Ph.D, Associate Professor
College of Computer Science
& Technology, Nanjing University of Aeronautics & Astronautics,
China.
Email: jzh@nuaa.edu.cn
Telephone:
+86-25-84896490-16116
Address: Room 116, Computer Science Building, No. 29 of Jiangjun Avenue,
Jiangning District,
Nanjing University of Aeronautics and Astronautics, Nanjing, Jiangsu Province,
211106, China
Short Bio
I joined the College of
Computer Science & Technology of
Nanjing University of Aeronautics & Astronautics (NUAA) in June, 2009.
From September 2018 to July 2019, I was a visiting scholar at the department of computer science, Nanjing University. From February 2016 to February 2017, I
was a visiting fellow of
the School of Computer Science and Engineering, The University of New South Wales (UNSW), Sydney, Australia. Before that, I was a
post-doc at the department of Computer Science & Technology, Tsinghua
University (THU) from July 2007 to June 2009. I earned my Ph. D and MS degrees in Computer Science
from Nanjing University of Aeronautics & Astronautics (NUAA) in 2007 and 2004,
respectively. After 4 years' study at Nanjing University of Information Science &
Technology (NUIST) with the Highest Score of the entrance examination, I got my Bachelor degree of Computer Science in 2001.
Research Interests
- Regret Minimization (Happiness Maximization) Queries(ongoing); Skyline Computation & k Representative Databases
- Video Summarization(ongoing); Multiobject Tracking(ongoing)
- Spatial Databases
-
Probabilistic & Uncertain Data Management
- Submodular Maximization(ongoing), Approximation Algorithms(onging), Computational Geometry, Monte Carlo Methods,
Gaussian Processes, Particle Filtering, Probability Theory and so on.
Projects
-
Regret based k Representative Databases (2016-
)
-
Video Summarization (2020-
)
-
Applying Skyline Query Processing Techniques to Solve Urgent
Security Problems in Airports (2018-2020)
-
Spatial Skyline Queries and Context-aware Skyline Queries
(2014-2017)
-
Data
Management Techniques in Sensor Networks (2009-2015)
Courses
-
An Introduction to Database Systems, Spring 2010,
Spring 2011, Spring 2012, Spring 2013, Spring 2014, Spring 2015, Spring 2017,
Spring 2018, Spring 2019, Spring 2020, Spring 2021, Spring 2022, Spring 2023, Spring 2024
-
Practicum in Database Systems, Spring 2017, Spring 2018, Spring 2019, Spring 2020, Spring 2021, Spring 2022, Spring 2023, Spring 2024
-
Modern Database Technologies, Fall 2010, Fall
2011, Fall 2012
-
Advances in Computer Science, Spring 2010,
Fall 2011
-
Recent Advances in Computer Science, Fall 2010,
Fall 2011, Spring 2012
-
Database Design & Implementation, Spring 2010
-
Database System Implementation Techniques, Spring 2014
-
Knowledge Base &
Object-Relational Database Systems, Fall 2009
Selected Papers
Zhengchen Yang, Jiping Zheng.
Online Submodular Maximization via Adaptive Thresholds
The 33rd International Joint Conference on Artificial Intelligence (IJCAI), Jeju Island, South Korea, August 3-9, 7065-7073, 2024.
Jiping Zheng, Fanxu Meng, Yanhao Wang, Xiaoyang Wang, Sheng Wang, Yuan Ma, Zhiyang Hao.
Hybrid Regret Minimization: A Submodular Approach
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2024, 36(7): 3151-3165.
Yanhao Wang, Jiping Zheng, Fanxu Meng.
Improved Algorithm for Regret Ratio Minimization in Multi-Objective Submodular Maximization
Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI), Washington, DC, USA, February 7-14, 12500-12508, 2023.
Jiping Zheng, Yuan Ma, Wei Ma, Yanhao Wang, Xiaoyang Wang.
Happiness Maximizing Sets under Group Fairness Constraints
Proceedings of the VLDB Endowment (PVLDB), 2022, 16(2): 291-303. (VLDB '23)
Jiping Zheng, Wei Ma, Yanhao Wang, Xiaoyang Wang.
Continuous k-Regret Minimization Queries: A Dynamic Coreset Approach.
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023, 35(6): 5680-5694.
Jiping Zheng, Qi Dong, Xiaoyang Wang, Ying Zhang, Wei Ma, Yuan Ma.
Efficient Processing of k-regret Minimization Queries with Theoretical Guarantees
Information Sciences, 2022, Volume 586, pages 99-118.
Jiping Zheng, Xingnan Huang, Yuan Ma.
Efficient Computation of Deletion-Robust k-Coverage Queries
Knowledge and Information Systems (KAIS), 2021, 63(3): 759-789.
Jiping Zheng, Qi Dong, Xianhong Qiu, Xingnan Huang.
Accelerated Algorithms for Maximizing Average Happiness Ratio in Databases
Frontiers of Computer Science (FCS), 2021, 15(6): 156618
Chen Chen, Jiping Zheng, Weijun Yan, Meijing Wang.
