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ORCIDZiyun Li 0001
Person information
- affiliation: Reality Labs Research, Meta, Redmond, WA, USA
Other persons with the same name
- Ziyun Li — disambiguation page
- Ziyun Li 0002
![[0000-0003-4286-9030]](https://dblp.org/img/orcid-mark.12x12.png "0000-0003-4286-9030")
— City University of Hong Kong, Hong Kong, SAR, China
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2020 – today
- 2025
[c17]Yiwei Zhao, Jinhui Chen, Sai Qian Zhang, Syed Shakib Sarwar, Kleber Hugo Stangherlin, Jorge Tomás Gómez, Jae-Sun Seo, Barbara De Salvo, Chiao Liu, Phillip B. Gibbons, Ziyun Li:
H4H: Hybrid Convolution-Transformer Architecture Search for NPU-CIM Heterogeneous Systems for AR/VR Applications. ASP-DAC 2025: 1133-1141- [c16]Yiwei Zhao, Jinhui Chen, Sai Qian Zhang, Syed Shakib Sarwar, Kleber Hugo Stangherlin, Jorge Tomás Gómez, Jae-Sun Seo, Barbara De Salvo, Chiao Liu, Phillip B. Gibbons, Ziyun Li:
H4H: Hybrid Convolution-Transformer Architecture Search for NPU-CIM Heterogeneous Systems for AR/VR Applications (Abstract). HOPC@SPAA 2025: 28-30 - 2024
- [j13]Arpan Suravi Prasad, Moritz Scherer, Francesco Conti, Davide Rossi, Alfio Di Mauro, Manuel Eggimann, Jorge Tomás Gómez, Ziyun Li, Syed Shakib Sarwar, Zhao Wang, Barbara De Salvo, Luca Benini:
Siracusa: A 16 nm Heterogenous RISC-V SoC for Extended Reality With At-MRAM Neural Engine. IEEE J. Solid State Circuits 59(7): 2055-2069 (2024) - [j12]Qirui Zhang, Zichen Fan, Hyochan An, Zhehong Wang, Ziyun Li, Guanru Wang, Pierre Abillama, Hun-Seok Kim, David T. Blaauw, Dennis Sylvester:
RoboVisio: A Micro-Robot Vision Domain-Specific SoC for Autonomous Navigation Enabling Fully-on-Chip Intelligence via 2-MB eMRAM. IEEE J. Solid State Circuits 59(8): 2644-2658 (2024) - [j11]Xiaoyu Sun, Xiaochen Peng, Sai Qian Zhang, Jorge Gomez, Win-San Khwa, Syed Shakib Sarwar, Ziyun Li, Weidong Cao, Zhao Wang, Chiao Liu, Meng-Fan Chang, Barbara De Salvo, Kerem Akarvardar, H.-S. Philip Wong:
Estimating Power, Performance, and Area for On-Sensor Deployment of AR/VR Workloads Using an Analytical Framework. ACM Trans. Design Autom. Electr. Syst. 29(6): 1-27 (2024) - [j10]Yuan-Chun Luo, Anni Lu, Janak Sharda, Moritz Scherer, Jorge Tomás Gómez, Syed Shakib Sarwar, Ziyun Li, Reid Frederick Pinkham, Barbara De Salvo, Shimeng Yu:
Thermally Constrained Codesign of Heterogeneous 3-D Integration of Compute-in-Memory, Digital ML Accelerator, and RISC-V Cores for Mixed ML and Non-ML Workloads. IEEE Trans. Very Large Scale Integr. Syst. 32(9): 1718-1725 (2024) - [i6]Yiwei Zhao, Ziyun Li, Win-San Khwa, Xiaoyu Sun, Sai Qian Zhang, Syed Shakib Sarwar, Kleber Hugo Stangherlin, Yi-Lun Lu, Jorge Tomás Gómez, Jae-Sun Seo, Phillip B. Gibbons, Barbara De Salvo, Chiao Liu:
Neural Architecture Search of Hybrid Models for NPU-CIM Heterogeneous AR/VR Devices. CoRR abs/2410.08326 (2024) - 2023
