Chang Sheng
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Transferable electronic structure prediction via Slater-Koster constrained graph attention neural network. Physical Review B. 113. 2026.
Single-Step Hardware-Aware Neural Network Quantization with Mixed Precision. IEEE Transactions on Computers. 75 (5). 1809-1819. 2026.
MetaAccel: A High-Performance and Agile Accelerator Design Framework with Multi Clock Domain Optimization for Complex CNN. IEEE Transactions on Circuits and Systems I: Regular Papers. DOI: 10.1109/TCSI.2025.3586373. 2025.
A high-intensity solution of hardware accelerator for sparse and redundant computations in semantic segmentation models. IEEE Transactions on Computers. DOI:10.1109/TC.2025.3585354. 2025.
Graph Representation Framework for Accelerating Atomic-level Semiconductor Device Simulation. IEEE Transactions on Electron Devices. DOI: 10.1109/TED.2025.3556051. 2025.
National Natural Science Foundation of China (NSFC). 基于波函数分布和图神经网络的低维界面局域性质理解. 62074116. 2021-01-01 to 2024-12-31.
National Natural Science Foundation of China (NSFC). 以哈密顿量为核心融合机器学习的多尺度低维纳米器件设计方法. 61874079. 2019-01-01 to 2022-12-31.
National Natural Science Foundation of China (NSFC). 多值逻辑应用驱动的石墨烯纳米带超晶格场效应器件原理设计. 61574102. 2016-06-01 to 2019-12-31.
National Natural Science Foundation of China (NSFC). 基于器件物理的射频石墨烯场效应管集约模型研究. 61204096. 2013-01-01 to 2015-12-31.
Provincial municipal and autonomous regional science and technology projects. 软硬融合的AI芯片设计方法研究. 2023010201010077. 2023-06-01 to 2025-06-30.
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