IDEAL: IDEntifying the User's IdeAL Tuple via Sorting in the Database
The 29th ACM International Conference on
Information and Knowledge Management (CIKM), Online, Galway, Ireland,
October 19-23, 3373-3376, 2020. (Demo paper, 60/161=37%)
Jiping Zheng, Chen Chen.
Sorting-based Interactive Regret Minimization
The 4th Asia Pacific Web (APWeb) and Web-Age Information Management (WAIM) Joint International Conference on Web and Big Data (APWeb-WAIM), Tianjin, China, August 12-14, 473–490, 2020. (Full paper, 68/259=26.25%)
Jiping Zheng, Ganfeng Lu.
k-SDPP: Fixed-Size Video Summarization via Sequential Determinantal Point Processes
The 29th International Joint Conference on Artificial Intelligence and the 17th Pacific Rim International Conference on Artificial Intelligence (IJCAI-PRICAI) , Yokohama, Japan, July 11-17, 774-781, 2020. (592/4717=12.6%)
Ganfeng Lu, Jiping Zheng.
Fixed-size Video Summarization over Streaming Data via Non-monotone Submodular Maximization
The 2nd ACM International Conference on Multimedia in Asia (MMAsia), 32:1-32:7, 2020.
Qi Dong, Jiping Zheng.
Faster Algorithms for k-Regret Minimizing Sets via Monotonicity and Sampling
The 28th ACM International Conference on Information and Knowledge Management (CIKM), Beijing, China, November 03-07, 2213-2216, 2019.
Xingnan Huang, Jiping Zheng.
Streaming Deletion-Robust k-Coverage Queries
16th International Symposium on Spatial and Temporal Databases (SSTD), Vienna, Austria, August 19-21, 170-173, 2019.
Xingnan Huang, Jiping Zheng.
Deletion-Robust k-Coverage Queries
24th International Conference on Database
Systems for Advanced Applications (DASFAA), Chiang Mai, Thailand, April 22-25, 215-219, 2019.
Jiping Zheng, Shunqing Jiang, Jialiang Chen, Wei Yu.
Efficient
Processing of Distance-Time kth-Order Skyline Queries in Bicriteria
Networks
IET Intelligent Transport Systems, 13(5): 796-802, 2019.
Xianhong Qiu, Jiping Zheng, Qi Dong, Xingnan Huang.
Speed-Up Algorithms for Happiness-Maximizing Representative Databases
Asia-Pacific Web (APWeb) and Web-Age Information Management (WAIM) Joint
International Conference on Web and Big Data, Data Science (DS) Workshop,
321-335, 2018.
Jiping Zheng, Siman Zhang.
Adding ReputationRank to
Member Promotion using Skyline Operator in Social Networks
Computational Social Networks. 2018, 5 (1), 7, 19 pages.
Jiping Zheng, Jialiang Chen, Haixiang Wang.
Efficient Geometric Pruning Strategies for
Continuous Skyline Queries
ISPRS International Journal of Geo-Information. 2017, 6(3): 91,
28 pages.
Jialiang Chen, Jiping Zheng, Shunqing Jiang, Xianhong Qiu.
Distance-Based Continuous Skylines On Geo-Textual Data
1st International Workshop on Spatio-temporal Data Management and Analytics
(SDMA/APWeb), 228-240, 2016.
Best paper award !
Shunqing Jiang, Jiping Zheng, Jialiang Chen, Wei Yu.
K-th Order Skyline Queries in Bicriteria Networks
The 18th Asia Pacific Web Conference (APWeb), 488-491, 2016.
Jiping Zheng, Yongge Wang, Haixiang Wang, Wei Yu.
Asymptotic-Efficient Algorithms for Skyline Query Processing over
Uncertain Contexts
19th International Database Engineering & Applications Symposium (IDEAS), Full Paper, 106-115, Acceptance Ratio: 23%, 2015.
Jiping Zheng, Baoli Song, Yongge Wang, Haixiang Wang.
Adaptive Filter Updating for Energy-Efficient Top-k Queries in Wireless
Sensor Networks using Gaussian Process Regression
International Journal of Distributed Sensor Networks (IJDSN), Article ID 304198, 14 pages, 2015.
Haixiang Wang, Jiping Zheng, Baoli Song, Yongge Wang.
Histogram Estimation for Optimal Filter Skyline Query Processing in
Wireless Sensor Networks
International Journal of Distributed Sensor Networks (IJDSN), Article ID 681368, 15 pages, 2014.
Jiping Zheng,
Hui Zhang, Baoli Song, Haixiang Wang, and Yongge Wang.
Prediction based Filter Updating Policies for Top-k Monitoring Queries in Wireless Sensor Networks.
International Journal of Distributed Sensor Networks (IJDSN), Article ID 696978, 11 pages, 2014.
Other Papers
Please See DBLP and
CNKI.
Professional Activity
Misc.
Hobbies:
swimming, badminton, table tennis, go game, etc.
©
2009.