- [j9]Haoran You, Yang Zhao, Cheng Wan, Zhongzhi Yu, Yonggan Fu, Jiayi Yuan, Shang Wu, Shunyao Zhang, Yongan Zhang, Chaojian Li, Vivek Boominathan, Ashok Veeraraghavan, Ziyun Li, Yingyan Celine Lin:
EyeCoD: Eye Tracking System Acceleration via FlatCam-Based Algorithm and Hardware Co-Design. IEEE Micro 43(4): 88-97 (2023) - [j8]Vivek Parmar, Syed Shakib Sarwar, Ziyun Li, Hsien-Hsin S. Lee, Barbara De Salvo, Manan Suri:
Exploring Memory-Oriented Design Optimization of Edge AI Hardware for Extended Reality Applications. IEEE Micro 43(6): 40-49 (2023) - [c15]Vivek Parmar, Sandeep Kaur Kingra, Syed Shakib Sarwar, Ziyun Li, Barbara De Salvo, Manan Suri:
Fully-Binarized Distance Computation based On-device Few-Shot Learning for XR applications. CVPR Workshops 2023: 4502-4508 - [c14]Moritz Scherer, Manuel Eggimann, Alfio Di Mauro, Arpan Suravi Prasad, Francesco Conti, Davide Rossi, Jorge Tomás Gómez, Ziyun Li, Syed Shakib Sarwar, Zhao Wang, Barbara De Salvo, Luca Benini:
Siracusa: A Low-Power On-Sensor RISC-V SoC for Extended Reality Visual Processing in 16nm CMOS. ESSCIRC 2023: 217-220 - [i5]Arpan Suravi Prasad, Moritz Scherer, Francesco Conti, Davide Rossi, Alfio Di Mauro, Manuel Eggimann, Jorge Tomás Gómez, Ziyun Li, Syed Shakib Sarwar, Zhao Wang, Barbara De Salvo, Luca Benini:
Siracusa: A 16 nm Heterogenous RISC-V SoC for Extended Reality with At-MRAM Neural Engine. CoRR abs/2312.14750 (2023) - 2022
- [c13]Haoran You, Cheng Wan, Yang Zhao, Zhongzhi Yu, Yonggan Fu, Jiayi Yuan, Shang Wu, Shunyao Zhang, Yongan Zhang, Chaojian Li, Vivek Boominathan, Ashok Veeraraghavan, Ziyun Li, Yingyan Lin:
EyeCoD: eye tracking system acceleration via flatcam-based algorithm & accelerator co-design. ISCA 2022: 610-622 - [c12]Qirui Zhang, Hyochan An, Zichen Fan, Zhehong Wang, Ziyun Li, Guanru Wang, Hun-Seok Kim, David T. Blaauw, Dennis Sylvester:
A 22nm 3.5TOPS/W Flexible Micro-Robotic Vision SoC with 2MB eMRAM for Fully-on-Chip Intelligence. VLSI Technology and Circuits 2022: 72-73 - [c11]Yang Zhao, Ziyun Li, Yonggan Fu, Yongan Zhang, Chaojian Li, Cheng Wan, Haoran You, Shang Wu, Xu Ouyang, Vivek Boominathan, Ashok Veeraraghavan, Yingyan Lin:
i-FlatCam: A 253 FPS, 91.49 µJ/Frame Ultra-Compact Intelligent Lensless Camera for Real-Time and Efficient Eye Tracking in VR/AR. VLSI Technology and Circuits 2022: 108-109 - [i4]Jorge Gomez, Saavan Patel, Syed Shakib Sarwar, Ziyun Li, Raffaele Capoccia, Zhao Wang, Reid Pinkham, Andrew Berkovich, Tsung-Hsun Tsai, Barbara De Salvo, Chiao Liu:
Distributed On-Sensor Compute System for AR/VR Devices: A Semi-Analytical Simulation Framework for Power Estimation. CoRR abs/2203.07474 (2022) - [i3]Haoran You, Cheng Wan, Yang Zhao, Zhongzhi Yu, Yonggan Fu, Jiayi Yuan, Shang Wu, Shunyao Zhang, Yongan Zhang, Chaojian Li, Vivek Boominathan, Ashok Veeraraghavan, Ziyun Li, Yingyan Lin:
