Quanling Zhao

PhD student, Computer Science and Engineering, University of California, San Diego

Joined

February 2023

Names

Quanling Zhao (Preferred)

Emails

****@ucsd.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

PhD student

Computer Science and Engineering, University of California, San Diego (ucsd.edu)

2024 – 2027

Undergrad student

Computer Science and Engineering, University of California, San Diego (ucsd.edu)

2021 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Tajana Rosing

2024 – 2027

Expertise

Machine Learning

Present

Publications

HDDB: Efficient In-Storage SQL Database Search Using Hyperdimensional Computing on Ferroelectric NAND Flash
Quanling Zhao, Yanru Chen, Runyang Tian, Sumukh Pinge, Weihong Xu, Augusto Vega, Steven Holmes, Saransh Gupta, Tajana Rosing
- CoRR 2025
- Readers: Everyone
Random Feature Mean-Shift
Quanling Zhao, Anthony Hitchcock Thomas, Shirley Bian, Run Wang, Le Zhang, Tajana Rosing
- Submitted to ICLR 2026
- Readers: Everyone
Bridging the Gap Between Hyperdimensional Computing and Kernel Methods via the Nyström Method
Quanling Zhao, Anthony Hitchcock Thomas, Ari Brin, Xiaofan Yu, Tajana Rosing
- AAAI 2025
- Readers: Everyone
Offload Rethinking by Cloud Assistance for Efficient Environmental Sound Recognition on LPWANs
Le Zhang, Quanling Zhao, Run Wang, Shirley Bian, Onat Güngör, Flavio Ponzina, Tajana Rosing
- SenSys 2025
- Readers: Everyone
MultimodalHD: Federated Learning Over Heterogeneous Sensor Modalities using Hyperdimensional Computing
Quanling Zhao, Xiaofan Yu, Shengfan Hu, Tajana Rosing
- DATE 2024
- Readers: Everyone
Poster: Resource-Efficient Environmental Sound Classification Using Hyperdimensional Computing
Run Wang, Shirley Bian, Xiaofan Yu, Quanling Zhao, Le Zhang, Tajana Rosing
- SenSys 2024
- Readers: Everyone
Unleashing Hyperdimensional Computing with Nyström Method based Encoding
Quanling Zhao, Anthony Hitchcock Thomas, Xiaofan Yu, Tajana Rosing
- MLNCP Poster
- Readers: Everyone
Poster Abstract: Attentive Multimodal Learning on Sensor Data using Hyperdimensional Computing
Quanling Zhao, Xiaofan Yu, Tajana Rosing
- IPSN 2023
- Readers: Everyone
Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks
Xiaofan Yu, Lucy Cherkasova, Harsh Vardhan, Quanling Zhao, Emily Ekaireb, Xiyuan Zhang, Arya Mazumdar, Tajana Rosing
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- IoTDI 2023
- Readers: Everyone
ns3-fl: Simulating Federated Learning with ns-3
Emily Ekaireb, Xiaofan Yu, Kazim Ergun, Quanling Zhao, Kai Lee, Muhammad Huzaifa, Tajana Rosing
- WNS3 2022
- Readers: Everyone

View all 11 publications

Co-Authors

View all 26 co-authors