Smart recommendation by mining large-scale GPS traces. - Shiyou Qian; Yanmin Zhu 006; Minglu Li 001 (WCNC, 2012)

H-Tree: An efficient index structure for event matching in publish/subscribe systems. - Shiyou Qian; Jian Cao 001; Yanmin Zhu 006; Minglu Li 001; Jie Wang 006 (Networking, 2013)

REIN: A fast event matching approach for content-based publish/subscribe systems. - Shiyou Qian; Jian Cao 001; Yanmin Zhu 006; Minglu Li 001 (INFOCOM, 2014)

DDS: A Deadline Driven Workflow Scheduling Algorithm for Hybrid Amazon Instances. - Zitai Ma; Jian Cao 001; Shiyou Qian (APSCC, 2015)

Towards prioritized event matching in a content-based publish/subscribe system. - Shiyou Qian; Jian Cao 001; Frédéric Le Mouël; Minglu Li 001; Jie Wang 006 (DEBS, 2015)

SCRAM: A Sharing Considered Route Assignment Mechanism for Fair Taxi Route Recommendations. - Shiyou Qian; Jian Cao 001; Frédéric Le Mouël; Issam Sahel; Minglu Li 001 (KDD, 2015)

H-Tree: An Efficient Index Structurefor Event Matching in Content-BasedPublish/Subscribe Systems. - Shiyou Qian; Jian Cao 001; Yanmin Zhu 006; Minglu Li 001; Jie Wang 006 (IEEE Trans. Parallel Distributed Syst., 2015)

On Unified Mobile Sensing Data Gathering with Urban Vehicular Networks. - Jun Qin; Hongzi Zhu; Yanmin Zhu 006; Jiadi Yu; Guangtao Xue; Shiyou Qian; Minglu Li 001 (GLOBECOM, 2016)

On Trajectory-Based Network Construction for Time-Constrained Data Delivery in VANETs. - Jun Qin; Yanmin Zhu 006; Guangtao Xue; Shiyou Qian; Minglu Li 001 (VTC Fall, 2016)

Noff: A Novel Extendible Parallel Library for High-Performance Network Traffic Monitoring. - Yanchao Jing; Guangtao Xue; Shiyou Qian (APSEC, 2017)

An Auto-Scaling Framework for Containerized Elastic Applications. - Ye Tian; Guangtao Yue; Shiyou Qian; Minglu Li 001 (BigCom, 2017)

Cost-efficient VM configuration algorithm in the cloud using mix scaling strategy. - Li Lu 008; Jiadi Yu; Yanmin Zhu 006; Guangtao Xue; Shiyou Qian; Minglu Li 001 (ICC, 2017)

Ada-copy: An Adaptive Memory Copy Strategy for Virtual Machine Live Migration. - Zhong Wang 013; Guangtao Xue; Shiyou Qian; Gongshen Liu; Minglu Li 001; Jian Cao 001; Jiadi Yu (ICPADS, 2017)

SAAP: A State-Aware Adaptive Prediction Strategy for CPU Load of Desktops. - Sikai Xing; Shiyou Qian; Jian Cao 001; Minglu Li 001; Guangtao Xue; Yanmin Zhu 006 (ICSPS, 2017)

Online Cost-Aware Service Requests Scheduling in Hybrid Clouds for Cloud Bursting. - Yanhua Cao; Li Lu 008; Jiadi Yu; Shiyou Qian; Yanmin Zhu 006; Minglu Li 001; Jian Cao 001; Zhong Wang 013; Juan Li 011; Guangtao Xue (WISE (1), 2017)

Exploiting long-term and short-term preferences and RFID trajectories in shop recommendation. - Yue Ding 001; Dong Wang 024; Guoqiang Li 001; Daniel Sun 004; Xin Xin 003; Shiyou Qian (Softw. Pract. Exp., 2017)

Recommendations Based on Comprehensively Exploiting the Latent Factors Hidden in Items' Ratings and Content. - Shanshan Feng; Jian Cao 001; Jie Wang 006; Shiyou Qian (ACM Trans. Knowl. Discov. Data, 2017)

