Shiyou Qian
Associate Professor
Works on cloud computing, big data analytics and recommender systems.
Shiyou Qian's lab at SJTU works on data management & big data and recommendation, search & web. 30 papers since 2023. Applications close .
At a glance
- papers, 2023–2026
- 8/ year
- at T1 venues
- 0%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom the lab homepage, 2023–2026
- 0 papers2026 · T1 0 · collecting
- 12 papers2025 · T1 0
- 7 papers2024 · T1 0
- 11 papers2023 · T1 0
T1 venuesOther
Research focuspaper titles that use each topic's words
- Recommendation, search & web3 papers
- Data management & big data1 paper
- cloud computing0 papers
- data analytics0 papers
- big0 papers
Paper list
From the lab homepage.
202512 papers
- AAAI : 16915-16923ADELA: Accelerating Evolutionary Design of Machine Learning Pipelines with the Accompanying Surrogate Model
- IEEE Trans. Parallel Distributed Syst. 36(6): 1268-1281AWB+-Tree: A Novel Width-Based Index Structure Supporting Hybrid Matching for Large-Scale Content-Based Pub/Sub Systems
- AAAI : 11735-11744DABL: Detecting Semantic Anomalies in Business Processes Using Large Language Models
- Comput. Networks 265: 111306EPC: An ensemble packet classification framework for efficient and stable performance
- IEEE Trans. Computers 74(3): 968-982Humas: A Heterogeneity- and Upgrade-Aware Microservice Auto-Scaling Framework in Large-Scale Data Centers
- ACM Trans. Knowl. Discov. Data 19(1): 6:1-6:24Iterative Time Series Imputation by Maintaining Dependency Consistency
- IEEE Trans. Intell. Transp. Syst. 26(4): 4633-4646MPF: A Multi-Noise Perception Framework to Enhance Online Map Matching Algorithms
- ACM Trans. Knowl. Discov. Data 19(2): 38:1-38:26Pattern-oriented Attention Mechanism for Multivariate Time Series Forecasting
- SIGMETRICS (Abstracts) : 151-153PipeCo: Pipelining Cold Start of Deep Learning Inference Services on Serverless Platforms
- ACM Trans. Knowl. Discov. Data 19(2): 30:1-30:26PREFER: A Pre-trained Model Recommendation Framework for Edge Computing Enabled Traffic Flow Prediction
- Inf. Syst. 129: 102508Proactive event matching with predictive analysis in content-based publish/subscribe systems
- IEEE Trans. Knowl. Data Eng. 37(1): 493-512Survey and Benchmark of Anomaly Detection in Business Processes
20247 papers
- ICWS : 1115-1124COMB: Interconnected Transformers-Based Autoencoder for Multi-Perspective Business Process Anomaly Detection
- IEEE/ACM Trans. Netw. 32(6): 5232-5246DBTable: Leveraging Discriminative Bitsets for High-Performance Packet Classification
- Inf. Syst. 124: 102405GAMA: A multi-graph-based anomaly detection framework for business processes via graph neural networks
- Comput. Networks 250: 110561OEM: An operation-aware event matching algorithm for content-based Pub/Sub systems
- ICWS : 932-943ProSwats: A Proxy-based Scientific Workflow Retrieval Approach by Bridging the Gap between Textual and Structural Semantics
- IEEE/ACM Trans. Netw. 32(1): 506-519PT-Tree: A Cascading Prefix Tuple Tree for Packet Classification in Dynamic Scenarios
- IEEE Trans. Knowl. Data Eng. 36(6): 2745-2758WAKE: A Weakly Supervised Business Process Anomaly Detection Framework via a Pre-Trained Autoencoder
202311 papers
- IEEE Trans. Intell. Transp. Syst. 24(5): 5039-5051AMM: An Adaptive Online Map Matching Algorithm
- J. Comput. Sci. Technol. 38(3): 626-643Bi-GAE: A Bidirectional Generative Auto-Encoder
- Comput. Networks 232: 109837EEM: An elastic event matching framework for content-based publish/subscribe systems
- IEEE Trans. Serv. Comput. 16(5): 3412-3424GRASPED: A GRU-AE Network Based Multi-Perspective Business Process Anomaly Detection Model
- WWW : 1551-1561KAE-Informer: A Knowledge Auto-Embedding Informer for Forecasting Long-Term Workloads of Microservices
- Generate and Match: Scientific Workflow Recommendation with Large Language Models, The International Conference on Service-Oriented Computing (ICSOC2023)，Vol. 14419 Part I: 86-102Plan
- The International Conference on Service-Oriented Computing (ICSOC2023)，Vol. 14419 Part II: 38-53Remaining Time Prediction for Collaborative Business Processes with Privacy Preservation
- ACM Trans. Knowl. Discov. Data 17(8): 111:1-111:22SMONE: A Session-based Recommendation Model Based on Neighbor Sessions with Similar Probabilistic Intentions
- The International Conference on Service-Oriented Computing (ICSOC2023)，Vol. 14419 Part II: 54-71SWARM: A Scientific Workflow Fragments Recommendation Approach via Contrastive Learning and Semantic Matching
- IEEE Transactions on Services Computing, , 4205-4219SWORTS: A Scientific Workflow Retrieval Approach by Learning Textual and Structural Semantics
- IEEE Trans. Serv. Comput. 16(4): 3061-3074When to Invoke a Prediction Service for Business Process Monitoring?
Where alumni went
Alumni are not listed on the lab homepage.
Apply to SJTUFall 2027
Computer Science PhD (international applicants)
- Round
- Self-funded
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
- See program page
Not yet confirmed for this intake.
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