Jian Cao
Tenured Professor
Works on intelligent data analytics, service computing, collaborative information systems and distributed AI, with applications in finance, healthcare and tourism.
Jian Cao's lab at SJTU works on data management & big data, distributed, cloud & edge systems and human-AI collaboration & trust. 56 papers since 2023. Applications close .
At a glance
- papers, 2023–2026
- 15/ year
- at T1 venues
- 0%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom the lab homepage, 2023–2026
- 0 papers2026 · T1 0 · collecting
- 18 papers2025 · T1 0
- 18 papers2024 · T1 0
- 20 papers2023 · T1 0
T1 venuesOther
Research focuspaper titles that use each topic's words
- Distributed, cloud & edge systems12 papers
- service5 papers
- Data management & big data2 papers
- Human-AI collaboration & trust0 papers
- information systems0 papers
Paper list
From the lab homepage.
202518 papers
- Inf. Sci. 709: 122067A group recommendation method based on automatically integrating members' preferences via taking advantages of LLM
- 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
- ACM Trans. Inf. Syst. 43(1): 10:1-10:38Distributed Recommendation Systems: Survey and Research Directions
- 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
- . Mitigating Forgetting in Adapting Pre-trained Language Models to Text Processing Tasks via Consistency Alignment. In Proceedings of the ACM on Web Conference (WWW '25): 3492-3504.Jianqi Gao, Hao Wu, Yiu-ming Cheung, Jian Cao*, Hang Yu, and Yonggang Zhang*
- J. Supercomput. 81(1)Mitigating interference of microservices with a scoring mechanism in large-scale clusters
- 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
202418 papers
- Eng. Appl. Artif. Intell. 133: 108100A survey on deep reinforcement learning approaches for traffic signal control
- IET Softw. : 1-23An Empirical Study on Downstream Dependency Package Groups in Software Packaging Ecosystems
- 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
- ICPADS : 471-478DI-Tree: A Dual-ended Interval Tree for Efficient Event Matching in Content-based Pub/Sub Systems
- ICDM : 965-970Exploitation or Exploration Next? User Behavior Decoupling and Emerging Intent Modeling for Next-Item Recommendation
- ACM Trans. Knowl. Discov. Data 18(1): 10:1-10:37Fairness in Recommender Systems: Evaluation Approaches and Assurance Strategies
- ACM Trans. Inf. Syst. 42(1): 5:1-5:26FASTER: A Dynamic Fairness-assurance Strategy for Session-based Recommender Systems
- Inf. Syst. 124: 102405GAMA: A multi-graph-based anomaly detection framework for business processes via graph neural networks
- Concurr. Comput. Pract. Exp.MANSOR: A module alignment method based on neighbor information for scientific workflow
- CCF Trans. Pervasive Comput. Interact. 6(2): 101-114Multi-agent reinforcement learning for vehicular task offloading with multi-step trajectory prediction
- Comput. Networks 250: 110561OEM: An operation-aware event matching algorithm for content-based Pub/Sub systems
202320 papers
- 14419 Part II: 54-71A Scientific Workflow Fragments Recommendation Approach via Contrastive Learning and Semantic Matching, The 21st International Conference on Service-Oriented Computing （ICSOC2023），November 28th – December 1st, 2023, Rome, Italy , LNCS, Vol
- —A Scientific Workflow Retrieval Approach by Learning Textual and Structural Semantics, IEEE Transactions on Services Computing, doi: 10.1109/TSC.2023.3315478.
- IEEE Trans. Computers 72(4): 1041-1054Adaptive Cloud Bundle Provisioning and Multi-Workflow Scheduling via Coalition Reinforcement Learning
- 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
- SEKE : 487-492BOP: A Bitset-based Optimization Paradigm for Content-based Event Matching Algorithms (S)
- Comput. Networks 232: 109837EEM: An elastic event matching framework for content-based publish/subscribe systems
- SEKE : 286-291GAT-Team: A Team Recommendation Model for Open-Source Software Projects
- IEEE Trans. Serv. Comput. 16(5): 3412-3424GRASPED: A GRU-AE Network Based Multi-Perspective Business Process Anomaly Detection Model
- Eliminating Domain Bias for Federated Learning in Representation Space. NeurIPSJianqing Zhang, Yang Hua, Jian Cao*, Hao Wang, Tao Song, Zhengui Xue, Ruhui Ma, Haibing Guan
- WWW : 1551KAE-Informer: A Knowledge Auto-Embedding Informer for Forecasting Long-Term Workloads of Microservices
- Concurr. Comput. Pract. Exp.Lap: A latency-aware parallelism framework for content-based publish/subscribe systems
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
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- Fee
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Not yet confirmed for this intake.
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