EyeCoD: Eye Tracking System Acceleration via FlatCam-based Algorithm & Accelerator Co-Design. CoRR abs/2206.00877 (2022) - [i2]Vivek Parmar, Syed Shakib Sarwar, Ziyun Li, Hsien-Hsin S. Lee, Barbara De Salvo, Manan Suri:
Memory-Oriented Design-Space Exploration of Edge-AI Hardware for XR Applications. CoRR abs/2206.06780 (2022) - [i1]Yang Zhao, Ziyun Li, Yonggan Fu, Yongan Zhang, Chaojian Li, Cheng Wan, Haoran You, Shang Wu, Xu Ouyang, Vivek Boominathan, Ashok Veeraraghavan, Yingyan Lin:
i-FlatCam: A 253 FPS, 91.49 μJ/Frame Ultra-Compact Intelligent Lensless Camera for Real-Time and Efficient Eye Tracking in VR/AR. CoRR abs/2206.08141 (2022) - 2021
- [j7]Hyochan An, Sam Schiferl, Siddharth Venkatesan, Tim Wesley, Qirui Zhang, Jingcheng Wang, Kyojin Choo, Shiyu Liu, Bowen Liu, Ziyun Li, Luyao Gong, Hengfei Zhong, David T. Blaauw, Ronald G. Dreslinski, Hun-Seok Kim, Dennis Sylvester:
An Ultra-Low-Power Image Signal Processor for Hierarchical Image Recognition With Deep Neural Networks. IEEE J. Solid State Circuits 56(4): 1071-1081 (2021) - [j6]Ziyun Li, Zhehong Wang, Li Xu, Qing Dong, Bowen Liu, Chin-I Su, Wen-Ting Chu, George Tsou, Yu-Der Chih, Tsung-Yung Jonathan Chang, Dennis Sylvester, Hun-Seok Kim, David T. Blaauw:
RRAM-DNN: An RRAM and Model-Compression Empowered All-Weights-On-Chip DNN Accelerator. IEEE J. Solid State Circuits 56(4): 1105-1115 (2021) - 2020
- [c10]Jongyup Lim, Myungjoon Choi, Bowen Liu, Taewook Kang, Ziyun Li, Zhehong Wang, Yiqun Zhang, Kaiyuan Yang, David T. Blaauw, Hun-Seok Kim, Dennis Sylvester:
AA-ResNet: Energy Efficient All-Analog ResNet Accelerator. MWSCAS 2020: 603-606 - [c9]Hyochan An, Siddharth Venkatesan, Sam Schiferl, Tim Wesley, Qirui Zhang, Jingcheng Wang, Kyojin Choo, Shiyu Liu, Bowen Liu, Ziyun Li, Hengfei Zhong, Luyao Gong, David T. Blaauw, Ronald G. Dreslinski, Dennis Sylvester, Hun-Seok Kim:
A 170μW Image Signal Processor Enabling Hierarchical Image Recognition for Intelligence at the Edge. VLSI Circuits 2020: 1-2 - [c8]Zhehong Wang, Ziyun Li, Li Xu, Qing Dong, Chin-I Su, Wen-Ting Chu, George Tsou, Yu-Der Chih, Tsung-Yung Jonathan Chang, Dennis Sylvester, Hun-Seok Kim, David T. Blaauw:
An All-Weights-on-Chip DNN Accelerator in 22nm ULL Featuring 24×1 Mb eRRAM. VLSI Circuits 2020: 1-2
2010 – 2019
- 2019
- [j5]Ziyun Li, Jingcheng Wang, Dennis Sylvester, David T. Blaauw, Hun-Seok Kim:
A 1920 $\times$ 1080 25-Frames/s 2.4-TOPS/W Low-Power 6-D Vision Processor for Unified Optical Flow and Stereo Depth With Semi-Global Matching. IEEE J. Solid State Circuits 54(4): 1048-1058 (2019) - [j4]Ziyun Li, Jiang Xiang, Luyao Gong, David T. Blaauw, Chaitali Chakrabarti, Hun-Seok Kim:
Low Complexity, Hardware-Efficient Neighbor-Guided SGM Optical Flow for Low-Power Mobile Vision Applications. IEEE Trans. Circuits Syst. Video Technol. 29(7): 2191-2204 (2019) - [c7]Ziyun Li, Yu Chen, Luyao Gong, Lu Liu, Dennis Sylvester, David T. Blaauw, Hun-Seok Kim:
