2025.09: One paper related to DP image synthesis has been accepted by SIGMOD 2026.
2025.08: Honored to be invited to serve as a reviewer for Nature journal (IF=48.5).
2025.06: One paper related to DP image synthesis has been accepted by CCS 2025.
2025.05: Two papers related to LLM security have been accepted by ACL 2025.
2025.03: One paper related to refining DPSGD has been accepted by IEEE Transactions on Information Forensics & Security (TIFS).
2025.02: One paper related to DP image dataset synthesis has been accepted by S&P 2025.
2025.02: One paper related to enhancing region-level multimodal tasks has been accepted by CVPR 2025.
2025.01: One paper related to BigCode evaluations has been accepted by ICLR 2025.
2024.08: One paper related to machine unlearning has been accepted by NDSS 2025.
2024.08: One paper related to DP data streams has been accepted by SIGMOD 2025.
2024.08: One paper related to DP network dataset synthesis has been accepted by IMC 2024.
2024.06: One paper related to LMM captioning has been accepted by ECCV 2024.
2024.06: One paper related to DP data stream release has been accepted, and another paper related to machine unlearning has received a major revision from NDSS 2025.
2024.04: One paper related to DP image dataset synthesis has been accepted by USENIX Security 2024.
2024.03: One paper has been accepted by IEEE S&P 2024.
2023.09: One paper has been accepted by NeurIPS 2023.
2022.12: Our paper wins the Honorable Mention Award at ACSAC 2022!
Background
Research interests include reinforcement learning security, offline reinforcement learning, convex duality in reinforcement learning, adversarial policy, generative models, and variational inference.