| 2025 | DAC | Move Less, Retrieve Fast: A Retrieval-in-Memory Architecture for Language Models. | Jiaxian Chen, Yuxuan Qi, Jianan Yuan, Kaoyi Sun, Tianyu Wang, Chenlin Ma, Yi Wang |
| 2025 | DAC | Anchor First, Accelerate Next: Revolutionizing GNNs with PIM by Harnessing Stationary Data. | Jiaxian Chen, Yuxuan Qi, Yongbiao Zhu, Jianan Yuan, Kaoyi Sun, Tianyu Wang, Chenlin Ma, Yi Wang |
| 2025 | DAC | MiniWear: Minimizing Flash Wear via Hybrid Persistent Cache for Extended EF-SMR Lifetime. | Chenlin Ma, Kaoyi Sun, Yuxuan Qi, Jiaxian Chen, Xiaochuan Zheng, Tianyu Wang, Yi Wang |
| 2025 | DATE | Dancer: Dynamic Compression and Quantization Architecture for Deep Graph Convolutional Network. | Yunhao Dong, Zhaoyu Zhong, Yi Wang, Chenlin Ma, Tianyu Wang |
| 2025 | DATE | One Gray Code Fits All: Optimizing Access Time with Bi-Directional Programming for QLC SSDs. | Shaoqi Li, Tianyu Wang, Yongbiao Zhu, Chenlin Ma, Yi Wang, Zhaoyan Shen, Zili Shao |
| 2025 | DATE | EF-IMR: Embedded Flash with Interlaced Magnetic Recording Technology. | Chenlin Ma, Xiaochuan Zheng, Kaoyi Sun, Tianyu Wang, Yi Wang |
| 2024 | DAC | Leanor: A Learning-Based Accelerator for Efficient Approximate Nearest Neighbor Search via Reduced Memory Access. | Yi Wang, Huan Liu, Jianan Yuan, Jiaxian Chen, Tianyu Wang, Chenlin Ma, Rui Mao |
| 2024 | HPCA | Rapper: A Parameter-Aware Repair-in-Memory Accelerator for Blockchain Storage Platform. | Chenlin Ma, Yingping Wang, Fuwen Chen, Jing Liao, Yi Wang, Rui Mao |
| 2024 | ICDE | Boosting Write Performance of KV Stores: An NVM - Enabled Storage Collaboration Approach. | Yi Wang, Jiajian He, Kaoyi Sun, Yunhao Dong, Jiaxian Chen, Chenlin Ma, Amelie Chi Zhou, Rui Mao |
| 2024 | ICDE | LeaderKV: Improving Read Performance of KV Stores via Learned Index and Decoupled KV Table. | Yi Wang, Jianan Yuan, Shangyu Wu, Huan Liu, Jiaxian Chen, Chenlin Ma, Jianbin Qin |
| 2023 | DAC | Lift: Exploiting Hybrid Stacked Memory for Energy-Efficient Processing of Graph Convolutional Networks. | Jiaxian Chen, Zhaoyu Zhong, Kaoyi Sun, Chenlin Ma, Rui Mao, Yi Wang |
| 2022 | DATE | MU-RMW: Minimizing Unnecessary RMW Operations in the Embedded Flash with SMR Disk. | Chenlin Ma, Zhuokai Zhou, Yingping Wang, Yi Wang, Rui Mao |
| 2020 | DAC | KFR: Optimal Cache Management with K-Framed Reclamation for Drive-Managed SMR Disks. | Chenlin Ma, Yi Wang, Zhaoyan Shen, Zili Shao |