Personal profile
Research interests
Computer Science / Information Technology - Parallel and distributed algorithms
Mathematics & Statistics - Sampling
Computer Science / Information Technology - Differential privacy
Computer Science / Information Technology - Data streams
Position Held
Related documents
Education/Academic qualification
PhD in Computer Science, PhD, Duke University
2006
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
-
SDG 3 Good Health and Well-being -
SDG 7 Affordable and Clean Energy
Fingerprint
- 1 Similar Profiles
Collaborations and top research areas from the last five years
-
Design of Privacy-preserving Personalized Pricing and Vehicle Dispatching Algorithms for Mobility Services
JIAN, S. (PI), YI, K. (CoI) & YANG, K. (CoI)
1/01/25 → 31/12/27
Project: Research
-
Confidence Intervals for Differentially Private Query Processing
YI, K. (PI)
1/01/25 → 31/12/27
Project: Research
-
-
Answering Relational Queries Under Differential Privacy
YI, K. (PI)
1/01/23 → 31/12/25
Project: Research
-
Research output
-
Approximate DBSCAN under Differential Privacy
QIU, Y. & YI, K., 18 Jun 2025, p. 1-24. 24 p.Research output: Contribution to conference › Conference Paper › peer-review
Open Access -
Counting Subgraphs under Shuffle Differential Privacy
Fang, J. & Yi, K., 22 Nov 2025, CCS 2025 - Proceedings of the 2025 ACM SIGSAC Conference on Computer and Communications Security. Association for Computing Machinery, Inc, p. 2369-2383 15 p. (CCS 2025 - Proceedings of the 2025 ACM SIGSAC Conference on Computer and Communications Security).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
Open Access -
Differential Privacy on Fully Dynamic Streams
QIU, Y. & YI, K., 2025.Research output: Contribution to conference › Conference Paper › peer-review
-
Flexway O-Sort: Enclave-Friendly and Optimal Oblivious Sorting
Gu, T., Wang, Y., Tinoco, A., Chen, B., Yi, K. & Shi, E., Aug 2025, Proceedings of the 34th USENIX Security Symposium. USENIX Association, p. 7563-7582 20 p. (Proceedings of the 34th USENIX Security Symposium).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
-
Personalized Truncation for Personalized Privacy
SUN, D., DONG, W., QIU, Y. & YI, K., Jun 2025, p. 1-25.Research output: Contribution to conference › Conference Paper › peer-review
Activities
- 2 Editorial work
-
IEEE Transactions on Knowledge and Data Engineering (Journal)
YI, K. (Associate Editor)
1 Jan 2015 → 1 Feb 2020Activity: Publication peer-review and editorial work › Editorial work
-
ACM Transactions on Database Systems (Journal)
YI, K. (Associate Editor)
1 Jan 2015 → …Activity: Publication peer-review and editorial work › Editorial work
Awards
-
-
-
SIGMOD 2024 Best Paper Honorable Mention
YI, K. (Recipient), Jun 2024
Prize: Best Paper Award and Prize
-
ACM SIGMOD Research Highlight Award
YI, K. (Recipient), Jun 2023
Prize: Other Research Award and Prize
-
ACM SIGMOD Research Highlight Award
YI, K. (Recipient), Jun 2023
Prize: Other Research Award and Prize