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王穎  研究員  

研究方向:

所屬部門(mén):智能計(jì)算機(jī)研究中心

導(dǎo)師類(lèi)別:碩導(dǎo)計(jì)算機(jī)系統(tǒng)結(jié)構(gòu)

聯(lián)系方式:wangying2009@ict.ac.cn

個(gè)人網(wǎng)頁(yè):https://wangying-ict.github.io/

簡(jiǎn)       歷:

2023年9月—今:中國(guó)科學(xué)院計(jì)算技術(shù)研究所,研究員

2017年9月—2023年9月:中國(guó)科學(xué)院計(jì)算技術(shù)研究所,副研究員,

2014年7月—2017年9月:中國(guó)科學(xué)院計(jì)算技術(shù)研究所,助理研究員

2012年10月—2014年1月:美國(guó)卡耐基梅隆大學(xué),聯(lián)合培養(yǎng)博士

2009年7月—2014年7月:中國(guó)科學(xué)院大學(xué),博士生

2003年7月—2009年7月:哈爾濱工業(yè)大學(xué),航天學(xué)院,本科生、碩士生

主要論著:

期刊文章:

[TCAD] Lian Liu,?Ying Wang (通訊), Weiwei Chen, Xiandong Zhao, Huawei Li, Xiaowei Li, Yinhe Han, "An Automatic Neural Network Architecture-and-Quantization Joint Optimization Framework for Efficient Model Inference," in IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2024.(CCF-A )

[TCAD] Yintao He, Bing Li, Huawei Li, Xiaowei Li, Ying Wang, "A Task-Adaptive In-Situ ReRAM Computing for Graph Convolutional Networks," in IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2024.(CCF-A )

[TSC] Long Cheng; Yue Wang; Feng Cheng; Cheng Liu; Zhiming Zhao; Ying Wang, "Advancements in Accelerating Deep Neural Network Inference on AIoT Devices: A Survey," in IEEE Transactions on Sustainable Computing, 2024.

[TCAD] Mingkai Chen; Cheng Liu; Shengwen Liang; Lei He; Ying Wang; Lei Zhang; Huawei Li; Xiaowei Li, "An Energy-Efficient In-Memory Accelerator for Graph Construction and Updating," in IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2024.(CCF-A )

會(huì)議文章:

[ASPLOS24]Sonyun Qu, Shixin Zhao, Bing Li, Xuyi Cai, Lei Zhang, Ying Wang (通訊), "CIM-MLC: A Multi-level Compilation Stack for Computing-In-Memory Accelerators," in 29th Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS'24), 2024. (CCF-A)

[ASPLOS24]Haoran Wang, Lei Wang, Haobo Xu(通訊), Ying Wang(通訊), Yuming Li, and Yinhe Han, "PrimePar: Efficient Spatial-temporal Tensor Partitioning for Large Transformer Model Training," in 29th Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS'24), 2024. (CCF-A)

[DAC24] Yibo Du, Ying Wang (通訊), Shengwen Liang, Huawei Li, Xiaowei Li and Yinhe Han, “Chiplever: Towards Effortless Extension of Chiplet-based System for FHE,” in IEEE/ACM Proceedings of Design, Automation Conference, 2024.(CCF-A)

[DAC24] Kaiyan Chang, Kun Wang, Nan Yang, Ying Wang (通訊),Dantong Jin, Wenlong Zhu, Zhirong Chen, Cangyuan Li, Hao Yan, Mengdi Wang, Shengwen Liang, Huawei Li, Xiaowei Li and Yinhe Han, “Data is all you need: Finetuning LLMs for Chip Design via an Automated design-data augmentation framework,” in IEEE/ACM Proceedings of Design, Automation Conference, 2024.(CCF-A)

[DAC24] Lian Liu, Zhaohui Xu, Yintao He,?Ying Wang (通訊), Huawei Li, Xiaowei Li, Yinhe Han, “Drift: Leveraging Distribution-based Dynamic Precision Quantization for Efficient Deep Neural Network Acceleration,” in IEEE/ACM Proceedings of Design, Automation Conference, 2024.(CCF-A)

[ASPDAC24] Fuping Li, Ying Wang (通訊), Yujie Wang, Mengdi Wang, Yinhe Han, Huawei Li, Xiaowei Li, "Chipletizer: Repartitioning SoCs for Cost-Effective Chiplet Integration", In Proceedings of the 29th Asia and South Pacific Design Automation Conference (ASP-DAC), IEEE, 2024.(CCF-C)

[ASPDAC24] Lei Dai, Shengwen Liang, Ying Wang , Huawei Li, Xiaowei Li, "APoX: Accelerate Graph-Based Deep Point Cloud Analysis via Adaptive Graph Construction", In Proceedings of the 29th Asia and South Pacific Design Automation Conference (ASP-DAC), IEEE, 2024.(CCF-C)

[DATE24] Yintao He, Huawei Li, Xiaowei Li, Ying Wang (通訊), "Bit-Trimmer: Ineffectual Bit-operation Removal for CIM Architecture," IEEE/ACM Proceedings of Design, Automation and Test in Europe conference (DATE), 2024.(CCF-B)

[DATE24] Yibo Du, Shengwen Liang, Ying Wang (通訊), Huawei Li, Xiaowei Li and Yinhe Han, "GPACE: An Energy-Efficient PQ-based GCN Accelerator with Redundancy Reduction," IEEE/ACM Proceedings of Design, Automation and Test in Europe conference (DATE), 2024.(CCF-B)

[DATE24] Shengwen Liang, Ziming Yuan, Ying Wang, Cheng Liu, Huawei Li and Xiaowei Li, "HyQA: Hybrid Near-Data Processing Platform for Embedding based Question Answering System," IEEE/ACM Proceedings of Design, Automation and Test in Europe conference (DATE), 2024.(CCF-B)


科研項(xiàng)目:

[1]?基金委面上項(xiàng)目:面向嵌入式深度神經(jīng)網(wǎng)絡(luò)處理器的低功耗設(shè)計(jì)技術(shù)研究,項(xiàng)目負(fù)責(zé)人;?

[2]?基金委青年科學(xué)基金項(xiàng)目,“低功耗三維堆疊DRAM存儲(chǔ)器刷新技術(shù)”,2015,項(xiàng)目負(fù)責(zé)人;?

[3] 基金委自然科學(xué)基金重點(diǎn)項(xiàng)目,“差錯(cuò)容忍計(jì)算器件基礎(chǔ)理論與方法”,2015,主要負(fù)責(zé)人

獲獎(jiǎng)及榮譽(yù):

[1] 2016年,國(guó)際設(shè)計(jì)自動(dòng)化會(huì)議(DAC)低功耗圖像識(shí)別挑戰(zhàn)賽兩項(xiàng)比賽第一名

[2] 2017年,中國(guó)科協(xié)青年人才托舉計(jì)劃

[3] 2017年,CCF-Intel青年人才提升計(jì)劃

[4] 2017年,CCF青年人才發(fā)展計(jì)劃

[5] 2018年,國(guó)際設(shè)計(jì)自動(dòng)化會(huì)議(DAC)系統(tǒng)設(shè)計(jì)挑戰(zhàn)賽(SDC)track-2冠軍

[6] 2022年,IEEE/ACM DAC 40歲以下創(chuàng)新獎(jiǎng)(1/4)

[7] 2022年,中國(guó)計(jì)算機(jī)學(xué)會(huì)技術(shù)發(fā)明一等獎(jiǎng)(排名:1)

[8] 2022年,中國(guó)計(jì)算機(jī)學(xué)會(huì)青年科學(xué)家獎(jiǎng)

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