Qinyu Chen

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 38

Top Topics

Efficient Inference

Top Venues

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.

IEEE Trans. Circuits Syst. I Regul. Pap.

Publications

Yizhuo Wu, Ang Li, Mohammadreza Beikmirza, Gagan Deep Singh, Qinyu Chen, Leo C. N. de Vreede, Morteza S. Alavi, Chang Gao
MP-DPD: Low-Complexity Mixed-Precision Neural Networks for Energy-Efficient Digital Predistortion of Wideband Power Amplifiers. CoRR (2024)
DeepSeek-AI, Qihao Zhu, Daya Guo, Zhihong Shao, Dejian Yang, Peiyi Wang, Runxin Xu, Y. Wu, Yukun Li, Huazuo Gao, Shirong Ma, Wangding Zeng, Xiao Bi, Zihui Gu, Hanwei Xu, Damai Dai, Kai Dong, Liyue Zhang, Yishi Piao, Zhibin Gou, Zhenda Xie, Zhewen Hao, Bingxuan Wang, Junxiao Song, Deli Chen, Xin Xie, Kang Guan, Yuxiang You, Aixin Liu, Qiushi Du, Wenjun Gao, Xuan Lu, Qinyu Chen, Yaohui Wang, Chengqi Deng, Jiashi Li, Chenggang Zhao, Chong Ruan, Fuli Luo, Wenfeng Liang
DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence. CoRR (2024)
DeepSeek-AI, Aixin Liu, Bei Feng, Bin Wang, Bingxuan Wang, Bo Liu, Chenggang Zhao, Chengqi Deng, Chong Ruan, Damai Dai, Daya Guo, Dejian Yang, Deli Chen, Dongjie Ji, Erhang Li, Fangyun Lin, Fuli Luo, Guangbo Hao, Guanting Chen, Guowei Li, Hao Zhang, Hanwei Xu, Hao Yang, Haowei Zhang, Honghui Ding, Huajian Xin, Huazuo Gao, Hui Li, Hui Qu, J. L. Cai, Jian Liang, Jianzhong Guo, Jiaqi Ni, Jiashi Li, Jin Chen, Jingyang Yuan, Junjie Qiu, Junxiao Song, Kai Dong, Kaige Gao, Kang Guan, Lean Wang, Lecong Zhang, Lei Xu, Leyi Xia, Liang Zhao, Liyue Zhang, Meng Li, Miaojun Wang, Mingchuan Zhang, Minghua Zhang, Minghui Tang, Mingming Li, Ning Tian, Panpan Huang, Peiyi Wang, Peng Zhang, Qihao Zhu, Qinyu Chen, Qiushi Du, R. J. Chen, R. L. Jin, Ruiqi Ge, Ruizhe Pan, Runxin Xu, Ruyi Chen, S. S. Li, Shanghao Lu, Shangyan Zhou, Shanhuang Chen, Shaoqing Wu, Shengfeng Ye, Shirong Ma, Shiyu Wang, Shuang Zhou, Shuiping Yu, Shunfeng Zhou, Size Zheng, Tao Wang, Tian Pei, Tian Yuan, Tianyu Sun, W. L. Xiao, Wangding Zeng, Wei An, Wen Liu, Wenfeng Liang, Wenjun Gao, Wentao Zhang, X. Q. Li, Xiangyue Jin, Xianzu Wang, Xiao Bi, Xiaodong Liu, Xiaohan Wang, Xiaojin Shen, Xiaokang Chen, Xiaosha Chen, Xiaotao Nie, Xiaowen Sun
DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model. CoRR (2024)
Qinyu Chen, Kwantae Kim, Chang Gao, Sheng Zhou, Taekwang Jang, Tobi Delbrück, Shih-Chii Liu
A 65nm 36nJ/Decision Bio-inspired Temporal-Sparsity-Aware Digital Keyword Spotting IC with 0.6V Near-Threshold SRAM. CoRR (2024)
Jiebin Zhang, Eugene J. Yu, Qinyu Chen, Chenhao Xiong, Dawei Zhu, Han Qian, Mingbo Song, Xiaoguang Li, Qun Liu, Sujian Li
Retrieval-based Full-length Wikipedia Generation for Emergent Events. CoRR (2024)
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)
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 (2024)
Qinyu Chen, Congyi Sun, Chang Gao, Shih-Chii Liu
Epilepsy Seizure Detection and Prediction using an Approximate Spiking Convolutional Transformer. ISCAS (2024)
Xin'an Yuan, Han Wang, Wei Li, Xiaokang Yin, Xihe Zhang, Jianxing Ding, Jianchao Zhao, Qinyu Chen, Jun Wu, Xiao Li, Dong Hu, Yu Gao
A Flexible Alternating Current Field Measurement Magnetic Sensor Array for In Situ Inspection of Cracks in Underwater Structure. IEEE Trans. Instrum. Meas. 73 (2024)
Qinyu Chen, Congyi Sun, Chang Gao, Shih-Chii Liu
Epilepsy Seizure Detection and Prediction using an Approximate Spiking Convolutional Transformer. CoRR (2024)
Siyue Li, Shize Zhou, Yongqi Xue, Wenjie Fan, Tong Cheng, Jinlun Ji, Chenyang Dai, Wenqing Song, Qinyu Chen, Chang Gao, Li Li, Yuxiang Fu
HAS-RL: A Hierarchical Approximate Scheme Optimized With Reinforcement Learning for NoC-Based NN Accelerators. IEEE Trans. Circuits Syst. I Regul. Pap. 71 (4) (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)