Aoying Zhou
Professor, Founding Dean
School of Data Science and Engineering, East China Normal University
Research Interests:
Web data management, data-intensive computing, in-memory cluster computing, distributed transaction processing, big data benchmarking and performance optimization, blockchain data management, and data-driven computational education
Selected Recent Research Papers:
(Complete paper list can be found in the DBLP page)
1.Jindong Tian, Yuxuan Liang, Ronghui Xu, Peng Chen, Chenjuan Guo, Aoying Zhou, Lujia Pan, Zhongwen Rao, Bin Yang: Air Quality Prediction with Physics-Guided Dual Neural ODEs in Open Systems. ICLR 2025
2.Zihao Chen, Chenyang Zhang, Chen Xu, Zhao Zhang, Jiaqiang Wang, Weining Qian, Aoying Zhou: Scheduling Data Processing Pipelines for Incremental Training on MLP-based Recommendation Models. SIGMOD Conference Companion 2025: 350-363
3.Min Fang, Zhao Zhang, Cheqing Jin, Aoying Zhou: An SGX-based execution framework for smart contracts upon permissioned blockchain. Distributed Parallel Databases 42(2): 143-178 (2024)
4.Xiangfei Qiu, Jilin Hu, Lekui Zhou, Xingjian Wu, Junyang Du, Buang Zhang, Chenjuan Guo, Aoying Zhou, Christian S. Jensen, Zhenli Sheng, Bin Yang: TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods. Proc. VLDB Endow. 17(9): 2363-2377 (2024)
5.Zhihao Chen, Tianji Yang, Yixiao Zheng, Zhao Zhang, Cheqing Jin, Aoying Zhou: Spectrum: Speedy and Strictly-Deterministic Smart Contract Transactions for Blockchain Ledgers. Proc. VLDB Endow. 17(10): 2541-2554 (2024)
6.Zihao Zhang, Huiqi Hu, Xuan Zhou, Yaofeng Tu, Weining Qian, Aoying Zhou: Fast Commitment for Geo-Distributed Transactions via Decentralized Co-coordinators. Proc. VLDB Endow. 17(10): 2555-2567 (2024)
7.Quanqing Xu, Chuanhui Yang, Aoying Zhou: Native Distributed Databases: Problems, Challenges and Opportunities. Proc. VLDB Endow. 17(12): 4217-4220 (2024)
8.Wei Zhao, Jiali Mao, Xingyi Lv, Cheqing Jin, Aoying Zhou: Multi-Source Domain Adaptation Enhanced Warehouse Dwell Time Prediction. IEEE Trans. Knowl. Data Eng. 36(6): 2533-2547 (2024)
9.Siyang Weng, Qingshuai Wang, Luyi Qu, Rong Zhang, Peng Cai, Weining Qian, Aoying Zhou: Lauca: A Workload Duplicator for Benchmarking Transactional Database Performance. IEEE Trans. Knowl. Data Eng. 36(7): 3180-3194 (2024)
10.Jianxiang Yu, Qingqing Ge, Xiang Li, Aoying Zhou: Heterogeneous Graph Contrastive Learning With Meta-Path Contexts and Adaptively Weighted Negative Samples. IEEE Trans. Knowl. Data Eng. 36(10): 5181-5193 (2024)
11.Haibo Tang, Huan Zhang, Zhenyu Zhang, Zhao Zhang, Cheqing Jin, Aoying Zhou: Towards High-performance Transactions via Hierarchical Blockchain Sharding. Euro-Par (1) 2024: 373-388
12.Xing Tong, Zheming Ye, Zhao Zhang, Cheqing Jin, Aoying Zhou: TELL: Efficient Transaction Execution Protocol Towards Leaderless Consensus. ICDE 2024: 1902-1915
13.Qingshuai Wang, Hao Li, Zirui Hu, Rong Zhang, Chengcheng Yang, Peng Cai, Xuan Zhou, Aoying Zhou: Mirage: Generating Enormous Databases for Complex Workloads. ICDE 2024: 3989-4001
14.Yu Wang, Xin Liu, Xuesong Lu, Aoying Zhou: iiPCS: Intent-Based In-Context Learning for Project-Specific Code Summarization. IJCNN 2024: 1-8
15.Zhicheng Pan, Yihang Wang, Yingying Zhang, Sean Bin Yang, Yunyao Cheng, Peng Chen, Chenjuan Guo, Qingsong Wen, Xiduo Tian, Yunliang Dou, Zhiqiang Zhou, Chengcheng Yang, Aoying Zhou, Bin Yang: MagicScaler: Uncertainty-aware, Predictive Autoscaling. Proc. VLDB Endow. 16(12): 3808-3821 (2023)
16.Yixin Cao, Jun Kuang, Ming Gao, Aoying Zhou, Yonggang Wen, Tat-Seng Chua: Learning Relation Prototype From Unlabeled Texts for Long-Tail Relation Extraction. IEEE Trans. Knowl. Data Eng. 35(2): 1761-1774 (2023)
17.Qingshuai Wang, Yuming Li, Rong Zhang, Ke Shu, Zhenjie Zhang, Aoying Zhou: A Scalable Query-Aware Enormous Database Generator for Database Evaluation. IEEE Trans. Knowl. Data Eng. 35(5): 4395-4410 (2023)
18.Jianing Wang, Chengyu Wang, Jun Huang, Ming Gao, Aoying Zhou: Uncertainty-Aware Self-Training for Low-Resource Neural Sequence Labeling. AAAI 2023: 13682-13690
19.Yuqin Yan, Yifan Zhu, Tao Wu, Jiali Mao, Qi Feng, Aoying Zhou: Ensembled Identification for Problematic Student Based on Multi-perspective Analysis Using College Students' Behavioral Data. ICCSE (3) 2023: 234-250
20.Yao Liu, Tianran Liu, Chaopeng Yi, Yuepeng Xu, Ming Gao, Wei Wang, Aoying Zhou: An Education-Oriented Collaborative Code Hosting Platform for Programming Courses. ICCSE (2) 2023: 304-315
21.Keqiang Li, Siyang Weng, Peiyuan Liu, Lyu Ni, Chengcheng Yang, Rong Zhang, Xuan Zhou, Jianghang Lou, Gui Huang, Weining Qian, Aoying Zhou: Leopard: A Black-Box Approach for Efficiently Verifying Various Isolation Levels. ICDE 2023: 722-735
22.Xiaodong Qi, Zhihao Chen, Haizhen Zhuo, Quanqing Xu, Chengyu Zhu, Zhao Zhang, Cheqing Jin, Aoying Zhou, Ying Yan, Hui Zhang: SChain: Scalable Concurrency over Flexible Permissioned Blockchain. ICDE 2023: 1901-1913
23.Wenyi Shen, Wenyu Wu, Jiali Mao, Jie Chen, Shaosheng Cao, Lisheng Zhao, Aoying Zhou, Lin Zhou: SAMI: A Shape-Aware Cycling Map Inference Framework for Designated Driving Service. ICDE 2023: 3269-3281
24.Zihao Chen, Chen Xu, Weining Qian, Aoying Zhou: Elastic Averaging for Efficient Pipelined DNN Training. PPoPP 2023: 380-391
25.Xing Tong, Zhao Zhang, Cheqing Jin, Wei Fan, Yanqin Yang, Aoying Zhou: Stretch-BFT: Workload-Adaptive and Stretchable Consensus Protocol for Permissioned Blockchain. SRDS 2023: 1-13