An 879GOPS 243mW 80fps VGA Fully Visual CNN-SLAM Processor for Wide-Range Autonomous Exploration. ISSCC 2019: 134-136 - 2018
- [j3]Ziyun Li, Qing Dong, Mehdi Saligane, Benjamin P. Kempke, Luyao Gong, Zhengya Zhang, Ronald G. Dreslinski, Dennis Sylvester, David T. Blaauw, Hun-Seok Kim:
A 1920 × 1080 30-frames/s 2.3 TOPS/W Stereo-Depth Processor for Energy-Efficient Autonomous Navigation of Micro Aerial Vehicles. IEEE J. Solid State Circuits 53(1): 76-90 (2018) - [c6]Ziyun Li, Jingcheng Wang, Dennis Sylvester, David T. Blaauw, Hun-Seok Kim:
A1920 × 1080 25FPS, 2.4TOPS/W Unified Optical Flow and Depth 6D Vision Processor for Energy-Efficient, Low Power Autonomous Navigation. VLSI Circuits 2018: 135-136 - 2017
- [c5]Ziyun Li, Qing Dong, Mehdi Saligane, Benjamin P. Kempke, Shijia Yang, Zhengya Zhang, Ronald G. Dreslinski, Dennis Sylvester, David T. Blaauw, Hun-Seok Kim:
3.7 A 1920×1080 30fps 2.3TOPS/W stereo-depth processor for robust autonomous navigation. ISSCC 2017: 62-63 - [c4]Qing Dong, Yejoong Kim, Inhee Lee, Myungjoon Choi, Ziyun Li, Jingcheng Wang, Kaiyuan Yang, Yen-Po Chen, Junjie Dong, Minchang Cho, Gyouho Kim, Wei-Keng Chang, Yun-Sheng Chen, Yu-Der Chih, David T. Blaauw, Dennis Sylvester:
11.2 A 1Mb embedded NOR flash memory with 39µW program power for mm-scale high-temperature sensor nodes. ISSCC 2017: 198-199 - [c3]Suyoung Bang, Jingcheng Wang, Ziyun Li, Cao Gao, Yejoong Kim, Qing Dong, Yen-Po Chen, Laura Fick, Xun Sun, Ronald G. Dreslinski, Trevor N. Mudge, Hun-Seok Kim, David T. Blaauw, Dennis Sylvester:
14.7 A 288µW programmable deep-learning processor with 270KB on-chip weight storage using non-uniform memory hierarchy for mobile intelligence. ISSCC 2017: 250-251 - 2016
- [j2]Yao Shi, Myungjoon Choi, Ziyun Li, Zhihong Luo, Gyouho Kim, Zhiyoong Foo, Hun-Seok Kim, David D. Wentzloff, David T. Blaauw:
A 10 mm3 Inductive Coupling Radio for Syringe-Implantable Smart Sensor Nodes. IEEE J. Solid State Circuits 51(11): 2570-2583 (2016) - [c2]Jiang Xiang, Ziyun Li, David T. Blaauw, Hun-Seok Kim, Chaitali Chakrabarti:
Low complexity optical flow using neighbor-guided semi-global matching. ICIP 2016: 4483-4487 - [c1]Yao Shi, Myungjoon Choi, Ziyun Li, Gyouho Kim, Zhiyoong Foo, Hun-Seok Kim, David D. Wentzloff, David T. Blaauw:
26.7 A 10mm3 syringe-implantable near-field radio system on glass substrate. ISSCC 2016: 448-449 - 2015
- [j1]Sechang Oh, Yoonmyung Lee, Jingcheng Wang, Zhiyoong Foo, Yejoong Kim, Wanyeong Jung, Ziyun Li, David T. Blaauw, Dennis Sylvester:
A Dual-Slope Capacitance-to-Digital Converter Integrated in an Implantable Pressure-Sensing System. IEEE J. Solid State Circuits 50(7): 1581-1591 (2015)
Coauthor Index
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