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Qinyu Chen
ORCID
Publication Activity (10 Years)
Years Active: 2003-2024
Publications (10 Years): 29
Top Topics
Neural Network
Computational Thinking
Efficient Inference
Reconfigurable Architecture
Top Venues
CoRR
ISCAS
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
IEEE Trans. Very Large Scale Integr. Syst.
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Publications
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Haowei Lin
,
Baizhou Huang
,
Haotian Ye
,
Qinyu Chen
,
Zihao Wang
,
Sujian Li
,
Jianzhu Ma
,
Xiaojun Wan
,
James Zou
,
Yitao Liang
Selecting Large Language Model to Fine-tune via Rectified Scaling Law.
CoRR
(2024)
Qinyu Chen
,
Congyi Sun
,
Chang Gao
,
Shih-Chii Liu
Epilepsy Seizure Detection and Prediction using an Approximate Spiking Convolutional Transformer.
CoRR
(2024)
Fabrizio Ottati
,
Chang Gao
,
Qinyu Chen
,
Giovanni Brignone
,
Mario R. Casu
,
Jason K. Eshraghian
,
Luciano Lavagno
To Spike or Not To Spike: A Digital Hardware Perspective on Deep Learning Acceleration.
CoRR
(2023)
Qinyu Chen
,
Yaoxing Chang
,
Kwantae Kim
,
Chang Gao
,
Shih-Chii Liu
An Area-Efficient Ultra-Low-Power Time-Domain Feature Extractor for Edge Keyword Spotting.
ISCAS
(2023)
Qinyu Chen
,
Zuowen Wang
,
Shih-Chii Liu
,
Chang Gao
3ET: Efficient Event-based Eye Tracking using a Change-Based ConvLSTM Network.
CoRR
(2023)
Qinyu Chen
,
Zuowen Wang
,
Shih-Chii Liu
,
Chang Gao
3ET: Efficient Event-based Eye Tracking using a Change-Based ConvLSTM Network.
BioCAS
(2023)
Jianming Zhao
,
Wei Li
,
Xin'an Yuan
,
Xiaokang Yin
,
Xiao Li
,
Qinyu Chen
,
Jianxi Ding
An End-to-End Physics-Informed Neural Network for Defect Identification and 3-D Reconstruction Using Rotating Alternating Current Field Measurement.
IEEE Trans. Ind. Informatics
19 (7) (2023)
Jianchao Zhao
,
Wei Li
,
Xin'an Yuan
,
Xiaokang Yin
,
Qinyu Chen
,
Jianming Zhao
Lift-Off Point of Intersection for Eliminating Lift-Off Noise in Alternating Current Field Measurement.
IEEE Trans. Instrum. Meas.
72 (2023)
Qinyu Chen
,
Wenhao Wu
,
Sujian Li
Exploring In-Context Learning for Knowledge Grounded Dialog Generation.
EMNLP (Findings)
(2023)
Qinyu Chen
,
Congyi Sun
,
Chang Gao
,
Xinyuan Fang
,
Haitao Luan
FrameFire: Enabling Efficient Spiking Neural Network Inference for Video Segmentation.
AICAS
(2023)
Fabrizio Ottati
,
Chang Gao
,
Qinyu Chen
,
Giovanni Brignone
,
Mario R. Casu
,
Jason K. Eshraghian
,
Luciano Lavagno
To Spike or Not to Spike: A Digital Hardware Perspective on Deep Learning Acceleration.
IEEE J. Emerg. Sel. Topics Circuits Syst.
13 (4) (2023)
Qinyu Chen
,
Guoqiang He
,
Xinyuan Wang
,
Jin Xu
,
Sirui Shen
,
Hui Chen
,
Yuxiang Fu
,
Li Li
A 67.5μJ/Prediction Accelerator for Spiking Neural Networks in Image Segmentation.
IEEE Trans. Circuits Syst. II Express Briefs
69 (2) (2022)
Qinyu Chen
,
Congyi Sun
,
Zhonghai Lu
,
Chang Gao
Enabling Energy-Efficient Inference for Self-Attention Mechanisms in Neural Networks.
AICAS
(2022)
Haiteng Zhao
,
Chang Ma
,
Qinyu Chen
,
Zhi-Hong Deng
Domain Adaptation via Maximizing Surrogate Mutual Information.
