Algorithm/Software | 李萌的个人主页https://mengli.me/zh/tag/algorithm/software/Algorithm/SoftwareWowchemy (https://wowchemy.com)zh-HansWed, 14 May 2025 00:00:00 +0000https://mengli.me/media/icon_hu_ad1e0b0e8ea3c209.pngAlgorithm/Softwarehttps://mengli.me/zh/tag/algorithm/software/Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPChttps://mengli.me/zh/publication/usenix-2025-blb/Wed, 14 May 2025 00:00:00 +0000https://mengli.me/zh/publication/usenix-2025-blb/HybriMoE: Hybrid CPU-GPU Scheduling and Cache Management for Efficient MoE Inferencehttps://mengli.me/zh/publication/dac-2025-hybrimoe/Tue, 25 Feb 2025 00:00:00 +0000https://mengli.me/zh/publication/dac-2025-hybrimoe/ReaLM: Reliable and Efficient Large Language Model Inference with Statistical Algorithm-Based Fault Tolerancehttps://mengli.me/zh/publication/dac-2025-realm/Tue, 25 Feb 2025 00:00:00 +0000https://mengli.me/zh/publication/dac-2025-realm/SpecASR: Accelerating LLM-based Automatic Speech 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Private LLMs inferencehttps://mengli.me/zh/publication/dac-2024-fastquery/Sun, 07 Jul 2024 00:00:00 +0000https://mengli.me/zh/publication/dac-2024-fastquery/CoPriv: Network/Protocol Co-Optimization for Communication-Efficient Private Inferencehttps://mengli.me/zh/publication/neurips-2023-copriv/Thu, 14 Dec 2023 00:00:00 +0000https://mengli.me/zh/publication/neurips-2023-copriv/Falcon: Accelerating Homomorphically Encrypted Convolutions for Efficient Private Mobile Network Inferencehttps://mengli.me/zh/publication/iccad-2023-falcon/Tue, 24 Oct 2023 00:00:00 +0000https://mengli.me/zh/publication/iccad-2023-falcon/Memory-aware Scheduling for Complex Wired Networks with Iterative Graph Optimizationhttps://mengli.me/zh/publication/iccad-2023-mem/Tue, 24 Oct 2023 00:00:00 +0000https://mengli.me/zh/publication/iccad-2023-mem/MPCViT: Searching for Accurate and Efficient MPC-Friendly Vision Transformer with Heterogeneous Attentionhttps://mengli.me/zh/publication/iccv-2023-mpcvit/Tue, 24 Oct 2023 00:00:00 +0000https://mengli.me/zh/publication/iccv-2023-mpcvit/AVATAR: An Aging- and Variation-Aware Dynamic Timing Analyzer for Error-Efficient Computinghttps://mengli.me/zh/publication/tcad-2023-avatar/Fri, 07 Jul 2023 00:00:00 +0000https://mengli.me/zh/publication/tcad-2023-avatar/BiT: Robustly Binarized Multi-distilled Transformerhttps://mengli.me/zh/publication/neurips-2022-bit/Tue, 27 Sep 2022 00:00:00 +0000https://mengli.me/zh/publication/neurips-2022-bit/Depth Shrink: Empowering Hardware-Friendly Shallow Neural Networkshttps://mengli.me/zh/publication/icml-2022-depthshrink/Fri, 10 Jun 2022 00:00:00 +0000https://mengli.me/zh/publication/icml-2022-depthshrink/Omni-sparsity DNN: Fast Sparsity Optimization for On-Device Streaming E2E ASR via Supernethttps://mengli.me/zh/publication/icassp-2022-omnisparsity/Sun, 22 May 2022 00:00:00 +0000https://mengli.me/zh/publication/icassp-2022-omnisparsity/Multi-Scale High-Resolution Vision Transformer for Semantic Segmentationhttps://mengli.me/zh/publication/cvpr-2022-hrvit/Sat, 05 Mar 2022 00:00:00 +0000https://mengli.me/zh/publication/cvpr-2022-hrvit/SplitNets: Designing Neural Architectures for Efficient Distributed Computing on Head-Mounted Systemshttps://mengli.me/zh/publication/cvpr-2022-splitnet/Sat, 05 Mar 2022 00:00:00 +0000https://mengli.me/zh/publication/cvpr-2022-splitnet/NASViT: Neural Architecture Search for Efficient Vision Transformers with Gradient Conflict aware Supernet Traininghttps://mengli.me/zh/publication/iclr-2022-nasvit/Mon, 14 Feb 2022 00:00:00 +0000https://mengli.me/zh/publication/iclr-2022-nasvit/AlphaNet: Improved Training of Supernets with Alpha-Divergencehttps://mengli.me/zh/publication/icml-2021-alphanet/Thu, 10 Jun 2021 00:00:00 +0000https://mengli.me/zh/publication/icml-2021-alphanet/AttentiveNAS: Improving Neural Architecture Search via Attentive Samplinghttps://mengli.me/zh/publication/cvpr-2021-attentivenas/Thu, 01 Apr 2021 00:00:00 +0000https://mengli.me/zh/publication/cvpr-2021-attentivenas/KeepAugment: A Simple Information-Preserving Data Augmentation Approachhttps://mengli.me/zh/publication/cvpr-2021-keepaugment/Mon, 23 Nov 2020 00:00:00 +0000https://mengli.me/zh/publication/cvpr-2021-keepaugment/TimingSAT: Decamouflaging timing-based logic obfuscationhttps://mengli.me/zh/publication/itc-2018-timingsat/Mon, 01 Oct 2018 00:00:00 +0000https://mengli.me/zh/publication/itc-2018-timingsat/Federated Learning with Non-IID Datahttps://mengli.me/zh/publication/arxiv-2018-federated/Sat, 02 Jun 2018 00:00:00 +0000https://mengli.me/zh/publication/arxiv-2018-federated/PrivyNet: A Flexible Framework for Privacy-Preserving Deep Neural Network Traininghttps://mengli.me/zh/publication/arxiv-2018-privynet/Fri, 12 Jan 2018 00:00:00 +0000https://mengli.me/zh/publication/arxiv-2018-privynet/Cross-level monte carlo framework for system vulnerability evaluation against fault attackhttps://mengli.me/zh/publication/dac-2017-fault/Sun, 18 Jun 2017 00:00:00 +0000https://mengli.me/zh/publication/dac-2017-fault/AppSAT: Approximately Deobfuscating Integrated Circuitshttps://mengli.me/zh/publication/host-2017-appsat/Mon, 01 May 2017 00:00:00 +0000https://mengli.me/zh/publication/host-2017-appsat/A monte carlo simulation flow for seu analysis of sequential circuitshttps://mengli.me/zh/publication/dac-2016-seu/Sun, 05 Jun 2016 00:00:00 +0000https://mengli.me/zh/publication/dac-2016-seu/