Welcome!

I am Yuqi Li, a Ph.D. student in Integrated Life Sciences (Physics) at the Academy for Advanced Interdisciplinary Studies, Peking University, under the supervision of Prof. Yuchao Yang and Prof. Yaoyu Tao. My research interests focus on computational neuroscience, neuromorphic computing, in-memory computing circuits and architectures, and memristor-based memory and associated architectures. I received B.S.E in Bioengineering from College of Life and Health Sciences, Northeastern University, in 2022 and got the China National Scholarship.

📖 Educations

• 2022.06 - 2025.06 (now), Ph.D. in Integrated Life Sciences (Physics), Academy for Advanced Interdisciplinary Studies, Peking University
• 2018.09 - 2022.06, B.S.E in Bioengineering, College of Life and Health Sciences, Northeastern University. GPA: 3.9/5, Rank: 2/78

🎖 Honors and Awards

• 2025 Wiley Top Viewed Paper
• 2025 Best Poster Award at Post-Moore Academic Annual Conference
• 2024 Merit Student in the academic year of 2023-2024
• 2024 Leo Koguan Scholarship
• 2024 Second Prize in Oral Presentation at the Changping Laboratory Ph.D. Forum
• 2024 Academic Excellence Award at the Peking University Forum on Advanced Interdisciplinary Studies
• 2022 Outstanding Graduate of Liaoning Province (Top 1 in College of Life and Health Sciences, NEU)
• 2021 Outstanding Student of Shenyang (Top 1 in College of Life and Health Sciences, NEU)
• 2021 Honorable Mention of Mathematical Contest In Modeling Certificate of Achievement
• 2020 National Second Prize in China Undergraduate Mathematical Contest in Modeling
• 2020 China National Scholarship (Top 1 in College of Life and Health Sciences, NEU)

🔥 News

• 2025.06:  📄 One paper was accepted at Advanced Science!
• 2025.05:  📄 Our collaborative paper was accepted at Nature Electronics!
• 2025.04:  🏆 Work was recognized as “Top viewed article” in Advanced Electronic Materials!
• 2025.01:  🏆 Awarded “Best Poster Award” at Post-Moore Academic Annual Conference!
• 2024.12:  🎤 Gave an oral presentation at IEEE International Electron Devices Meeting (IEDM) 2024!
• 2024.11:  🎤 Gave an oral presentation at IEEE/ACM International Symposium on Microarchitecture (MICRO) 2024!
• 2024.11:  🏆 Awarded “Merit Student” in the academic year of 2023-2024!
• 2024.11:  🏆 Awarded Leo Koguan Scholarship!
• 2024.07:  📄 One paper was accepted at IEDM’2024! 🔗 Read more
• 2024.05:  📄 Our collaborative paper was accepted at MICRO’2024!

📝 Main Publications

Conference Papers

IEDM 2024

[IEDM’24] Neural Manifold Learning Based on 40 nm Dual-Mode PCM Compute-in-Memory Chip with Hardware Adaptive Drift Compensation.

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^

IEEE International Electron Devices Meeting (IEDM), San Francisco, CA, USA, 2024.

Journal Articles

Advanced Science

[Adv. Sci.] Memristive In-Memory Object Detection with 128 Mb C-doped Ge₂Sb₂Te₅ PCM Chip.

Chenchen Xie^#, Yuqi Li^#, Longhao Yan^, Sannian Song, Houpeng Chen, Ruijuan Qi, Xi Li^, Yihang Zhu, Lianfeng Yu, Bonan Yan, Yaoyu Tao, Gaoming Feng, Yuchao Yang^, Zhitang Song^

Advanced Science (Q1, IF=14.2), 2025.

Cells

[Cells] A review on lactoferrin and central nervous system diseases.

Yuqi Li, Chuang Guo^

Cells, 2021.

📝 Collaborative Publications

Conference Papers

• [MICRO’24] Yihang Zhu, Lei Cai, Lianfeng Yu, Anjunyi Fan, Longhao Yan, Zhaokun Jing, Bonan Yan, Pek Jun Tiw, Yuqi Li, Yaoyu Tao^, Yuchao Yang^. MeMCISA: Memristor-Enabled Memory-Centric Instruction-Set Architecture for Database Workloads. IEEE/ACM International Symposium on Microarchitecture (MICRO), 2024.

Journal Articles

• [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.
• [Adv. Funct. Mater.] Longhao Yan, Qingyu Wu, Xi Li, Chenchen Xie, Xilin Zhou, Yuqi Li, Daijing Shi, Lianfeng Yu, Teng Zhang, Yaoyu Tao, Bonan Yan, Min Zhong, Zhitang Song^, Yuchao Yang^, Ru Huang^. Neural Architecture Search with In‐Memory Multiply–Accumulate and In‐Memory Rank Based on Coating Layer Optimized C‐Doped Ge2Sb2Te5 Phase Change Memory. Advanced Functional Materials (Q1, IF=19.2), 2024.
• [Adv. Electron. Mater.] Lei Cai, Lianfeng Yu, Wenshuo Yue, Yihang Zhu, Zhiyu Yang, Yuqi Li, Yaoyu Tao, Yuchao Yang^. Integrated memristor network for physiological signal processing. Advanced Electronic Materials, 2023.

Preprint Articles

• [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.

💬 Oral Presentations

• 2024.12, IEDM’24 “Neural Manifold Learning Based on 40 nm Dual-Mode PCM Compute-in-Memory Chip with Hardware Adaptive Drift Compensation”
• 2024.11, MICRO’24 “MeMCISA: Memristor-Enabled Memory-Centric Instruction-Set Architecture for Database Workloads”

• 💻 Internships

• 2021.12 - 2022.03, Baidu, China.