Throughput-Guarantee Resource Provisioning for Streaming Analytical Workflows in the Cloud. - Yan Yao; Jian Cao 001; Shiyou Qian (ChineseCSCW, 2018)

UpPreempt: A Fine-Grained Preemptive Scheduling Strategy for Container-Based Clusters. - Deqian Zou; Shiyou Qian; Guangtao Xue; Jian Cao 001; Jiadi Yu; Yanmin Zhu 006; Minglu Li 001; Wenjuan Li 002 (ICPADS, 2018)

Adjusting Matching Algorithm to Adapt to Dynamic Subscriptions in Content-Based Publish/Subscribe Systems. - Weichao Mao; Jian Cao 001; Guangtao Xue; Jiadi Yu; Yanmin Zhu 006; Minglu Li 001; Wenjuan Li 002; Shiyou Qian (ISPA/IUCC/BDCloud/SocialCom/SustainCom, 2018)

Resource Scheduling for Real-Time Analytical Workflow Services in the Cloud. - Yan Yao; Jian Cao 001; Shiyou Qian; Xiaogang Wang (IEEE Access, 2018)

Leveraging Audio Signals for Early Recognition of Inattentive Driving with Smartphones. - Xiangyu Xu 001; Jiadi Yu; Yingying Chen 001; Yanmin Zhu 006; Shiyou Qian; Minglu Li 001 (IEEE Trans. Mob. Comput., 2018)

Online Auction for IaaS Clouds: Towards Elastic User Demands and Weighted Heterogeneous VMs. - Juan Li 011; Yanmin Zhu 006; Jiadi Yu; Chengnian Long; Guangtao Xue; Shiyou Qian (IEEE Trans. Parallel Distributed Syst., 2018)

An Unsupervised Incremental Virtual Learning Method for Financial Fraud Detection. - Tian Ma; Shiyou Qian; Jian Cao 001; Guangtao Xue; Jiadi Yu; Yanmin Zhu 006; Minglu Li 001 (AICCSA, 2019)

Investigating Cross-Repository Socially Connected Teams on GitHub. - Duo Wang; Jian Cao 001; Shiyou Qian; Qing Qi (APSEC, 2019)

STL: Online Detection of Taxi Trajectory Anomaly Based on Spatial-Temporal Laws. - Bin Cheng; Shiyou Qian; Jian Cao 001; Guangtao Xue; Jiadi Yu; Yanmin Zhu 006; Minglu Li 001; Tao Zhang 046 (DASFAA (2), 2019)

A Solution for High Availability Memory Access. - Chunjing Gan; Bin Wang 015; Zhi-Jie Wang 009; Huazhong Liu; Dingyu Yang; Jian Yin 001; Shiyou Qian; Song Guo 001 (ICA3PP (1), 2019)

Optimizing the Waiting Time of Sensors in a MANET to Strike a Balance between Energy Consumption and Data Timeliness. - Hanwen Hu; Shiyou Qian; Jian Cao 001; Jiadi Yu; Guangtao Xue; Yanmin Zhu 006; Minglu Li 001; Zhi-Jie Wang 009 (ICPADS, 2019)

Dynamically Adjusting Scale of a Kubernetes Cluster under QoS Guarantee. - Qiang Wu; Jiadi Yu; Li Lu 008; Shiyou Qian; Guangtao Xue (ICPADS, 2019)

PhSIH: A Lightweight Parallelization of Event Matching in Content-based Pub/Sub Systems. - Zhengyu Liao; Shiyou Qian; Jian Cao 001; Yanhua Cao; Guangtao Xue; Jiadi Yu; Yanmin Zhu 006; Minglu Li 001 (ICPP, 2019)

AIMS: A Predictive Web API Invocation Behavior Monitoring System. - Lanxuan Tong; Jian Cao 001; Qing Qi; Shiyou Qian (ICWS, 2019)

DOAD: An Online Dredging Operation Anomaly Detection Method based on AIS Data. - Bin Cheng; Shiyou Qian; Jian Cao 001; Guangtao Xue; Jiadi Yu; Yanmin Zhu 006; Minglu Li 001 (IJCNN, 2019)

