the Waiting Time of Sensors in a MANET to Strike a Balance between Energy Consumption and Data Timeliness. ICPADS (2019)
Zhengyu Liao, Shiyou Qian, Jian Cao, Yanhua Cao, Guangtao Xue, Jiadi Yu, Yanmin Zhu, Minglu Li
PhSIH: A Lightweight Parallelization of Event Matching in Content-based Pub/Sub Systems. ICPP (2019)
Wenjuan Li, Jian Cao, Shiyou Qian, Rajkumar Buyya
TSLAM: A Trust-enabled Self-Learning Agent Model for Service Matching in the Cloud Market. ACM Trans. Auton. Adapt. Syst. 13 (4) (2019)
Bin Cheng, Shiyou Qian, Jian Cao, Guangtao Xue, Jiadi Yu, Yanmin Zhu, Minglu Li, Tao Zhang
STL: Online Detection of Taxi Trajectory Anomaly Based on Spatial-Temporal Laws. DASFAA (2) (2019)
Shanshan Feng, Huaxiang Zhang, Jian Cao, Yan Yao
Merging user social network into the random walk model for better group recommendation. Appl. Intell. 49 (6) (2019)
Bin Cheng, Shiyou Qian, Jian Cao, Guangtao Xue, Jiadi Yu, Yanmin Zhu, Minglu Li
DOAD: An Online Dredging Operation Anomaly Detection Method based on AIS Data. IJCNN (2019)
Sikai Xing, Shiyou Qian, Bin Cheng, Jian Cao, Guangtao Xue, Jiadi Yu, Yanmin Zhu, Minglu Li
A QoS-oriented Scheduling and Autoscaling Framework for Deep Learning. IJCNN (2019)
Yao Wu, Jian Cao, Yudong Tan, Quan-Wu Xiao
A Data-Driven Agent-Based Simulator for Air Ticket Sales. ChineseCSCW (2019)

Jian Cao.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Jian Cao