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Ziyun Li
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2020 – today
- 2024
- [j14]Arpan Suravi Prasad
, Moritz Scherer
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) - [j13]Qirui Zhang
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) - [j12]Yuan-Chun Luo
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) - [c21]Ziyun Li, Ben Dai, Christoph Meinel, Haojin Yang:
Otem-IGCD: An Optimal Transport-based EM Framework for Imbalanced Generalized Category Discovery. IJCNN 2024: 1-9 - [i12]Ziyun Li, Christoph Meinel, Haojin Yang:
Generalized Categories Discovery for Long-tailed Recognition. CoRR abs/2401.05352 (2024) - [i11]Ziyun Li, Ben Dai, Furkan Simsek, Christoph Meinel, Haojin Yang:
ImbaGCD: Imbalanced Generalized Category Discovery. CoRR abs/2401.05353 (2024) - [i10]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
- [j11]Haoran You
EyeCoD: Eye Tracking System Acceleration via FlatCam-Based Algorithm and Hardware Co-Design. IEEE Micro 43(4): 88-97 (2023) - [j10]Vivek Parmar
Exploring Memory-Oriented Design Optimization of Edge AI Hardware for Extended Reality Applications. IEEE Micro 43(6): 40-49 (2023) - [j9]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) - [c20]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 - [c19]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 - [c18]Ziyun Li, Xinshao Wang, Neil M. Robertson, David A. Clifton, Christoph Meinel, Haojin Yang:
SMKD: Selective Mutual Knowledge Distillation. IJCNN 2023: 1-8 - [i9]Ziyun Li, Jona Otholt, Ben Dai, Di Hu, Christoph Meinel, Haojin Yang:
Supervised Knowledge May Hurt Novel Class Discovery Performance. CoRR abs/2306.03648 (2023) - [i8]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
- [c17]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: 12549-12559 - [c16]Haoran You
EyeCoD: eye tracking system acceleration via flatcam-based algorithm & accelerator co-design. ISCA 2022: 610-622 - [c15]Qirui Zhang
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 - [c14]Yang Zhao
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 - [i7]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) - [i6]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 abs/2204.04705 (2022) - [i5]Haoran You, Cheng Wan, Yang Zhao, Zhongzhi Yu, Yonggan Fu, Jiayi Yuan, Shang Wu, Shunyao Zhang, Yongan Zhang, Chaojian Li, Vivek Boominathan
EyeCoD: Eye Tracking System Acceleration via FlatCam-based Algorithm & Accelerator Co-Design. CoRR abs/2206.00877 (2022) - [i4]Vivek Parmar
Memory-Oriented Design-Space Exploration of Edge-AI Hardware for XR Applications. CoRR abs/2206.06780 (2022) - [i3]Yang Zhao, Ziyun Li, Yonggan Fu, Yongan Zhang, Chaojian Li, Cheng Wan, Haoran You, Shang Wu, Xu Ouyang, Vivek Boominathan
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) - [i2]Ziyun Li, Jona Otholt, Ben Dai, Di Hu, Christoph Meinel, Haojin Yang:
A Closer Look at Novel Class Discovery from the Labeled Set. CoRR abs/2209.09120 (2022) - 2021
- [j8]Hyochan An
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) - [j7]Ziyun Li
RRAM-DNN: An RRAM and Model-Compression Empowered All-Weights-On-Chip DNN Accelerator. IEEE J. Solid State Circuits 56(4): 1105-1115 (2021) - [i1]Ziyun Li, Xinshao Wang, Haojin Yang, Di Hu, Neil Martin Robertson, David A. Clifton, Christoph Meinel:
Not All Knowledge Is Created Equal. CoRR abs/2106.01489 (2021) - 2020
- [j6]Fei Gao, Ziyun Li
Style-adaptive photo aesthetic rating via convolutional neural networks and multi-task learning. Neurocomputing 395: 247-254 (2020) - [c13]Jongyup Lim, Myungjoon Choi, Bowen Liu
AA-ResNet: Energy Efficient All-Analog ResNet Accelerator. MWSCAS 2020: 603-606 - [c12]Hyochan An, Siddharth Venkatesan, Sam Schiferl, Tim Wesley, Qirui Zhang
A 170μW Image Signal Processor Enabling Hierarchical Image Recognition for Intelligence at the Edge. VLSI Circuits 2020: 1-2 - [c11]Zhehong Wang, Ziyun Li, Li Xu
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
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
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) - [c10]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
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) - [c9]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
- [c8]Panpeng Li, Ziyun Li
Convolutional neural networks for intestinal hemorrhage detection in wireless capsule endoscopy images. ICME 2017: 1518-1523 - [c7]Ziyun Li, Qing Dong, Mehdi Saligane, Benjamin P. Kempke, Shijia Yang, Zhengya Zhang
3.7 A 1920×1080 30fps 2.3TOPS/W stereo-depth processor for robust autonomous navigation. ISSCC 2017: 62-63 - [c6]Qing Dong, Yejoong Kim
11.2 A 1Mb embedded NOR flash memory with 39µW program power for mm-scale high-temperature sensor nodes. ISSCC 2017: 198-199 - [c5]Suyoung Bang, Jingcheng Wang, Ziyun Li, Cao Gao, Yejoong Kim
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
A 10 mm3 Inductive Coupling Radio for Syringe-Implantable Smart Sensor Nodes. IEEE J. Solid State Circuits 51(11): 2570-2583 (2016) - [c4]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 - [c3]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 - [c2]Jiang Xiang, Ziyun Li, Hun-Seok Kim, Chaitali Chakrabarti:
Hardware-Efficient Neighbor-Guided SGM Optical Flow for Low Power Vision Applications. SiPS 2016: 1-6 - 2015
- [j1]Sechang Oh
A Dual-Slope Capacitance-to-Digital Converter Integrated in an Implantable Pressure-Sensing System. IEEE J. Solid State Circuits 50(7): 1581-1591 (2015) - 2014
- [c1]Ziyun Li, Ling Jin, Jochen Lang, Emil M. Petriu:
Dissection simulation of deformable objects using the extended finite element method. HAVE 2014: 1-6
Coauthor Index
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last updated on 2024-11-19 21:44 CET by the dblp team
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