A QoS-oriented Scheduling and Autoscaling Framework for Deep Learning. - Sikai Xing; Shiyou Qian; Bin Cheng; Jian Cao 001; Guangtao Xue; Jiadi Yu; Yanmin Zhu 006; Minglu Li 001 (IJCNN, 2019)

Adjusting Matching Algorithm to Adapt to Workload Fluctuations in Content-based Publish/Subscribe Systems. - Shiyou Qian; Weichao Mao; Jian Cao 001; Frederic Le Mouel; Minglu Li 001 (INFOCOM, 2019)

WiZoom: Accurate Multipath Profiling using Commodity WiFi Devices with Limited Bandwidth. - Hua Xue; Jiadi Yu; Yanmin Zhu 006; Li Lu 008; Shiyou Qian; Minglu Li 001 (SECON, 2019)

A fast and anti-matchability matching algorithm for content-based publish/subscribe systems. - Shiyou Qian; Jian Cao 001; Weichao Mao; Yanmin Zhu 006; Jiadi Yu; Minglu Li 001; Jie Wang 006 (Comput. Networks, 2019)

Decentralized executions of privacy awareness data analytics workflows in the cloud. - Yan Yao; Jian Cao 001; Shiyou Qian; Shanshan Feng (Concurr. Comput. Pract. Exp., 2019)

Ada-Things: An adaptive virtual machine monitoring and migration strategy for internet of things applications. - Zhong Wang 013; Daniel Sun 004; Guangtao Xue; Shiyou Qian; Guoqiang Li 001; Minglu Li 001 (J. Parallel Distributed Comput., 2019)

Online cost-rejection rate scheduling for resource requests in hybrid clouds. - Yanhua Cao; Li Lu 008; Jiadi Yu; Shiyou Qian; Yanmin Zhu 006; Minglu Li 001 (Parallel Comput., 2019)

TSLAM: A Trust-enabled Self-Learning Agent Model for Service Matching in the Cloud Market. - Wenjuan Li 002; Jian Cao 001; Shiyou Qian; Rajkumar Buyya (ACM Trans. Auton. Adapt. Syst., 2019)

SONAS: A System to Obtain Insights on Web APIs from Stack Overflow. - Naixuan Wang; Jian Cao 001; Qing Qi; Qi Gu; Shiyou Qian (ChineseCSCW, 2020)

Efficient Resources Allocation and Computation Offloading Model for AP-based Edge Cloud. - Zhong Wang 013; Guangtao Xue; Shiyou Qian; Minglu Li 001 (GLOBECOM, 2020)

Roda: A Flexible Framework for Real-Time On-demand Data Aggregation. - Jiawei Xu; Weidong Zhu; Shiyou Qian; Guangtao Xue; Jian Cao 001; Yanmin Zhu 006; Zongyao Zhu; Junwei Zhu (ICA3PP (2), 2020)

SCSL: Optimizing Matching Algorithms to Improve Real-time for Content-based Pub/Sub Systems. - Tianchen Ding; Shiyou Qian; Jian Cao 001; Guangtao Xue; Minglu Li 001 (IPDPS, 2020)

Comat: An Effective Composite Matching Framework for Content-based Pub/Sub Systems. - Tianchen Ding; Shiyou Qian; Weidong Zhu; Jian Cao 001; Guangtao Xue; Yanmin Zhu 006; Wenjuan Li 002 (ISPA/BDCloud/SocialCom/SustainCom, 2020)

OSCD: An Online Charging Scheduling Algorithm to Optimize Cost and Smoothness. - Yanhua Cao; Shiyou Qian; Qiushi Wang; Hanwen Hu; Weidong Zhu; Jian Cao 001; Guangtao Xue; Yanmin Zhu 006; Minglu Li 001 (WASA (1), 2020)

Comprehensive evaluation of cloud services based on fuzzy grey method. - Wenjuan Li 002; Jian Cao 001; Shiyou Qian (Int. J. Inf. Technol. Manag., 2020)

CATS: A Cache Time-to-Live Setting Auto Adjustment Strategy for an Air Ticket Query Service. - Chunhou Liu; Jian Cao 001; Yudong Tan; Shiyou Qian (ChineseCSCW (1), 2021)

