Zebin Yang | Meng Li's Homepagehttps://mengli.me/authors/zebin_yang_2024g/Zebin YangWowchemy (https://wowchemy.com)en-ushttps://mengli.me/media/icon_hu_ad1e0b0e8ea3c209.pngZebin Yanghttps://mengli.me/authors/zebin_yang_2024g/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/LightMamba: Efficient Mamba Acceleration on FPGA with Quantization and Hardware Co-designhttps://mengli.me/publication/date-2025-mamba/Mon, 24 Feb 2025 00:00:00 +0000https://mengli.me/publication/date-2025-mamba/MCUBERT: Memory-Efficient BERT Inference on Commodity Microcontrollershttps://mengli.me/publication/iccad-2024-mcubert/Sun, 27 Oct 2024 00:00:00 +0000https://mengli.me/publication/iccad-2024-mcubert/ProPD: Dynamic Token Tree Pruning and Generation for LLM Parallel Decodinghttps://mengli.me/publication/iccad-2024-propd/Sun, 27 Oct 2024 00:00:00 +0000https://mengli.me/publication/iccad-2024-propd/FastQuery: Communication-efficient Embedding Table Query for Private LLMs inferencehttps://mengli.me/publication/dac-2024-fastquery/Sun, 07 Jul 2024 00:00:00 +0000https://mengli.me/publication/dac-2024-fastquery/