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Ziyun Li
ORCID
Publication Activity (10 Years)
Years Active: 2014-2024
Publications (10 Years): 42
Top Topics
Image Recognition
Aerial Vehicles
Optical Flow
Low Complexity
Top Venues
CoRR
IEEE J. Solid State Circuits
ISSCC
VLSI Circuits
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Publications
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Ziyun Li
,
Christoph Meinel
,
Haojin Yang
Generalized Categories Discovery for Long-tailed Recognition.
CoRR
(2024)
Ziyun Li
,
Ben Dai
,
Furkan Simsek
,
Christoph Meinel
,
Haojin Yang
ImbaGCD: Imbalanced Generalized Category Discovery.
CoRR
(2024)
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) (2024)
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) (2024)
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) (2023)
Ziyun Li
,
Jona Otholt
,
Ben Dai
,
Di Hu
,
Christoph Meinel
,
Haojin Yang
Supervised Knowledge May Hurt Novel Class Discovery Performance.
CoRR
(2023)
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)
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
(2023)
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)
Ziyun Li
,
Xinshao Wang
,
Neil M. Robertson
,
David A. Clifton
,
Christoph Meinel
,
Haojin Yang
SMKD: Selective Mutual Knowledge Distillation.
IJCNN
(2023)
Ziyun Li
,
Jona Otholt
,
Ben Dai
,
Di Hu
,
Christoph Meinel
,
Haojin Yang
Supervised Knowledge May Hurt Novel Class Discovery Performance.
Trans. Mach. Learn. Res.
2023 (2023)
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) (2023)
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)
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
(2022)
Xin Dong
,
Barbara De Salvo
,
Meng Li
,
Chiao Liu
,
Zhongnan Qu
,
H. T. Kung
,
Ziyun Li
SplitNets: Designing Neural Architectures for Efficient Distributed Computing on Head-Mounted Systems.
CoRR
(2022)
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)
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
(2022)
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
(2022)
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
(2022)
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)
Ziyun Li
,
Jona Otholt
,
Ben Dai
,
Di Hu
,
Christoph Meinel
,
Haojin Yang
A Closer Look at Novel Class Discovery from the Labeled Set.
CoRR
(2022)
Xin Dong
,
Barbara De Salvo
,
Meng Li
,
Chiao Liu
,
Zhongnan Qu
,
H. T. Kung
,
Ziyun Li
SplitNets: Designing Neural Architectures for Efficient Distributed Computing on Head-Mounted Systems.
CVPR
(2022)
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) (2021)
Ziyun Li
,
Xinshao Wang
,
Haojin Yang
,
Di Hu
,
Neil Martin Robertson
,
David A. Clifton
,
Christoph Meinel
Not All Knowledge Is Created Equal.
CoRR
(2021)
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) (2021)
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)
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)
Fei Gao
,
Ziyun Li
,
Jun Yu
,
Junze Yu
,
Qingming Huang
,
Qi Tian
Style-adaptive photo aesthetic rating via convolutional neural networks and multi-task learning.
Neurocomputing
395 (2020)
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)
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) (2019)
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) (2019)
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)
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)
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) (2018)
Panpeng Li
,
Ziyun Li
,
Fei Gao
,
Li Wan
,
Jun Yu
Convolutional neural networks for intestinal hemorrhage detection in wireless capsule endoscopy images.
ICME
(2017)
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)
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)
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)
Yao Shi
,
Myungjoon Choi
,
Ziyun Li
,
Zhihong Luo
,
Gyouho Kim
,
Zhiyoong Foo
,
Hun-Seok Kim
,
David D. Wentzloff
,
David T. Blaauw
Inductive Coupling Radio for Syringe-Implantable Smart Sensor Nodes.
IEEE J. Solid State Circuits
51 (11) (2016)
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)
Jiang Xiang
,
Ziyun Li
,
David T. Blaauw
,
Hun-Seok Kim
,
Chaitali Chakrabarti
Low complexity optical flow using neighbor-guided semi-global matching.
ICIP
(2016)
Jiang Xiang
,
Ziyun Li
,
Hun-Seok Kim
,
Chaitali Chakrabarti
Hardware-Efficient Neighbor-Guided SGM Optical Flow for Low Power Vision Applications.
SiPS
(2016)
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) (2015)
Ziyun Li
,
Ling Jin
,
Jochen Lang
,
Emil M. Petriu
Dissection simulation of deformable objects using the extended finite element method.
HAVE
(2014)