Yiming Gan

ORCID

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 19

Top Venues

University of California, Santa Barbara, USA (PHD)

Education History

University of California, Santa Barbara, USA

PHD

Publications

Yuhui Hao, Yiming Gan, Bo Yu, Qiang Liu, Yinhe Han, Zishen Wan, Shaoshan Liu
ORIANNA: An Accelerator Generation Framework for Optimization-based Robotic Applications. ASPLOS (2) (2024)
Yuxuan Guo, Shaohui Peng, Jiaming Guo, Di Huang, Xishan Zhang, Rui Zhang, Yifan Hao, Ling Li, Zikang Tian, Mingju Gao, Yutai Li, Yiming Gan, Shuai Liang, Zihao Zhang, Zidong Du, Qi Guo, Xing Hu, Yunji Chen
Luban: Building Open-Ended Creative Agents via Autonomous Embodied Verification. CoRR (2024)
Yiyang Huang, Yuhui Hao, Bo Yu, Feng Yan, Yuxin Yang, Feng Min, Yinhe Han, Lin Ma, Shaoshan Liu, Qiang Liu, Yiming Gan
Corki: Enabling Real-time Embodied AI Robots via Algorithm-Architecture Co-Design. CoRR (2024)
Yuhui Hao, Yiming Gan, Bo Yu, Qiang Liu, Shaoshan Liu, Yuhao Zhu
BLITZCRANK: Factor Graph Accelerator for Motion Planning. DAC (2023)
Qiang Liu, Yuhui Hao, Weizhuang Liu, Bo Yu, Yiming Gan, Jie Tang, Shaoshan Liu, Yuhao Zhu
An Energy Efficient and Runtime Reconfigurable Accelerator for Robotic Localization. IEEE Trans. Computers 72 (7) (2023)
Yu Feng, Gunnar Hammonds, Yiming Gan, Yuhao Zhu
Crescent: Taming Memory Irregularities for Accelerating Deep Point Cloud Analytics. CoRR (2022)
Yiming Gan, Paul N. Whatmough, Jingwen Leng, Bo Yu, Shaoshan Liu, Yuhao Zhu
Braum: Analyzing and Protecting Autonomous Machine Software Stack. ISSRE (2022)
Abhishek Tyagi, Yiming Gan, Shaoshan Liu, Bo Yu, Paul N. Whatmough, Yuhao Zhu
Thales: Formulating and Estimating Architectural Vulnerability Factors for DNN Accelerators. CoRR (2022)
Yu Feng, Gunnar Hammonds, Yiming Gan, Yuhao Zhu
Crescent: taming memory irregularities for accelerating deep point cloud analytics. ISCA (2022)
Yiming Gan, Yu Bo, Boyuan Tian, Leimeng Xu, Wei Hu, Shaoshan Liu, Qiang Liu, Yanjun Zhang, Jie Tang, Yuhao Zhu
Eudoxus: Characterizing and Accelerating Localization in Autonomous Machines Industry Track Paper. HPCA (2021)
Weizhuang Liu, Bo Yu, Yiming Gan, Qiang Liu, Jie Tang, Shaoshan Liu, Yuhao Zhu
Archytas: A Framework for Synthesizing and Dynamically Optimizing Accelerators for Robotic Localization. MICRO (2021)
Yiming Gan, Yu Bo, Boyuan Tian, Leimeng Xu, Wei Hu, Shaoshan Liu, Qiang Liu, Yanjun Zhang, Jie Tang, Yuhao Zhu
Eudoxus: Characterizing and Accelerating Localization in Autonomous Machines. CoRR (2020)
Igor Fedorov, Marko Stamenovic, Carl Jensen, Li-Chia Yang, Ari Mandell, Yiming Gan, Matthew Mattina, Paul N. Whatmough
TinyLSTMs: Efficient Neural Speech Enhancement for Hearing Aids. INTERSPEECH (2020)
Yiming Gan, Yuxian Qiu, Jingwen Leng, Minyi Guo, Yuhao Zhu
Ptolemy: Architecture Support for Robust Deep Learning. MICRO (2020)
Yiming Gan, Yuxian Qiu, Jingwen Leng, Minyi Guo, Yuhao Zhu
Ptolemy: Architecture Support for Robust Deep Learning. CoRR (2020)
Igor Fedorov, Marko Stamenovic, Carl Jensen, Li-Chia Yang, Ari Mandell, Yiming Gan, Matthew Mattina, Paul N. Whatmough
TinyLSTMs: Efficient Neural Speech Enhancement for Hearing Aids. CoRR (2020)
Yiming Gan, Yuxian Qiu, Lele Chen, Jingwen Leng, Yuhao Zhu
Low-Latency Proactive Continuous Vision. PACT (2020)
Yiming Gan, Yuxian Qiu, Jingwen Leng, Yuhao Zhu
SVSoC: Speculative Vision Systems-on-a-Chip. IEEE Comput. Archit. Lett. 18 (1) (2019)
Xin Zhang, Huashan Liu, Yiyuan Zheng, Yuqing Sun, Wuneng Zhou, Yiming Gan, Guo Wei
Exponential stability for Markovian neutral stochastic systems with general transition probabilities and time-varying delay. Trans. Inst. Meas. Control 41 (2) (2019)

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Publication Activity (10 Years)

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Yiming Gan