IJCAI
(2022)
Congyi Sun
,
Haohan Sun
,
Jin Xu
,
Jianing Han
,
Xinyuan Wang
,
Xinyu Wang
,
Qinyu Chen
,
Yuxiang Fu
,
Li Li
An Energy Efficient STDP-Based SNN Architecture With On-Chip Learning.
IEEE Trans. Circuits Syst. I Regul. Pap.
69 (12) (2022)
Congyi Sun
,
Qinyu Chen
,
Kai Chen
,
Guoqiang He
,
Yuxiang Fu
,
Li Li
Unsupervised Learning Based on Temporal Coding Using STDP in Spiking Neural Networks.
ISCAS
(2022)
Qinyu Chen
,
Chang Gao
,
Xinyuan Fang
,
Haitao Luan
Skydiver: A Spiking Neural Network Accelerator Exploiting Spatio-Temporal Workload Balance.
CoRR
(2022)
Congyi Sun
,
Qinyu Chen
,
Yuxiang Fu
,
Li Li
Deep Spiking Neural Network with Ternary Spikes.
BioCAS
(2022)
Qinyu Chen
,
Chang Gao
,
Xinyuan Fang
,
Haitao Luan
Skydiver: A Spiking Neural Network Accelerator Exploiting Spatio-Temporal Workload Balance.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
41 (12) (2022)
Qinyu Chen
,
Chang Gao
,
Yuxiang Fu
Cerebron: A Reconfigurable Architecture for Spatiotemporal Sparse Spiking Neural Networks.
IEEE Trans. Very Large Scale Integr. Syst.
30 (10) (2022)
Yuxiang Fu
,
Chuan Zhang
,
Wenqing Song
,
Qinyu Chen
,
Hui Chen
,
Minghao Zhou
,
Li Li
Optimizing Vertical Link Placement and Congestion Aware Dynamic Elevator Assignment for Partially Connected 3D-NoCs.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
40 (10) (2021)
Qinyu Chen
,
Mingzhang Zuo
,
Lingling Liang
,
Qifang Zhong
,
Heng Luo
Pair Learning in Robotics Education: Design, Outcomes, and Lessons Learned.
TALE
(2021)
Haiteng Zhao
,
Chang Ma
,
Qinyu Chen
,
Zhihong Deng
Domain Adaptation via Maximizing Surrogate Mutual Information.
CoRR
(2021)
Giovanni Maria Troiano
,
Qinyu Chen
,
Ángela Vargas-Alba
,
Gregorio Robles
,
Gillian Smith
,
Michael Cassidy
,
Eli Tucker-Raymond
,
Gillian Puttick
,
Casper Harteveld
Exploring How Game Genre in Student-Designed Games Influences Computational Thinking Development.
CHI
(2020)
Qinyu Chen
,
Yan Huang
,
Rui Sun
,
Wenqing Song
,
Zhonghai Lu
,
Yuxiang Fu
,
Li Li
An Efficient Accelerator for Multiple Convolutions From the Sparsity Perspective.
IEEE Trans. Very Large Scale Integr. Syst.
28 (6) (2020)
Wenqing Song
,
Yuxiang Fu
,
Qinyu Chen
,
Li Li
,
Chuan Zhang
ANN Based Adaptive Successive Cancellation List Decoder for Polar Codes.
ASICON
(2019)
Yuxiang Fu
,
Qinyu Chen
,
Guoqiang He
,
Kai Chen
,
Zhonghai Lu
,
Chuan Zhang
,
Li Li
Congestion-Aware Dynamic Elevator Assignment for Partially Connected 3D-NoCs.
ISCAS
(2019)
Qinyu Chen
,
Yuxiang Fu
,
Kaifeng Cheng
,
Wenqing Song
,
Zhonghai Lu
,
Li Li
,
Chuan Zhang
Smilodon: An Efficient Accelerator for Low Bit-Width CNNs with Task Partitioning.
ISCAS
(2019)
Yuxiang Fu
,
Li Li
,
Hongbing Pan
,
Kun Wang
,
Fan Feng
,
Qinyu Chen
,
Chuan Zhang
Thermal Sensor Placement and Thermal Reconstruction Under Gaussian and Non-Gaussian Sensor Noises for 3-D NoC.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
38 (11) (2019)
Guozhao Wang
,
Qinyu Chen
,
Minghua Zhou
NUAT B-spline curves.
Comput. Aided Geom. Des.
21 (2) (2004)
Qinyu Chen
,
Guozhao Wang
A class of Bézier-like curves.
Comput. Aided Geom. Des.
20 (1) (2003)