BMTP: Combining Backward Matching with Tree-Based Pruning for Large-Scale Content-Based Pub/Sub Systems. - Zhengyu Liao; Shiyou Qian; Zhonglong Zheng; Jian Cao 001; Guangtao Xue; Minglu Li 001 (ICA3PP (3), 2021)

Fat Topic: Improving Latency in Content-Based Publish/Subscribe Systems on Apache Kafka. - Shiyou Qian; Jiawei Xu; Jian Cao 001; Guangtao Xue; Junshen Li; Wenyi Zhang (WASA (1), 2021)

CampEdge: Distributed Computation Offloading Strategy Under Large-Scale AP-Based Edge Computing System for IoT Applications. - Zhong Wang 013; Guangtao Xue; Shiyou Qian; Minglu Li 001 (IEEE Internet Things J., 2021)

Online charging coordination of electric vehicles to optimize cost and smoothness. - Yanhua Cao; Shiyou Qian; Weidong Zhu; Jian Cao 001; Guangtao Xue; Yanmin Zhu 006; Minglu Li 001 (Pervasive Mob. Comput., 2021)

MO-Tree: An Efficient Forwarding Engine for Spatiotemporal-Aware Pub/Sub Systems. - Tianchen Ding; Shiyou Qian; Jian Cao 001; Guangtao Xue; Yanmin Zhu 006; Jiadi Yu; Minglu Li 001 (IEEE Trans. Parallel Distributed Syst., 2021)

CBPCS: A Cache-block-based Service Process Caching Strategy to Accelerate the Execution of Service Processes. - Jian Cao 001; Tingjie Jia; Shiyou Qian; Haiyan Zhao 002; Jie Wang 006 (ACM Trans. Web, 2021)

DTFPRS: A Distributed Traffic Flow Prediction Framework Based on Road Segmentation. - Qiqi Cai; Jian Cao 001; Shiyou Qian; Yirong Chen (BESC, 2022)

GDOD: Effective Gradient Descent using Orthogonal Decomposition for Multi-Task Learning. - Xin Dong 012; Ruize Wu; Chao Xiong; Hai Li; Lei Cheng 005; Yong He 009; Shiyou Qian; Jian Cao 001; Linjian Mo (CIKM, 2022)

MASR: A Model-Agnostic Sparse Routing Architecture for Arbitrary Order Feature Sharing in Multi-Task Learning. - Xin Dong 012; Ruize Wu; Chao Xiong; Hai Li; Lei Cheng 005; Yong He 009; Shiyou Qian; Jian Cao 001; Linjian Mo (CIKM, 2022)

HEM: A Hardware-Aware Event Matching Algorithm for Content-Based Pub/Sub Systems. - Wanghua Shi; Shiyou Qian (DASFAA (1), 2022)

CLOSED: A Cloud-Edge Dynamic Collaborative Strategy for Complex Event Detection. - Jian Cao 001; He Huang; Shiyou Qian (ICWS, 2022)

@ME: A Fine-grained Route Recommendation System to Grab Impatient Passengers. - Hanwen Hu; Yirong Chen; Jingchao Ouyang; Shiyou Qian; Jian Cao 001; Han Han; Jie Wang 006; Michael D. Lepech (IJCNN, 2022)

OnionCode: Enabling Multi-priority Coding in LED-based Optical Camera Communications. - Haonan Wu; Yingying Chen 001; Guangtao Xue; Yuehu Jiang; Ming Wang; Shiyou Qian; Jiadi Yu; Pai-Yen Chen (INFOCOM, 2022)

PEM: A Parallel Ensemble Matching Framework for Content-based Publish/Subscribe Systems. - Weidong Zhu; Yufeng Deng; Shiyou Qian; Jian Cao 001; Guangtao Xue (SEKE, 2022)

Parallel Ensemble Matching Based on Subscription Partitioning for Content-Based Publish/Subscribe Systems. - Junshen Li; Yufeng Deng; Shiyou Qian; Jian Cao 001; Guangtao Xue (Int. J. Softw. Eng. Knowl. Eng., 2022)

