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Three Papers Accepted by DAC 2024
Three papers on efficient and privacy-preserving deep learning are accepted by DAC'2024 as regular papers, includin “Alchemist: A Unified Accelerator Architecture for Cross-Scheme Fully Homomorphic Encryption”, “FastQuery: Communication-efficient Embedding Table Query for Private LLMs inference”, and “MoteNN: Memory Optimization via Fine-grained Scheduling for Deep Neural Networks on Tiny Devices”.
Last updated on Feb 20, 2024
One Paper Accepted in IEEE CICC'2024
One paper on “MixCIM: A Hybrid-Cell-Based Computing-in-Memory Macro with Less-Data-Movement and Activation-Memory-Reuse for Depthwise Separable Neural Networks” is accepted by IEEE CICC'2024.
Last updated on Feb 16, 2024
One Paper Accepted in IEEE TCASI'2024
One paper on “A 16.38TOPS and 4.55POPS/W SRAM Computing-in-Memory Macro for Signed Operands Computation and Batch Normalization Implementation” is accepted by IEEE TCASI'2024.
Last updated on Feb 16, 2024
One Paper Accepted in DATE 2024
One paper on “ASCEND: Accurate yet Efficient End-to-End Stochastic Computing Acceleration of Vision Transformer” is accepted by DATE'2024 as a regular paper.
Last updated on Feb 16, 2024
One Paper Accepted in 3DV 2024
One paper on “Enhancing 3D Detection Through Feature Aligned Deep Fusion” is accepted by 3DV'2024.
Last updated on Nov 10, 2023
One Paper Accepted in NeurIPs 2023
One paper on “CoPriv: Network/Protocol Co-Optimization for Communication-Efficient Private Inference” is accepted by NeurIPs'2023.
Last updated on Feb 16, 2024
One Papers Accepted in ICCV 2023
One paper on “MPCViT: Searching for Accurate and Efficient MPC-Friendly Vision Transformer with Heterogeneous Attention” is accepted by ICCV'2023.
Last updated on Feb 16, 2024
Three Papers Accepted in ICCAD 2023
Three papers on “Falcon{:} Accelerating Homomorphically Encrypted Convolutions for Efficient Private Mobile Network Inference”, “Memory-aware Scheduling for Complex Wired Networks with Iterative Graph Optimization”, and “READ{:} Reliability-Enhanced Accelerator Dataflow Optimization using Critical Input Pattern Reduction” is accepted by ICCAD'2023 as regular papers.
Last updated on Jul 24, 2023
One Paper Accepted by IEEE TCAD
One paper on “AVATAR- An Aging- and Variation-Aware Dynamic Timing Analyzer for Error-Efficient Computing” is accepted by IEEE TCAD.
Last updated on Mar 7, 2023
TPC of DAC'23 and GLSVLSI'23 and co-chair of DAC'23 Student Design Contest and Ph.D. Forum
Dr. Li serves on the TPC of DAC'23 and GLSVLSI'23 as well as the co-chair of DAC'23 Student Design Contest and Ph.D. Forum.
Last updated on Mar 7, 2023
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