| 2026 | ASPLOS | GFS: A Preemption-aware Scheduling Framework for GPU Clusters with Predictive Spot Instance Management. | Jiaang Duan, Shenglin Xu, Shiyou Qian, Dingyu Yang, Kangjin Wang, Chenzhi Liao, Yinghao Yu, Qin Hua, Hanwen Hu, Qi Wang, Wenchao Wu, Dongqing Bao, Tianyu Lu, Jian Cao, Guangtao Xue, Guodong Yang, Liping Zhang, Gang Chen |
| 2026 | DASFAA | Adaptive Piece-Wise Space-Filling Curves for Dynamic Query Workloads. | Junshen Li, Zhengyu Liao, Wei Liang, Zhonglong Zhang, Shiyou Qian, Guangtao Xue, Jian Cao, Xiaoshan Li |
| 2026 | ISCA | PipeWeave: Synergizing Analytical and Learning Models for Unified GPU Performance Prediction. | Kaixuan Zhang, Yunfan Cui, Shuhao Zhang, Chutong Ding, Shiyou Qian, Luping Wang, Jian Cao, Guangtao Xue, Cheng Huang, Guodong Yang, Liping Zhang |
| 2026 | IWQoS | MACH: A Matrix-Accelerated Classifier for High-throughput Packet Processing on GPUs. | Zhengyu Liao, Shiyou Qian, Jian Cao, Guangtao Xue, Zhonglong Zheng, Minglu Li |
| 2026 | SIGIR | GCA-KBQA: A Step-Wise Logical Form Generation Approach for KBQA with Knowledge-Assisted Calibration. | Ranran Bu, Jian Cao, Jianqi Gao, Jinghua Tang, Shiyou Qian, Hongming Cai |
| 2025 | AAAI | DABL: Detecting Semantic Anomalies in Business Processes Using Large Language Models. | Wei Guan, Jian Cao, Jianqi Gao, Haiyan Zhao, Shiyou Qian |
| 2025 | AAAI | ADELA: Accelerating Evolutionary Design of Machine Learning Pipelines with the Accompanying Surrogate Model. | Yang Gu, Jian Cao, Hengyu You, Nengjun Zhu, Shiyou Qian |
| 2025 | CIKM | DANet: A RAG-inspired Dual Attention Model for Few-shot Time Series Prediction. | Zimo Wen, Hanwen Hu, Nan Fang, Shiyou Qian, Jian Cao |
| 2025 | EMNLP | KaeDe: Progressive Generation of Logical Forms via Knowledge-Aware Question Decomposition for Improved KBQA. | Ranran Bu, Jian Cao, Jianqi Gao, Shiyou Qian, Hongming Cai |
| 2025 | EMNLP | EoT: Evolution of Thoughts for Complex Reasoning Tasks. | Qin Hua, Jiaqi Sun, Shiyou Qian, Dingyu Yang, Jian Cao, Guangtao Xue |
| 2025 | ICA3PP | LIEM: A Learned Interval-Based Event Matching Algorithm for Content-Based Publish/Subscribe Systems. | Yongpeng Dong, Zhengyu Liao, Shiyou Qian, Jian Cao, Guangtao Xue |
| 2025 | ICA3PP | Atys: An Efficient Profiling Framework for Identifying Hotspot Functions in Large-Scale Distributed Microservices. | Jiaqi Sun, Dingyu Yang, Shiyou Qian, Jian Cao, Guangtao Xue |
| 2025 | ICASSP | Enhancing Graph-based Fraud Detection by Adversarial Confidence Reweighting. | Jianqi Gao, Jian Cao, Shiyou Qian, Wei Guan |
| 2025 | ICSOC | DIJS: A Dual Interference-Aware Job Scheduling Framework for Co-located Data Centers. | Qin Hua, Shiyou Qian, Yufeng Deng, Kaixuan Zhang, Dingyu Yang, Jian Cao, Guangtao Xue |
| 2025 | SIGMETRICS | PipeCo: Pipelining Cold Start of Deep Learning Inference Services on Serverless Platforms. | Jiaang Duan, Shiyou Qian, Hanwen Hu, Dingyu Yang, Jian Cao, Guangtao Xue |
| 2024 | ICPADS | 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, Zhonglong Zheng |
| 2024 | ICWS | ProSwats: A Proxy-based Scientific Workflow Retrieval Approach by Bridging the Gap between Textual and Structural Semantics. | Yang Gu, Jian Cao, Shiyou Qian, Nengjun Zhu, Wei Guan |
| 2024 | ICWS | COMB: Interconnected Transformers-Based Autoencoder for Multi-Perspective Business Process Anomaly Detection. | Wei Guan, Jian Cao, Yan Yao, Yang Gu, Shiyou Qian |
| 2023 | ICDM | 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 |
