王颖  研究员  

研究方向:

所属部门:智能计算机研究中心

导师类别:硕导计算机系统结构

联系方式:wangying2009@ict.ac.cn

个人网页:https://wangying-ict.github.io/

简       历:

2023年9月—今:中国科学院计算技术研究所,研究员

2017年9月—2023年9月:中国科学院计算技术研究所,副研究员,

2014年7月—2017年9月:中国科学院计算技术研究所,助理研究员

2012年10月—2014年1月:美国卡耐基梅隆大学,联合培养博士

2009年7月—2014年7月:中国科学院大学,博士生

2003年7月—2009年7月:哈尔滨工业大学,航天学院,本科生、硕士生

主要论著:

期刊文章:

[TCAD] Lian Liu, Ying Wang (通讯), 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 )

会议文章:

[ASPLOS24]Sonyun Qu, Shixin Zhao, Bing Li, Xuyi Cai, Lei Zhang, Ying Wang (通讯), "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(通讯), Ying Wang(通讯), 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 (通讯), 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 (通讯),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 (通讯), 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 (通讯), 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 (通讯), "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 (通讯), 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)


科研项目:

[1] 科技部重点研发项目(常规):芯粒集成的存储架构与规范,项目首席

[2] 基金委面上项目:面向嵌入式深度神经网络处理器的低功耗设计技术研究,项目负责人; 

[3] 基金委青年科学基金项目,“低功耗三维堆叠DRAM存储器刷新技术”,2015,项目负责人; 

[4] 基金委自然科学基金重点项目,“差错容忍计算器件基础理论与方法”,2015,主要负责人

获奖及荣誉:

[1] 2016年,国际设计自动化会议(DAC)低功耗图像识别挑战赛两项比赛第一名

[2] 2017年,中国科协青年人才托举计划

[3] 2017年,CCF-Intel青年人才提升计划

[4] 2017年,CCF青年人才发展计划

[5] 2018年,国际设计自动化会议(DAC)系统设计挑战赛(SDC)track-2冠军

[6] 2022年,IEEE/ACM DAC 40岁以下创新奖(1/4)

[7] 2022年,中国计算机学会技术发明一等奖(排名:1)

[8] 2022年,中国计算机学会青年科学家奖