Personal profile
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):
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SDG 7 Affordable and Clean Energy
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Collaborations and top research areas from the last five years
Projects
- 2 Active
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SHF: Small: Practical Privacy-preserving AI Offloading with Hybridizing Multi-party Computing and Strongly-secure Hardware
Maeng, K. (PI)
11/1/25 → 10/31/28
Project: Research project
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SaTC: CORE: Small: Utilizing Untrusted Machine Learning Services Safely via Privacy-Preserving User Data Embedding
Maeng, K. (PI) & Duk17@psuedu, D. K. (CoPI)
10/1/24 → 9/30/27
Project: Research project
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Characterizing the System Overhead of Discrete Noise Generation for Differential Privacy
Kong, S. H., Kim, D., Seo, E. & Maeng, K., 2025, (Accepted/In press) In: IEEE Computer Architecture Letters.Research output: Contribution to journal › Article › peer-review
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Hermes: Algorithm-System Co-design for Efficient Retrieval-Augmented Generation At-Scale
Shen, M., Umar, M., Maeng, K., Suh, G. E. & Gupta, U., Jun 21 2025, ISCA 2025 - Proceedings of the 52nd Annual International Symposium on Computer Architecture. Institute of Electrical and Electronics Engineers Inc., p. 958-973 16 p. (Proceedings - International Symposium on Computer Architecture).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access2 Link opens in a new tab Scopus citations -
In-depth Characterization of Machine Learning on an Optimized Multi-party Computing Library
Liu, J. & Maeng, K., 2025, (Accepted/In press) In: IEEE Computer Architecture Letters.Research output: Contribution to journal › Article › peer-review
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Pirate: No Compromise Low-Bandwidth VR Streaming for Edge Devices
Zhang, Y., Kang, Y., Ying, Z., Lu, W., Lan, S., Xu, H., Maeng, K., Sivasubramaniam, A., Kandemir, M. & Das, C., Mar 30 2025, ASPLOS 2025 - Proceedings of the 30th ACM International Conference on Architectural Support for Programming Languages and Operating Systems. Association for Computing Machinery, p. 882-896 15 p. (International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS; vol. 2).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Practical Federated Recommendation Model Learning Using ORAM with Controlled Privacy
Liu, J., Xiong, W., Suh, G. E. & Maeng, K., Mar 30 2025, ASPLOS 2025 - Proceedings of the 30th ACM International Conference on Architectural Support for Programming Languages and Operating Systems. Association for Computing Machinery, p. 913-932 20 p. (International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS; vol. 2).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access1 Link opens in a new tab Scopus citations