Qore-DL: A QoS-aware joint optimization framework for distributed deep learning training. - Qin Hua; Shiyou Qian; Dingyu Yang; Jianmei Guo; Jian Cao 001; Guangtao Xue; Minglu Li 001 (J. Syst. Archit., 2022)

Detecting Taxi Trajectory Anomaly Based on Spatio-Temporal Relations. - Shiyou Qian; Bin Cheng; Jian Cao 001; Guangtao Xue; Yanmin Zhu 006; Jiadi Yu; Minglu Li 001; Tao Zhang 046 (IEEE Trans. Intell. Transp. Syst., 2022)

BWC: A Ballast Water Curve Algorithm for Optimizing Ship Fuel Consumption. - Yan Yao; Shanshan Feng; Hanwen Hu; Shenglin Xu; Shiyou Qian; Bin Qu; Diankun Zhai (ICDM (Workshops), 2023)

Remaining Time Prediction for Collaborative Business Processes with Privacy Preservation. - Jian Cao 001; Chi Wang; Wei Guan 006; Shiyou Qian; Haiyan Zhao 002 (ICSOC (2), 2023)

Plan, Generate and Match: Scientific Workflow Recommendation with Large Language Models. - Yang Gu 002; Jian Cao 001; Yuan Guo; Shiyou Qian; Wei Guan 006 (ICSOC (1), 2023)

SWARM: A Scientific Workflow Fragments Recommendation Approach via Contrastive Learning and Semantic Matching. - Yang Gu 002; Jian Cao 001; Jinghua Tang; Shiyou Qian; Wei Guan 006 (ICSOC (2), 2023)

BOP: A Bitset-based Optimization Paradigm for Content-based Event Matching Algorithms (S). - Wei Liang; Wanghua Shi; Zhengyu Liao; Shiyou Qian; Zhonglong Zheng; Jian Cao 001; Guangtao Xue (SEKE, 2023)

KAE-Informer: A Knowledge Auto-Embedding Informer for Forecasting Long-Term Workloads of Microservices. - Qin Hua; Dingyu Yang; Shiyou Qian; Hanwen Hu; Jian Cao 001; Guangtao Xue (WWW, 2023)

Lap: A latency-aware parallelism framework for content-based publish/subscribe systems. - Weidong Zhu; Shiyou Qian; Jiawei Xu; Guangtao Xue; Jian Cao 001; Yanmin Zhu 006; Wenjuan Li 002 (Concurr. Comput. Pract. Exp., 2023)

SMONE: A Session-based Recommendation Model Based on Neighbor Sessions with Similar Probabilistic Intentions. - Bohan Jia; Jian Cao 001; Shiyou Qian; Nengjun Zhu; Xin Dong 012; Liang Zhang; Lei Cheng 005; Linjian Mo (ACM Trans. Knowl. Discov. Data, 2023)

When to Invoke a Prediction Service for Business Process Monitoring? - Jian Cao 001; Naixuan Wang; Shiyou Qian; Wei Guan 006 (IEEE Trans. Serv. Comput., 2023)

SWORTS: A Scientific Workflow Retrieval Approach by Learning Textual and Structural Semantics. - Yang Gu 002; Jian Cao 001; Shiyou Qian; Wei Guan 006 (IEEE Trans. Serv. Comput., 2023)

GRASPED: A GRU-AE Network Based Multi-Perspective Business Process Anomaly Detection Model. - Wei Guan 006; Jian Cao 001; Yang Gu 002; Shiyou Qian (IEEE Trans. Serv. Comput., 2023)

AMM: An Adaptive Online Map Matching Algorithm. - Hanwen Hu; Shiyou Qian; Jingchao Ouyang; Jian Cao 001; Han Han; Jie Wang 006; Yirong Chen (IEEE Trans. Intell. Transp. Syst., 2023)

Bi-GAE: A Bidirectional Generative Auto-Encoder. - Qin Hua; Hanwen Hu; Shiyou Qian; Dingyu Yang; Jian Cao 001 (J. Comput. Sci. Technol., 2023)

