| Jan 1, 2025 |  Ziyu Liu joined our group as a Ph.D., welcome! |
| Aug 19, 2024 | I have transitioned my career to the Department of Electrical and Computer Engineering at Binghamton University, SUNY. |
| Jul 8, 2024 | Our paper (with T. Zhou et. al.) AdaPI: Facilitating DNN Model Adaptivity for Efficient Private Inference in Edge Computing has been accepted by ICCAD 2024. |
| Feb 26, 2024 | Our paper (with Z. Liu et. al.) TBNet: A Neural Architectural Defense Framework Facilitating DNN Model Protection in Trusted Execution Environments has been accepted by DAC 2024. |
| Sep 21, 2023 | Our paper (with P. Hongwu et. al.), LinGCN: Structural Linearized Graph Convolutional Network for Homomorphically Encrypted Inference has been accepted by NeurIPS 2023.[code] |
| Sep 1, 2023 | I start my career journey at UMassD today. |
| Jul 24, 2023 | Our paper, AQ2PNN: Enabling Two-party Privacy-Preserving Deep Neural Network Inference with Adaptive Quantization has been accepted by MICRO 2023. |
| Jul 10, 2023 | Two of our papers, DeepShuffle: A Lightweight Defense Framework against Adversarial Fault Injection Attacks on Deep Neural Networks in Multi-Tenant Cloud-FPGA and Side-Channel-Assisted Reverse-Engineering of Encrypted DNN Hardware Accelerator IP and Attack Surface Exploration (with C. Gongye et. al.) have been accepted by S&P 2024. |