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Changchun Zhou 0001
Person information
- affiliation: Duke University, Center for Computational Evolutionary Intelligence (DCEI), Durham, NC, USA
Other persons with the same name
- Changchun Zhou — disambiguation page
- Changchun Zhou 0002
— University of Science and Technology of China, Department of Physics, Hefei, China
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2020 – today
- 2025
[j7]Chenyu Xie, Siyuan Qiu
, Changchun Zhou
, Xiaoyan Song, Jie Yang, Jia Huang, Wenjin Wang, Hailong Jiao:
Automatic epileptic seizure detection with an ultra lightweight 3D-CNN model. Biomed. Signal Process. Control. 110: 108260 (2025)
[j6]Chen Zhang
, Zhijie Huang
, Changchun Zhou
, Ao Qie
, Xin'an Wang
:
An Energy-Efficient Configurable 1-D CNN-Based Multi-Lead ECG Classification Coprocessor for Wearable Cardiac Monitoring Devices. IEEE Trans. Biomed. Circuits Syst. 19(2): 317-331 (2025)
[j5]Siyuan Qiu
, Wenjin Wang
, Changchun Zhou
, Xiaoyan Song
, Jie Yang
, Hailong Jiao
:
A Two-Stage Prediction + Detection Framework for Real-Time Epileptic Seizure Monitoring. IEEE Trans. Instrum. Meas. 74: 1-14 (2025)
[c5]Feng Cheng
, Cong Guo
, Chiyue Wei
, Junyao Zhang
, Changchun Zhou
, Edward Hanson
, Jiaqi Zhang
, Xiaoxiao Liu
, Hai Li
, Yiran Chen
:
Ecco: Improving Memory Bandwidth and Capacity for LLMs via Entropy-Aware Cache Compression. ISCA 2025: 793-807
[c4]Changchun Zhou, Tianling Huang, Yanzhe Ma, Yuzhe Fu
, Xiangjie Song, Siyuan Qiu, Jiacong Sun, Min Liu, Ge Li, Yifan He, Yuchao Yang, Hailong Jiao:
23.4 Nebula: A 28nm 109.8TOPS/W 3D PNN Accelerator Featuring Adaptive Partition, Multi-Skipping, and Block-Wise Aggregation. ISSCC 2025: 412-414
[i3]Feng Cheng, Cong Guo, Chiyue Wei, Junyao Zhang, Changchun Zhou, Edward Hanson, Jiaqi Zhang, Xiaoxiao Liu, Hai Helen Li, Yiran Chen:
Ecco: Improving Memory Bandwidth and Capacity for LLMs via Entropy-aware Cache Compression. CoRR abs/2505.06901 (2025)
[i2]Yuzhe Fu, Changchun Zhou, Hancheng Ye, Bowen Duan, Qiyu Huang, Chiyue Wei, Cong Guo, Hai Helen Li, Yiran Chen:
FractalCloud: A Fractal-Inspired Architecture for Efficient Large-Scale Point Cloud Processing. CoRR abs/2511.07665 (2025)
[i1]Chiyue Wei, Cong Guo, Junyao Zhang, Haoxuan Shan, Yifan Xu, Ziyue Zhang, Yudong Liu, Qinsi Wang, Changchun Zhou, Hai (Helen) Li, Yiran Chen:
Focus: A Streaming Concentration Architecture for Efficient Vision-Language Models. CoRR abs/2512.14661 (2025)- 2024
[j4]Changchun Zhou
, Yuzhe Fu
, Yanzhe Ma, Eryi Han, Yifan He
, Hailong Jiao
:
Adjustable Multi-Stream Block-Wise Farthest Point Sampling Acceleration in Point Cloud Analysis. IEEE Trans. Circuits Syst. II Express Briefs 71(7): 3523-3527 (2024)
[j3]Yuzhe Fu
, Changchun Zhou
, Tianling Huang
, Eryi Han, Yifan He
, Hailong Jiao
:
SoftAct: A High-Precision Softmax Architecture for Transformers Supporting Nonlinear Functions. IEEE Trans. Circuits Syst. Video Technol. 34(9): 8912-8923 (2024)
[c3]Chen Zhang, Zhijie Huang
, QianXi Cheng, Changchun Zhou, Xin'an Wang:
An Energy-Efficient Configurable Coprocessor Based on 1-D CNN for ECG Anomaly Detection. ISCAS 2024: 1-5- 2023
[j2]Changchun Zhou
, Min Liu, Siyuan Qiu
, Xugang Cao
, Yuzhe Fu
, Yifan He
, Hailong Jiao
:
Sagitta: An Energy-Efficient Sparse 3D-CNN Accelerator for Real-Time 3-D Understanding. IEEE Internet Things J. 10(23): 20703-20717 (2023)
[j1]Ming Liu, Changchun Zhou
, Siyuan Qiu
, Yifan He
, Hailong Jiao
:
CNN Accelerator at the Edge With Adaptive Zero Skipping and Sparsity-Driven Data Flow. IEEE Trans. Circuits Syst. Video Technol. 33(12): 7084-7095 (2023)
[c2]Changchun Zhou, Yuzhe Fu
, Min Liu, Siyuan Qiu, Ge Li, Yifan He, Hailong Jiao:
An Energy-Efficient 3D Point Cloud Neural Network Accelerator With Efficient Filter Pruning, MLP Fusion, and Dual-Stream Sampling. ICCAD 2023: 1-9- 2021
[c1]Changchun Zhou, Min Liu, Siyuan Qiu, Yifan He, Hailong Jiao:
An Energy-Efficient Low-Latency 3D-CNN Accelerator Leveraging Temporal Locality, Full Zero-Skipping, and Hierarchical Load Balance. DAC 2021: 241-246
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