EEM: An elastic event matching framework for content-based publish/subscribe systems. - Yongpeng Dong; Shiyou Qian; Wanghua Shi; Jian Cao 001; Guangtao Xue (Comput. Networks, 2023)

AIMED: An automatic and incremental approach for business process model repair under concept drift. - Wei Guan 006; Jian Cao 001; Yang Gu 002; Shiyou Qian (Inf. Syst., 2023)

DI-Tree: A Dual-ended Interval Tree for Efficient Event Matching in Content-based Pub/Sub Systems. - Junshen Li; Haiyang Ren; Zhengyu Liao; Wanghua Shi; Shiyou Qian; Guangtao Xue; Jian Cao 001; Zhonglong Zheng (ICPADS, 2024)

ProSwats: A Proxy-based Scientific Workflow Retrieval Approach by Bridging the Gap between Textual and Structural Semantics. - Yang Gu 002; Jian Cao 001; Shiyou Qian; Nengjun Zhu; Wei Guan 006 (ICWS, 2024)

COMB: Interconnected Transformers-Based Autoencoder for Multi-Perspective Business Process Anomaly Detection. - Wei Guan 006; Jian Cao 001; Yan Yao; Yang Gu 002; Shiyou Qian (ICWS, 2024)

OEM: An operation-aware event matching algorithm for content-based Pub/Sub systems. - Yongpeng Dong; Shiyou Qian; Wanghua Shi; Junshen Li; Jian Cao 001; Guangtao Xue (Comput. Networks, 2024)

MANSOR: A module alignment method based on neighbor information for scientific workflow. - Yang Gu 002; Jian Cao 001; Shiyou Qian; Nengjun Zhu; Wei Guan 006 (Concurr. Comput. Pract. Exp., 2024)

MOPAR: A Model Partitioning Framework for Deep Learning Inference Services on Serverless Platforms. - Jiaang Duan; Shiyou Qian; Dingyu Yang; Hanwen Hu; Jian Cao 001; Guangtao Xue (CoRR, 2024)

Mitigating Interference of Microservices with a Scoring Mechanism in Large-scale Clusters. - Dingyu Yang; Kangpeng Zheng; Shiyou Qian; Jian Cao 001; Guangtao Xue (CoRR, 2024)

LogLLM: Log-based Anomaly Detection Using Large Language Models. - Wei Guan 006; Jian Cao 001; Shiyou Qian; Jianqi Gao 001 (CoRR, 2024)

GAMA: A multi-graph-based anomaly detection framework for business processes via graph neural networks. - Wei Guan 006; Jian Cao 001; Yang Gu 002; Shiyou Qian (Inf. Syst., 2024)

PT-Tree: A Cascading Prefix Tuple Tree for Packet Classification in Dynamic Scenarios. - Zhengyu Liao; Shiyou Qian; Zhonglong Zheng; Jiange Zhang; Jian Cao 001; Guangtao Xue; Minglu Li 001 (IEEE/ACM Trans. Netw., 2024)

WAKE: A Weakly Supervised Business Process Anomaly Detection Framework via a Pre-Trained Autoencoder. - Wei Guan 006; Jian Cao 001; Haiyan Zhao 002; Yang Gu 002; Shiyou Qian (IEEE Trans. Knowl. Data Eng., 2024)

DBTable: Leveraging Discriminative Bitsets for High-Performance Packet Classification. - Zhengyu Liao; Shiyou Qian; Zhonglong Zheng; Jiange Zhang; Jian Cao 001; Guangtao Xue; Minglu Li 001 (IEEE/ACM Trans. Netw., 2024)

DABL: Detecting Semantic Anomalies in Business Processes Using Large Language Models. - Wei Guan 006; Jian Cao 001; Jianqi Gao 001; Haiyan Zhao 002; Shiyou Qian (AAAI, 2025)

ADELA: Accelerating Evolutionary Design of Machine Learning Pipelines with the Accompanying Surrogate Model. - Yang Gu 002; Jian Cao 001; Hengyu You; Nengjun Zhu; Shiyou Qian (AAAI, 2025)

Enhancing Graph-based Fraud Detection by Adversarial Confidence Reweighting. - Jianqi Gao 001; Jian Cao 001; Shiyou Qian; Wei Guan 006 (ICASSP, 2025)