| 2023 | ICSOC | Remaining Time Prediction for Collaborative Business Processes with Privacy Preservation. | Jian Cao, Chi Wang, Wei Guan, Shiyou Qian, Haiyan Zhao |
| 2023 | ICSOC | Plan, Generate and Match: Scientific Workflow Recommendation with Large Language Models. | Yang Gu, Jian Cao, Yuan Guo, Shiyou Qian, Wei Guan |
| 2023 | ICSOC | SWARM: A Scientific Workflow Fragments Recommendation Approach via Contrastive Learning and Semantic Matching. | Yang Gu, Jian Cao, Jinghua Tang, Shiyou Qian, Wei Guan |
| 2023 | WWW | KAE-Informer: A Knowledge Auto-Embedding Informer for Forecasting Long-Term Workloads of Microservices. | Qin Hua, Dingyu Yang, Shiyou Qian, Hanwen Hu, Jian Cao, Guangtao Xue |
| 2023 | SEKE | 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, Guangtao Xue |
| 2022 | CIKM | GDOD: Effective Gradient Descent using Orthogonal Decomposition for Multi-Task Learning. | Xin Dong, Ruize Wu, Chao Xiong, Hai Li, Lei Cheng, Yong He, Shiyou Qian, Jian Cao, Linjian Mo |
| 2022 | CIKM | MASR: A Model-Agnostic Sparse Routing Architecture for Arbitrary Order Feature Sharing in Multi-Task Learning. | Xin Dong, Ruize Wu, Chao Xiong, Hai Li, Lei Cheng, Yong He, Shiyou Qian, Jian Cao, Linjian Mo |
| 2022 | DASFAA | HEM: A Hardware-Aware Event Matching Algorithm for Content-Based Pub/Sub Systems. | Wanghua Shi, Shiyou Qian |
| 2022 | IJCNN | @ME: A Fine-grained Route Recommendation System to Grab Impatient Passengers. | Hanwen Hu, Yirong Chen, Jingchao Ouyang, Shiyou Qian, Jian Cao, Han Han, Jie Wang, Michael D. Lepech |
| 2022 | INFOCOM | OnionCode: Enabling Multi-priority Coding in LED-based Optical Camera Communications. | Haonan Wu, Yingying Chen, Guangtao Xue, Yuehu Jiang, Ming Wang, Shiyou Qian, Jiadi Yu, Pai-Yen Chen |
| 2022 | ICWS | CLOSED: A Cloud-Edge Dynamic Collaborative Strategy for Complex Event Detection. | Jian Cao, He Huang, Shiyou Qian |
| 2022 | SEKE | PEM: A Parallel Ensemble Matching Framework for Content-based Publish/Subscribe Systems. | Weidong Zhu, Yufeng Deng, Shiyou Qian, Jian Cao, Guangtao Xue |
| 2021 | ICA3PP | BMTP: Combining Backward Matching with Tree-Based Pruning for Large-Scale Content-Based Pub/Sub Systems. | Zhengyu Liao, Shiyou Qian, Zhonglong Zheng, Jian Cao, Guangtao Xue, Minglu Li |
| 2020 | GLOBECOM | Efficient Resources Allocation and Computation Offloading Model for AP-based Edge Cloud. | Zhong Wang, Guangtao Xue, Shiyou Qian, Minglu Li |
| 2020 | ICA3PP | Roda: A Flexible Framework for Real-Time On-demand Data Aggregation. | Jiawei Xu, Weidong Zhu, Shiyou Qian, Guangtao Xue, Jian Cao, Yanmin Zhu, Zongyao Zhu, Junwei Zhu |
| 2020 | ISPA | Comat: An Effective Composite Matching Framework for Content-based Pub/Sub Systems. | Tianchen Ding, Shiyou Qian, Weidong Zhu, Jian Cao, Guangtao Xue, Yanmin Zhu, Wenjuan Li |
| 2019 | AICCSA | An Unsupervised Incremental Virtual Learning Method for Financial Fraud Detection. | Tian Ma, Shiyou Qian, Jian Cao, Guangtao Xue, Jiadi Yu, Yanmin Zhu, Minglu Li |
| 2019 | APSEC | Investigating Cross-Repository Socially Connected Teams on GitHub. | Duo Wang, Jian Cao, Shiyou Qian, Qing Qi |
| 2019 | DASFAA | STL: Online Detection of Taxi Trajectory Anomaly Based on Spatial-Temporal Laws. | Bin Cheng, Shiyou Qian, Jian Cao, Guangtao Xue, Jiadi Yu, Yanmin Zhu, Minglu Li, Tao Zhang |
| 2019 | ICA3PP | A Solution for High Availability Memory Access. | Chunjing Gan, Bin Wang, Zhi-Jie Wang, Huazhong Liu, Dingyu Yang, Jian Yin, Shiyou Qian, Song Guo |
| 2019 | ICPADS | 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, Jiadi Yu, Guangtao Xue, Yanmin Zhu, Minglu Li, Zhi-Jie Wang |
