Publications

Publications

Research in fully homomorphic encryption, post-quantum cryptography, and privacy-preserving machine learning. Grouped by theme; peer-reviewed venues listed before preprints.

Full list and live citation counts on Google Scholar.

Fully Homomorphic Encryption & GPU Acceleration

  1. VeloFHE: GPU acceleration for FHEW and TFHE bootstrapping IACR Transactions on Cryptographic Hardware and Embedded Systems 2025 9 citations
  2. Phantom: A CUDA-accelerated word-wise homomorphic encryption library IEEE Transactions on Dependable and Secure Computing 2024 54 citations
  3. Leveraging GPU in homomorphic encryption: Framework design and analysis of BFV variants IEEE Transactions on Computers 2024 7 citations
  4. cuXCMP: CUDA-accelerated private comparison based on homomorphic encryption IEEE Transactions on Information Forensics and Security 2023 6 citations
  5. CARM: CUDA-accelerated RNS multiplication in word-wise homomorphic encryption schemes for Internet of Things IEEE Transactions on Computers 2022 30 citations
  6. CuFDFB: Fast and private computation on non-linear functions using FHE Cryptology ePrint Archive 2025 1 citation Preprint
  7. XNET: A real-time unified secure inference framework using homomorphic encryption Cryptology ePrint Archive 2023 11 citations Preprint
  8. Implementing and benchmarking word-wise homomorphic encryption schemes on GPU Cryptology ePrint Archive 2023 4 citations Preprint

Post-Quantum Cryptography

  1. cuFalcon: An adaptive parallel GPU implementation for high-performance Falcon acceleration IEEE Transactions on Parallel and Distributed Systems 2026 Forthcoming
  2. CBPSPX: A CUDA-based batch parallel optimization of post-quantum signature SPHINCS+ IEEE Internet of Things Journal 2025 2 citations
  3. Optimized implementation of NTRU on RISC-V platform International Conference on Provable Security 2025
  4. HySecure: FPGA-based hybrid post-quantum and classical cryptography platform for end-to-end IoT security Electronics 2025 2 citations
  5. High-throughput GPU implementation of Dilithium post-quantum digital signature IEEE Transactions on Parallel and Distributed Systems 2024 41 citations
  6. cuML-DSA: Optimized signing procedure and server-oriented GPU design for ML-DSA IEEE Transactions on Dependable and Secure Computing 2024 16 citations
  7. 后量子密码算法的侧信道攻击与防御综述 (Side-channel attacks and defenses on post-quantum cryptography: a survey) Journal of Software (软件学报) 2021 3 citations
  8. AKCN-MLWE 算法 AVX2 高效实现 (Efficient AVX2 implementation of AKCN-MLWE) Chinese Journal of Computers (计算机学报) 2021 1 citation
  9. An efficient and scalable sparse polynomial multiplication accelerator for LAC on FPGA IEEE International Conference on Parallel and Distributed Systems 2020 2 citations

Privacy-Preserving Machine Learning

  1. Towards compute-efficient Byzantine-robust federated learning with fully homomorphic encryption Nature Machine Intelligence 2025 15 citations
  2. Noya: An efficient, flexible and secure CNN inference model based on homomorphic encryption International Conference on Security and Privacy in Communication Systems 2024
  3. BCPIR: More efficient keyword PIR via block building codewords International Conference on Security and Privacy in Communication Systems 2024
  4. CNN-Guardian: Secure neural network inference acceleration on edge GPU ACM Conference on Embedded Networked Sensor Systems 2023 2 citations
  5. Privacy-preserving federated learning using CKKS homomorphic encryption International Conference on Wireless Algorithms, Systems, and Applications 2022 27 citations
  6. Lancelot: Towards efficient and privacy-preserving Byzantine-robust federated learning within fully homomorphic encryption arXiv preprint 2024 16 citations Preprint