Tong Xie | Meng Li's Homepagehttps://mengli.me/authors/tong_xie_2024g/Tong XieWowchemy (https://wowchemy.com)en-ushttps://mengli.me/media/icon_hu_ad1e0b0e8ea3c209.pngTong Xiehttps://mengli.me/authors/tong_xie_2024g/Aging Aware Adaptive Voltage Scaling for Reliable and Efficient AI Acceleratorshttps://mengli.me/publication/iseda-2026-aging/Tue, 12 May 2026 00:00:00 +0000https://mengli.me/publication/iseda-2026-aging/NICE: 3D-NAND-based In-Memory-Computing with In-Situ ECC-Protection for Fault-Tolerant and Efficient LLM Inferencehttps://mengli.me/publication/iseda-2026-nice/Tue, 12 May 2026 00:00:00 +0000https://mengli.me/publication/iseda-2026-nice/CREATE: Cross-Layer Resilience Characterization and Optimization for Efficient yet Reliable Embodied AI Systemshttps://mengli.me/publication/asplos-2025-create/Sun, 01 Mar 2026 00:00:00 +0000https://mengli.me/publication/asplos-2025-create/DRIFT: Harnessing Inherent Fault Tolerance for Efficient and Reliable Diffusion Model Inferencehttps://mengli.me/publication/dac-2026-drift/Tue, 24 Feb 2026 00:00:00 +0000https://mengli.me/publication/dac-2026-drift/DySL-VLA: Efficient Vision-Language-Action Model Inference via Dynamic-Static Layer-Skipping for Robot Manipulationhttps://mengli.me/publication/dac-2026-dyslvla/Tue, 24 Feb 2026 00:00:00 +0000https://mengli.me/publication/dac-2026-dyslvla/KEEP: A KV-Cache-Centric Memory Management System for Efficient Embodied Planninghttps://mengli.me/publication/dac-2026-keep/Tue, 24 Feb 2026 00:00:00 +0000https://mengli.me/publication/dac-2026-keep/EfficientNav: Towards On-Device Object-Goal Navigation with Navigation Map Caching and Retrievalhttps://mengli.me/publication/neurips-2025-efficientnav/Sun, 14 Dec 2025 00:00:00 +0000https://mengli.me/publication/neurips-2025-efficientnav/SpecMamba: Accelerating Mamba Inference on FPGA with Speculative Decodinghttps://mengli.me/publication/iccad-2025-specmamba/Mon, 27 Oct 2025 00:00:00 +0000https://mengli.me/publication/iccad-2025-specmamba/A 28nm 534.6TOPS/W Mixed-Precision Edge Accelerator for Embodied AI Using Stochastic Computinghttps://mengli.me/publication/asscc-2025-sc/Wed, 10 Sep 2025 00:00:00 +0000https://mengli.me/publication/asscc-2025-sc/ReaLM: Reliable and Efficient Large Language Model Inference with Statistical Algorithm-Based Fault Tolerancehttps://mengli.me/publication/dac-2025-realm/Tue, 25 Feb 2025 00:00:00 +0000https://mengli.me/publication/dac-2025-realm/ASCEND: Accurate yet Efficient End-to-End Stochastic Computing Acceleration of Vision Transformerhttps://mengli.me/publication/date-2024-sc/Fri, 08 Mar 2024 00:00:00 +0000https://mengli.me/publication/date-2024-sc/