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Yizhao Gao
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2020 – today
- 2024
- [j16]Jiajun Zhou, Jiajun Wu, Yizhao Gao, Yuhao Ding, Chaofan Tao, Boyu Li, Fengbin Tu, Kwang-Ting Cheng, Hayden Kwok-Hay So, Ngai Wong:
DyBit: Dynamic Bit-Precision Numbers for Efficient Quantized Neural Network Inference. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(5): 1613-1617 (2024) - [j15]Yizhao Gao
, Jingzhe Zhu
, Dapai Shi
, Xi Zhang
:
A Model-Based Battery Dataset Recovery Method Considering Cell Aging in Real-World Electric Vehicles. IEEE Trans. Ind. Informatics 20(5): 7904-7914 (2024) - [c26]Baoheng Zhang, Yizhao Gao, Jingyuan Li, Hayden Kwok-Hay So:
Co-designing a Sub-millisecond Latency Event-based Eye Tracking System with Submanifold Sparse CNN. CVPR Workshops 2024: 5771-5779 - [c25]Zuowen Wang, Chang Gao, Zongwei Wu, Marcos V. Conde, Radu Timofte, Shih-Chii Liu, Qinyu Chen, Zhengjun Zha, Wei Zhai, Han Han, Bohao Liao, Yuliang Wu, Zengyu Wan, Zhong Wang, Yang Cao, Ganchao Tan, Jinze Chen, Yan Ru Pei, Sasskia Brüers, Sébastien M. Crouzet, Douglas McLelland, Olivier Coenen, Baoheng Zhang, Yizhao Gao, Jingyuan Li, Hayden Kwok-Hay So, Philippe Bich, Chiara Boretti, Luciano Prono, Mircea Lica, David Dinucu-Jianu, Catalin Grîu, Xiaopeng Lin, Hongwei Ren, Bojun Cheng, Xinan Zhang, Valentin Vial, Anthony Yezzi, James Tsai:
Event-Based Eye Tracking. AIS 2024 Challenge Survey. CVPR Workshops 2024: 5810-5825 - [c24]Yizhao Gao
, Baoheng Zhang
, Yuhao Ding
, Hayden Kwok-Hay So
:
A Composable Dynamic Sparse Dataflow Architecture for Efficient Event-based Vision Processing on FPGA. FPGA 2024: 246-257 - [c23]Feifei Fu, Yizhao Gao, Zhiwu Lu, Haoran Wu, Shiqi Zhao:
Unsupervised Continual Learning of Image Representation Via Rememory-Based Simsiam. ICASSP 2024: 4980-4984 - [c22]Feifei Fu
, Yizhao Gao
, Zhiwu Lu
:
Enhancing Class-Incremental Learning for Image Classification via Bidirectional Transport and Selective Momentum. ICMR 2024: 175-183 - [i15]Yizhao Gao, Baoheng Zhang, Yuhao Ding, Hayden Kwok-Hay So:
A Composable Dynamic Sparse Dataflow Architecture for Efficient Event-based Vision Processing on FPGA. CoRR abs/2401.05626 (2024) - [i14]Zuowen Wang, Chang Gao, Zongwei Wu, Marcos V. Conde, Radu Timofte, Shih-Chii Liu, Qinyu Chen
, Zhengjun Zha, Wei Zhai, Han Han, Bohao Liao, Yuliang Wu, Zengyu Wan, Zhong Wang, Yang Cao, Ganchao Tan, Jinze Chen, Yan Ru Pei, Sasskia Brüers, Sébastien M. Crouzet, Douglas McLelland, Olivier Coenen, Baoheng Zhang, Yizhao Gao, Jingyuan Li, Hayden Kwok-Hay So, Philippe Bich, Chiara Boretti, Luciano Prono, Mircea Lica, David Dinucu-Jianu, Catalin Grîu, Xiaopeng Lin, Hongwei Ren, Bojun Cheng, Xinan Zhang, Valentin Vial, Anthony Yezzi, James Tsai:
Event-Based Eye Tracking. AIS 2024 Challenge Survey. CoRR abs/2404.11770 (2024) - [i13]Baoheng Zhang, Yizhao Gao, Jingyuan Li, Hayden Kwok-Hay So:
Co-designing a Sub-millisecond Latency Event-based Eye Tracking System with Submanifold Sparse CNN. CoRR abs/2404.14279 (2024) - [i12]Yizhao Gao, Zhichen Zeng, Dayou Du, Shijie Cao, Hayden Kwok-Hay So, Ting Cao, Fan Yang, Mao Yang:
SeerAttention: Learning Intrinsic Sparse Attention in Your LLMs. CoRR abs/2410.13276 (2024) - [i11]Jiajun Wu, Mo Song, Jingmin Zhao, Yizhao Gao, Jia Li, Hayden Kwok-Hay So:
TATAA: Programmable Mixed-Precision Transformer Acceleration with a Transformable Arithmetic Architecture. CoRR abs/2411.03697 (2024) - [i10]Jinqiang Long, Yanqi Dai, Guoxing Yang, Hongpeng Lin, Nanyi Fei, Yizhao Gao, Zhiwu Lu:
Awaker2.5-VL: Stably Scaling MLLMs with Parameter-Efficient Mixture of Experts. CoRR abs/2411.10669 (2024) - 2023
- [j14]Yizhao Gao
, Song Wang
, Hayden Kwok-Hay So
:
A Reconfigurable Architecture for Real-time Event-based Multi-Object Tracking. ACM Trans. Reconfigurable Technol. Syst. 16(4): 58:1-58:26 (2023) - [c21]Yizhao Gao, Baoheng Zhang, Xiaojuan Qi, Hayden Kwok-Hay So
:
DPACS: Hardware Accelerated Dynamic Neural Network Pruning through Algorithm-Architecture Co-design. ASPLOS (2) 2023: 237-251 - [c20]Yutian Luo, Yizhao Gao, Haoran Wu, Ruitao Ma, Zhiwu Lu:
R-STAR: Robust Self-Taught Task-Wise Reweighting for Rehearsal-Based Class Incremental Learning. ECAI 2023: 1648-1655 - [c19]Yuhao Ding, Jiajun Wu, Yizhao Gao, Maolin Wang, Hayden Kwok-Hay So
:
Model-Platform Optimized Deep Neural Network Accelerator Generation through Mixed-Integer Geometric Programming. FCCM 2023: 83-93 - [c18]Jiajun Wu, Jiajun Zhou, Yizhao Gao, Yuhao Ding, Ngai Wong, Hayden Kwok-Hay So:
MSD: Mixing Signed Digit Representations for Hardware-efficient DNN Acceleration on FPGA with Heterogeneous Resources. FCCM 2023: 94-104 - [c17]Jinqiang Long, Yizhao Gao, Zhiwu Lu:
Mixup-Inspired Video Class-Incremental Learning. ICDM 2023: 1181-1186 - [c16]Yizhao Gao
, Zhiwu Lu
:
CMMT: Cross-Modal Meta-Transformer for Video-Text Retrieval. ICMR 2023: 76-84 - [c15]Yutian Luo
, Yizhao Gao
, Zhiwu Lu
:
Learning with Adaptive Knowledge for Continual Image-Text Modeling. ICMR 2023: 472-480 - [i9]Jiajun Zhou
, Jiajun Wu, Yizhao Gao, Yuhao Ding, Chaofan Tao, Boyu Li, Fengbin Tu, Kwang-Ting Cheng, Hayden Kwok-Hay So, Ngai Wong:
DyBit: Dynamic Bit-Precision Numbers for Efficient Quantized Neural Network Inference. CoRR abs/2302.12510 (2023) - [i8]Shaocong Wang, Yizhao Gao, Yi Li, Woyu Zhang, Yifei Yu, Bo Wang, Ning Lin, Hegan Chen, Yue Zhang, Yang Jiang, Dingchen Wang, Jia Chen, Peng Dai, Hao Jiang, Peng Lin, Xumeng Zhang, Xiaojuan Qi, Xiaoxin Xu, Hayden K. H. So, Zhongrui Wang, Dashan Shang, Qi Liu, Kwang-Ting Cheng, Ming Liu:
Random resistive memory-based deep extreme point learning machine for unified visual processing. CoRR abs/2312.09262 (2023) - 2022
- [j13]Guangyu Zhao, Muqun Yang, Yizhao Gao, Yizhe Zhan, H. Joe Lee, Larry Di Girolamo:
PYTAF: A Python Tool for Spatially Resampling Earth Observation Data. Earth Sci. Informatics 15(3): 1443-1448 (2022) - [j12]Junjun Yin
, Yizhao Gao, Guangqing Chi
:
An evaluation of geo-located Twitter data for measuring human migration. Int. J. Geogr. Inf. Sci. 36(9): 1830-1852 (2022) - [j11]Yizhao Gao, Jingzhe Zhu, Xi Zhang:
Evaluation of the Effect of Multiparticle on Lithium-Ion Battery Performance Using an Electrochemical Model. IEEE CAA J. Autom. Sinica 9(10): 1896-1898 (2022) - [j10]Yizhao Gao
, Kailong Liu
, Chong Zhu
, Xi Zhang
, Dong Zhang
:
Co-Estimation of State-of-Charge and State-of- Health for Lithium-Ion Batteries Using an Enhanced Electrochemical Model. IEEE Trans. Ind. Electron. 69(3): 2684-2696 (2022) - [c14]Yizhao Gao, Zhiwu Lu:
SST-VLM: Sparse Sampling-Twice Inspired Video-Language Model. ACCV (4) 2022: 537-553 - [c13]Haoyu Lu, Nanyi Fei, Yuqi Huo, Yizhao Gao, Zhiwu Lu, Ji-Rong Wen:
COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal Retrieval. CVPR 2022: 15671-15680 - [c12]Yizhao Gao
, Song Wang, Hayden Kwok-Hay So:
REMOT: A Hardware-Software Architecture for Attention-Guided Multi-Object Tracking with Dynamic Vision Sensors on FPGAs. FPGA 2022: 158-168 - [c11]Yizhao Gao, Nanyi Fei, Haoyu Lu, Zhiwu Lu, Hao Jiang, Yijie Li, Zhao Cao:
BMU-MoCo: Bidirectional Momentum Update for Continual Video-Language Modeling. NeurIPS 2022 - [i7]Haoyu Lu, Nanyi Fei, Yuqi Huo, Yizhao Gao, Zhiwu Lu, Ji-Rong Wen:
COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal Retrieval. CoRR abs/2204.07441 (2022) - 2021
- [c10]Zhen Dong, Yizhao Gao
, Qijing Huang
, John Wawrzynek, Hayden K. H. So
, Kurt Keutzer:
HAO: Hardware-aware Neural Architecture Optimization for Efficient Inference. FCCM 2021: 50-59 - [c9]Qijing Huang
, Dequan Wang, Zhen Dong, Yizhao Gao
, Yaohui Cai, Tian Li, Bichen Wu, Kurt Keutzer, John Wawrzynek:
CoDeNet: Efficient Deployment of Input-Adaptive Object Detection on Embedded FPGAs. FPGA 2021: 206-216 - [c8]Nanyi Fei, Yizhao Gao, Zhiwu Lu, Tao Xiang:
Z-Score Normalization, Hubness, and Few-Shot Learning. ICCV 2021: 142-151 - [c7]Yizhao Gao, Nanyi Fei, Guangzhen Liu, Zhiwu Lu, Tao Xiang:
Contrastive prototype learning with augmented embeddings for few-shot learning. UAI 2021: 140-150 - [i6]Yizhao Gao, Nanyi Fei, Guangzhen Liu, Zhiwu Lu, Tao Xiang, Songfang Huang:
Contrastive Prototype Learning with Augmented Embeddings for Few-Shot Learning. CoRR abs/2101.09499 (2021) - [i5]Yuqi Huo, Manli Zhang, Guangzhen Liu, Haoyu Lu, Yizhao Gao, Guoxing Yang, Jingyuan Wen, Heng Zhang, Baogui Xu, Weihao Zheng, Zongzheng Xi, Yueqian Yang, Anwen Hu, Jinming Zhao, Ruichen Li, Yida Zhao, Liang Zhang, Yuqing Song, Xin Hong, Wanqing Cui, Dan Yang Hou, Yingyan Li, Junyi Li, Peiyu Liu, Zheng Gong, Chuhao Jin, Yuchong Sun, Shizhe Chen, Zhiwu Lu, Zhicheng Dou, Qin Jin, Yanyan Lan, Wayne Xin Zhao, Ruihua Song, Ji-Rong Wen:
WenLan: Bridging Vision and Language by Large-Scale Multi-Modal Pre-Training. CoRR abs/2103.06561 (2021) - [i4]Zhen Dong, Yizhao Gao, Qijing Huang, John Wawrzynek, Hayden K. H. So, Kurt Keutzer:
HAO: Hardware-aware neural Architecture Optimization for Efficient Inference. CoRR abs/2104.12766 (2021) - [i3]Nanyi Fei, Zhiwu Lu, Yizhao Gao, Guoxing Yang, Yuqi Huo, Jingyuan Wen, Haoyu Lu, Ruihua Song, Xin Gao
, Tao Xiang, Hao Sun, Ji-Rong Wen:
WenLan 2.0: Make AI Imagine via a Multimodal Foundation Model. CoRR abs/2110.14378 (2021) - 2020
- [j9]Yizhao Gao
, Xi Zhang
, Bangjun Guo, Chong Zhu
, Jochen Wiedemann, Lin Wang, Jianhua Cao:
Health-Aware Multiobjective Optimal Charging Strategy With Coupled Electrochemical-Thermal-Aging Model for Lithium-Ion Battery. IEEE Trans. Ind. Informatics 16(5): 3417-3429 (2020) - [c6]Nanyi Fei, Jiechao Guan, Zhiwu Lu
, Yizhao Gao:
Few-Shot Zero-Shot Learning: Knowledge Transfer with Less Supervision. ACCV (3) 2020: 592-608 - [i2]Qijing Huang, Dequan Wang, Yizhao Gao, Yaohui Cai, Zhen Dong, Bichen Wu, Kurt Keutzer, John Wawrzynek:
