Publications

Research papers and academic contributions

Peer-Reviewed Papers

Exploring Parallel Implementation of SPHINCS+ using Advanced Vector Extensions (AVX) Sets

Yaoyun Zhou, Kavin Rajasekaran, Qian Wang

25th International Symposium on Quality Electronic Design (ISQED), 2025

Published

This paper presents a comprehensive study on parallelizing SPHINCS+ digital signature algorithms using AVX512 instruction sets. Our implementation achieved a 56% runtime reduction over the AVX2 baseline, demonstrating significant performance improvements for post-quantum cryptographic operations.

Conference Presentations

Exploring Parallel Implementation of SPHINCS+ using Advanced Vector Extensions (AVX) Sets

Yaoyun Zhou, Kavin Rajasekaran, Qian Wang

25th International Symposium on Quality Electronic Design (ISQED), 2025

Presentation on parallel SPHINCS+ implementation using AVX instruction sets, demonstrating significant performance improvements for post-quantum cryptographic operations.

Research Interests

Post-Quantum Cryptography

Optimization and implementation of quantum-resistant cryptographic algorithms, particularly SPHINCS+ digital signatures.

Computer Vision

Deep learning approaches for video analysis, amodal completion, and temporal modeling using ConvLSTM architectures.

High-Performance Computing

Parallel algorithm design and optimization using SIMD instruction sets (AVX512) for cryptographic applications.

Machine Learning Systems

Efficient implementation of ML models for real-world applications, with focus on edge deployment and optimization.