EPC: An ensemble packet classification framework for efficient and stable performance. - Haiyang Ren; Shiyou Qian; Zhonglong Zheng; Jiange Zhang; Zhengyu Liao; Hanwen Hu; Jian Cao 001; Guangtao Xue; Minglu Li 001 (Comput. Networks, 2025)

Proactive event matching with predictive analysis in content-based publish/subscribe systems. - Yongpeng Dong; Shiyou Qian; Tianchen Ding; Jian Cao 001; Guangtao Xue; Minglu Li 001 (Inf. Syst., 2025)

PipeCo: Pipelining Cold Start of Deep Learning Inference Services on Serverless Platforms. - Jiaang Duan; Shiyou Qian; Hanwen Hu; Dingyu Yang; Jian Cao 001; Guangtao Xue (Proc. ACM Meas. Anal. Comput. Syst., 2025)

FeadSeq: A Personalized Federated Anomaly Detection Framework for Discrete Event Sequences. - Wei Guan 006; Jian Cao 001; Haiyan Zhao 002; Yang Gu 002; Shiyou Qian (ACM Trans. Knowl. Discov. Data, 2025)

Mitigating interference of microservices with a scoring mechanism in large-scale clusters. - Dingyu Yang; Kangpeng Zheng; Shiyou Qian; Qin Hua; Kaixuan Zhang; Jian Cao 001; Guangtao Xue (J. Supercomput., 2025)

Iterative Time Series Imputation by Maintaining Dependency Consistency. - Hanwen Hu; Shiyou Qian; Dingyu Yang; Jian Cao 001; Guangtao Xue (ACM Trans. Knowl. Discov. Data, 2025)

Survey and Benchmark of Anomaly Detection in Business Processes. - Wei Guan 006; Jian Cao 001; Haiyan Zhao 002; Yang Gu 002; Shiyou Qian (IEEE Trans. Knowl. Data Eng., 2025)

PREFER: A Pre-trained Model Recommendation Framework for Edge Computing Enabled Traffic Flow Prediction. - Qiqi Cai; Jian Cao 001; Yirong Chen; Shiyou Qian; Liangxiao Yuan; Jie Wang 006 (ACM Trans. Knowl. Discov. Data, 2025)

Pattern-oriented Attention Mechanism for Multivariate Time Series Forecasting. - Hanwen Hu; Zhangchi Han; Shiyou Qian; Dingyu Yang; Jian Cao 001; Guangtao Xue (ACM Trans. Knowl. Discov. Data, 2025)

Humas: A Heterogeneity- and Upgrade-Aware Microservice Auto-Scaling Framework in Large-Scale Data Centers. - Qin Hua; Dingyu Yang; Shiyou Qian; Jian Cao 001; Guangtao Xue; Minglu Li 001 (IEEE Trans. Computers, 2025)

MPF: A Multi-Noise Perception Framework to Enhance Online Map Matching Algorithms. - Hanwen Hu; Cheng Zeng; Shiyou Qian; Jianhua Zhou; Jian Cao 001; Yirong Chen; Jie Wang 006; Han Han (IEEE Trans. Intell. Transp. Syst., 2025)

LKD-KGC: Domain-Specific KG Construction via LLM-driven Knowledge Dependency Parsing. - Jiaqi Sun; Shiyou Qian; Zhangchi Han; Wei Li; Zelin Qian; Dingyu Yang; Jian Cao 001; Guangtao Xue (CoRR, 2025)

Atys: An Efficient Profiling Framework for Identifying Hotspot Functions in Large-scale Cloud Microservices. - Jiaqi Sun; Dingyu Yang; Shiyou Qian; Jian Cao 001; Guangtao Xue (CoRR, 2025)

$AWB^+$AWB+-$Tree$Tree: A Novel Width-Based Index Structure Supporting Hybrid Matching for Large-Scale Content-Based Pub/Sub Systems. - Zhengyu Liao; Shiyou Qian; Zhonglong Zheng; Jian Cao 001; Guangtao Xue; Minglu Li 001 (IEEE Trans. Parallel Distributed Syst., 2025)