| 2026 | HPCA | FractalCloud: A Fractal-Inspired Architecture for Efficient Large-Scale Point Cloud Processing. | Yuzhe Fu, Changchun Zhou, Hancheng Ye, Bowen Duan, Qiyu Huang, Chiyue Wei, Cong Guo, Hai Helen Li, Yiran Chen |
| 2026 | HPCA | NP-CAM: Efficient and Scalable DNA Classification using a NoC-Partitioned CAM Architecture. | Benjamin F. Morris III, Tergel Molom-Ochir, Changchun Zhou, Yiran Chen, Alex K. Jones, Hai Li |
| 2026 | HPCA | Focus: A Streaming Concentration Architecture for Efficient Vision-Language Models. | Chiyue Wei, Cong Guo, Junyao Zhang, Haoxuan Shan, Yifan Xu, Ziyue Zhang, Yudong Liu, Qinsi Wang, Changchun Zhou, Hai Helen Li, Yiran Chen |
| 2026 | ISCA | EVA: Accelerating LLM Decoding via an Efficient Vector Quantization Architecture. | Bowen Duan, Cong Guo, Chiyue Wei, Haoxuan Shan, Yuzhe Fu, Xinhua Chen, Yifan Xu, Ziyue Zhang, Changchun Zhou, Hai Li, Yiran Chen |
| 2026 | ISCAS | A Unified Function Processor with Integer Arithmetic Based on Piecewise Chebyshev Polynomial Approximation. | Xiaoyu Zheng, Ziyi Guo, Changchun Zhou |
| 2025 | ISCA | Ecco: Improving Memory Bandwidth and Capacity for LLMs via Entropy-Aware Cache Compression. | Feng Cheng, Cong Guo, Chiyue Wei, Junyao Zhang, Changchun Zhou, Edward Hanson, Jiaqi Zhang, Xiaoxiao Liu, Hai Li, Yiran Chen |
| 2024 | ISCAS | An Energy-Efficient Configurable Coprocessor Based on 1-D CNN for ECG Anomaly Detection. | Chen Zhang, Zhijie Huang, QianXi Cheng, Changchun Zhou, Xin'an Wang |
| 2023 | ICCAD | An Energy-Efficient 3D Point Cloud Neural Network Accelerator With Efficient Filter Pruning, MLP Fusion, and Dual-Stream Sampling. | Changchun Zhou, Yuzhe Fu, Min Liu, Siyuan Qiu, Ge Li, Yifan He, Hailong Jiao |
| 2021 | DAC | An Energy-Efficient Low-Latency 3D-CNN Accelerator Leveraging Temporal Locality, Full Zero-Skipping, and Hierarchical Load Balance. | Changchun Zhou, Min Liu, Siyuan Qiu, Yifan He, Hailong Jiao |