Algorithm-hardware Co-design for Deformable Convolution. CoRR abs/2002.08357 (2020) - [i1]Zhen Dong, Dequan Wang, Qijing Huang, Yizhao Gao, Yaohui Cai, Bichen Wu, Kurt Keutzer, John Wawrzynek:
CoDeNet: Algorithm-hardware Co-design for Deformable Convolution. CoRR abs/2006.08357 (2020)
2010 – 2019
- 2019
- [j8]Yizhao Gao
, Xi Zhang, Qiyu Cheng, Bangjun Guo, Jun Yang:
Classification and Review of the Charging Strategies for Commercial Lithium-Ion Batteries. IEEE Access 7: 43511-43524 (2019) - [j7]Myeong-Hun Jeong
, Clair J. Sullivan, Yizhao Gao, Shaowen Wang:
Robust abnormality detection methods for spatial search of radioactive materials. Trans. GIS 23(4): 860-877 (2019) - [c5]Yizhao Gao, Lei Liu, Guowei Chen, Bin Lei:
Drboxlight: A Light Object Detection Model for Remote Sensing Applications. IGARSS 2019: 1442-1445 - [c4]Lei Liu, Zongxu Pan, Guowei Chen, Yizhao Gao:
Drbox Family: A Group of Object Detection Techniques for Remote Sensing Images. IGARSS 2019: 1446-1449 - [c3]Qijing Huang, Dequan Wang, Yizhao Gao, Yaohui Cai
, Zhen Dong, Bichen Wu, Kurt Keutzer, John Wawrzynek:
Algorithm-hardware Co-design for Deformable Convolution. EMC2@NeurIPS 2019: 48-51 - 2018
- [j6]Yizhao Gao
, Shaowen Wang, Anand Padmanabhan, Junjun Yin
, Guofeng Cao
:
Mapping spatiotemporal patterns of events using social media: a case study of influenza trends. Int. J. Geogr. Inf. Sci. 32(3): 425-449 (2018) - [j5]Yizhao Gao
, Ting Li, Shaowen Wang, Myeong-Hun Jeong
, Kiumars Soltani:
A multidimensional spatial scan statistics approach to movement pattern comparison. Int. J. Geogr. Inf. Sci. 32(7): 1304-1325 (2018) - 2016
- [j4]Junjun Yin
, Yizhao Gao
, Zhenhong Du, Shaowen Wang:
Exploring Multi-Scale Spatiotemporal Twitter User Mobility Patterns with a Visual-Analytics Approach. ISPRS Int. J. Geo Inf. 5(10): 187 (2016) - [j3]Junjun Yin, Yizhao Gao, Zhenhong Du, Shaowen Wang:
Correction: Yin, J., et al. Exploring Multi-Scale Spatiotemporal Twitter User Mobility Patterns with a Visual-Analytics Approach. ISPRS International Journal of Geo-Information 2016, 5, 187. ISPRS Int. J. Geo Inf. 5(12): 226 (2016) - [j2]Charles R. Ehlschlaeger, Yizhao Gao
, James D. Westervelt, Robert C. Lozar, Marina V. Drigo, Jeffrey A. Burkhalter, Carey L. Baxter, Matthew D. Hiett, Ellen R. Hartman:
Mapping neighborhood scale survey responses with uncertainty metrics. J. Spatial Inf. Sci. 13(1): 103-130 (2016) - 2014
- [j1]Anand Padmanabhan
, Shaowen Wang, Guofeng Cao, Myunghwa Hwang, Zhenhua Zhang, Yizhao Gao
, Kiumars Soltani, Yan Liu
:
FluMapper: a cyberGIS application for interactive analysis of massive location-based social media. Concurr. Comput. Pract. Exp. 26(13): 2253-2265 (2014) - [c2]Pierre Riteau, Myunghwa Hwang, Anand Padmanabhan
, Yizhao Gao
, Yan Liu
, Kate Keahey, Shaowen Wang:
A cloud computing approach to on-demand and scalable cybergis analytics. ScienceCloud@HPDC 2014: 17-24 - 2013
- [c1]Anand Padmanabhan
, Shaowen Wang, Guofeng Cao, Myunghwa Hwang, Yanli Zhao, Zhenhua Zhang, Yizhao Gao
:
FluMapper: an interactive CyberGIS environment for massive location-based social media data analysis. XSEDE 2013: 33:1-33:2
Coauthor Index
aka: Hayden K. H. So
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