Main publications
Conference papers
PiMM-NoC: Process-in-Memristor-Memory NoC with RL Mapping Framework for Versatile AI Models
Ziang Xie#, Yaoyu Tao#^, Zelun Pan#, Haojun Chen#, Zhiyuan Li, Qinghao Wang, Zhiming Pan, Yihang Zhu, Zixiang Luo, Yian Yang, Mo Guang, Kaiwen Long, Yaodong Yang, Yuchao Yang^ (#Equally Contributed)
Design Automation Conference (DAC) 2026, Los Angeles, USA, 2026
Zelun Pan#, Longhao Yan#, Xile Wang, Bowen Wang, Yueying Luo, Zhe Zhan, Xi Li, Yuqi Li, Lei Cai, Teng Zhang, Minghui Yin, Yaoyu Tao^, Zhitang Song^ and Yuchao Yang^
IEEE International Electron Devices Meeting (IEDM), San Francisco, USA, 2025
Longhao Yan#, Zelun Pan#, Zhe Zhan, Daijing Shi, Yihang Zhu, Yaoyu Tao^, Yuchao Yang^ (#Equally Contributed)
IEEE European Conference on Solid-State Circuits (ESSERC), Munich, Germany, 2025.
Collaborative publications
Conference papers
-
[IEDM'25] Longhao Yan#, Zhe Zhan#, Zelun Pan, Bowen Wang, Yaoyu Tao and Yuchao Yang^ An 8Mb Learning-Aware RRAM Compute-in-Memory Accelerator for Embodied Self-Supervised Learning 2025 IEEE International Electron Devices Meeting (IEDM), San Francisco, CA, USA, 2025 (Technology Highlight)
-
[IEDM'25] Longhao Yan#, Zitong Zheng#, Xi Li, Xile Wang, Zhe Zhan, Jiukai Fang, Minghui Yin, Zelun Pan, Song Jia, Yaoyu Tao, Zhitang Song^, Yuchao Yang^ Efficient Multimodal Fusion with Intelligent Predictive Programming Based on 64-Core PCM Compute-in-Memory Processor 2025 IEEE International Electron Devices Meeting (IEDM), San Francisco, CA, USA, 2025
-
[ICTA’25] Bowen Wang#, Longhao Yan#, Xiyuan Tang, Xile Wang, Yuqi Li, Zeyu Wang, Zelun Pan, Daijing Shi, Zhe Zhan, Yaoyu Tao, Zhitang Song^, Yuchao Yang^. A 617.7 TOPS/W PCM-Based Charge-Domain CIM Macro with Capacitor Reuse Method and Scalable Local Compute Unit. IEEE International Conference on Integrated Circuits, Technologies and Applications (ICTA), 2025.
- [IEDM’24] Longhao Yan#, Yuqi Li#, Xi Li, Zelun Pan, Zeyu Wang, Xile Wang, Bowen Wang, Zhe Zhan, Xiyuan Tang, Yaoyu Tao, Woo-Ping Ge, Zhitang Song^, Ru Huang^, Yuchao Yang^ Neural Manifold Learning Based on 40 nm Dual-Mode PCM Compute-in-Memory Chip with Hardware Adaptive Drift Compensation. IEEE International Electron Devices Meeting (IEDM), San Francisco, CA, USA, 2024.
Journal articles
[Science] A sub–10-millisecond neural dynamical system based on phase-change memristors
Lei Cai#, Yaoyu Tao^#, Chenchen Xie#, Longhao Yan#, Shiqian Li, Ruihong Shen, Zelun Pan, Xile Wang, Bowen Wang, Daijing Shi, Yihang Zhu, Teng Zhang, Yixin Zhu^, Xi Li, Zhitang Song^, Ru Huang, and Yuchao Yang^.
# Equal contribution · ^ Corresponding authors
Science, 393(6806), pp.105-112.
- [Nat. Electron.] Cai, Lei, Yaoyu Tao, Teng Zhang, Chang Liu, Pek Jun Tiw, Lianfeng Yu, Zelun Pan et al. A first-principles hetero-integrated Fourier transform system based on memristors. Nature Electronics (2026): 1-13.
- [Nat. Electron.] Lianfeng Yu, Teng Zhang, Zeyu Wang, Xile Wang, Zelun Pan, Bowen Wang, Zhaokun Jing, Jiaxin Liu, Yuqi Li, Ziang Xie, Yihang Zhu, Bonan Yan, Yaoyu Tao^, Yuchao Yang^. A fast and reconfigurable sort-in-memory system based on memristors. Nature Electronics, 2025.
- [Nat. Commun.] Chang Liu, Pek Jun Tiw, Teng Zhang, Yanghao Wang, Lei Cai, Rui Yuan, Zelun Pan, Wenshuo Yue, Yaoyu Tao^, Yuchao Yang^. VO2 memristor-based frequency converter with in-situ synthesize and mix for wireless internet-of-things. Nature Communications, 2024.
Preprints
- [arXiv] Lianfeng Yu, Yaoyu Tao^, Teng Zhang, Zeyu Wang, Xile Wang, Zelun Pan, Bowen Wang, Zhaokun Jing, Jiaxin Liu, Yuqi Li, Yihang Zhu, Bonan Yan, Yuchao Yang^. Fast and reconfigurable sort-in-memory system enabled by memristors. arXiv, 2024.