Research Projects
Research Overview

Projects
On-going project:
Architectural Support for Fully Homomorphic Encryption Computation

- Collaboration: Prof. Hang Lu (ICT, CAS)
- Funding Support: NSFC (No. 62002339); the Key Research Program of State Key Laboratory of Computer Architecture (No. CARCH4506).
- Publications: [HPCA2023-1] [HPCA2023-2]
Here are some examples of our past research projects:
Exploring Dynamic Trade-offs in Emerging Resistive Memory Technologies:

- Collaboration: Dr. Lunkai Zhang (Western Digital), Prof. Frederic T. Chong (UChicago) and Prof. Lei Jiang (IUB).
- Funding Support: CSC (No. 201504910535); NSFC (No. 62002339); the Key Research Program of State Key Laboratory of Computer Architecture (No. CARCH4506).
- Publications: [PACT2014] [HPCA2017] [ICCD2017] [TC2019]
Optimization for Machine Learning Accelerators based on Data Sparsity:

- Collaboration: Prof. Hang Lu (ICT, CAS) and Prof. Liang Chang (UESTC).
- Funding Support: NSFC (No. 62172387, 62002339 and 62104025); the Strategic Priority Research Program of the Chinese Academy of Sciences (No. XDB44030200); the NSAF (No. U2030204); the Key Research Program of State Key Laboratory of Computer Architecture (No. CARCH5301 and CARCH4506).
- Publications: [TCAD2019] [MICRO2021] [ICPP2021]
Secure Computation for Data-Intensive Applications:

- Collaboration: Prof. Rujia Wang (IIT).
- Funding Support: NSFC (No. 62002339); the Strategic Priority Research Program of the Chinese Academy of Sciences (No. XDB44030200).
- Publications: [HPCA2021]