| 2019 | ICPADS | Dynamically Adjusting Scale of a Kubernetes Cluster under QoS Guarantee. | Qiang Wu, Jiadi Yu, Li Lu, Shiyou Qian, Guangtao Xue |
| 2019 | ICPP | PhSIH: A Lightweight Parallelization of Event Matching in Content-based Pub/Sub Systems. | Zhengyu Liao, Shiyou Qian, Jian Cao, Yanhua Cao, Guangtao Xue, Jiadi Yu, Yanmin Zhu, Minglu Li |
| 2019 | IJCNN | DOAD: An Online Dredging Operation Anomaly Detection Method based on AIS Data. | Bin Cheng, Shiyou Qian, Jian Cao, Guangtao Xue, Jiadi Yu, Yanmin Zhu, Minglu Li |
| 2019 | IJCNN | A QoS-oriented Scheduling and Autoscaling Framework for Deep Learning. | Sikai Xing, Shiyou Qian, Bin Cheng, Jian Cao, Guangtao Xue, Jiadi Yu, Yanmin Zhu, Minglu Li |
| 2019 | INFOCOM | Adjusting Matching Algorithm to Adapt to Workload Fluctuations in Content-based Publish/Subscribe Systems. | Shiyou Qian, Weichao Mao, Jian Cao, Frederic Le Mouel, Minglu Li |
| 2019 | ICWS | AIMS: A Predictive Web API Invocation Behavior Monitoring System. | Lanxuan Tong, Jian Cao, Qing Qi, Shiyou Qian |
| 2019 | SECON | WiZoom: Accurate Multipath Profiling using Commodity WiFi Devices with Limited Bandwidth. | Hua Xue, Jiadi Yu, Yanmin Zhu, Li Lu, Shiyou Qian, Minglu Li |
| 2018 | ICPADS | UpPreempt: A Fine-Grained Preemptive Scheduling Strategy for Container-Based Clusters. | Deqian Zou, Shiyou Qian, Guangtao Xue, Jian Cao, Jiadi Yu, Yanmin Zhu, Minglu Li, Wenjuan Li |
| 2018 | ISPA | Adjusting Matching Algorithm to Adapt to Dynamic Subscriptions in Content-Based Publish/Subscribe Systems. | Weichao Mao, Jian Cao, Guangtao Xue, Jiadi Yu, Yanmin Zhu, Minglu Li, Wenjuan Li, Shiyou Qian |
| 2017 | APSEC | Noff: A Novel Extendible Parallel Library for High-Performance Network Traffic Monitoring. | Yanchao Jing, Guangtao Xue, Shiyou Qian |
| 2017 | ICPADS | Ada-copy: An Adaptive Memory Copy Strategy for Virtual Machine Live Migration. | Zhong Wang, Guangtao Xue, Shiyou Qian, Gongshen Liu, Minglu Li, Jian Cao, Jiadi Yu |
| 2017 | INFOCOM | Online auction for IaaS clouds: Towards elastic user demands and weighted heterogeneous VMs. | Juan Li, Yanmin Zhu, Jiadi Yu, Chengnian Long, Guangtao Xue, Shiyou Qian |
| 2017 | WISE | Online Cost-Aware Service Requests Scheduling in Hybrid Clouds for Cloud Bursting. | Yanhua Cao, Li Lu, Jiadi Yu, Shiyou Qian, Yanmin Zhu, Minglu Li, Jian Cao, Zhong Wang, Juan Li, Guangtao Xue |
| 2016 | GLOBECOM | On Unified Mobile Sensing Data Gathering with Urban Vehicular Networks. | Jun Qin, Hongzi Zhu, Yanmin Zhu, Jiadi Yu, Guangtao Xue, Shiyou Qian, Minglu Li |
| 2016 | VTC | On Trajectory-Based Network Construction for Time-Constrained Data Delivery in VANETs. | Jun Qin, Yanmin Zhu, Guangtao Xue, Shiyou Qian, Minglu Li |
| 2015 | APSCC | DDS: A Deadline Driven Workflow Scheduling Algorithm for Hybrid Amazon Instances. | Zitai Ma, Jian Cao, Shiyou Qian |
| 2015 | KDD | SCRAM: A Sharing Considered Route Assignment Mechanism for Fair Taxi Route Recommendations. | Shiyou Qian, Jian Cao, Frdric Le Moul, Issam Sahel, Minglu Li |
| 2014 | INFOCOM | REIN: A fast event matching approach for content-based publish/subscribe systems. | Shiyou Qian, Jian Cao, Yanmin Zhu, Minglu Li |
| 2013 | Networking | H-Tree: An efficient index structure for event matching in publish/subscribe systems. | Shiyou Qian, Jian Cao, Yanmin Zhu, Minglu Li, Jie Wang |
| 2012 | WCNC | Smart recommendation by mining large-scale GPS traces. | Shiyou Qian, Yanmin Zhu, Minglu Li |