| 2026 | EuroSys | ColdCode: Cold Data Encoding for Enhanced Reliability and Lifetime in 3D NAND Flash. | Qiao Li, Shangyu Wu, Zheng Wan, Yufei Cui, Jie Zhang, Chun Jason Xue |
| 2025 | ACL | A²ATS: Retrieval-Based KV Cache Reduction via Windowed Rotary Position Embedding and Query-Aware Vector Quantization. | Junhui He, Junna Xing, Nan Wang, Rui Xu, Shangyu Wu, Peng Zhou, Qiang Liu, Chun Jason Xue, Qingan Li |
| 2025 | EMNLP | MLWQ: Efficient Small Language Model Deployment via Multi-Level Weight Quantization. | Chun Hu, Junhui He, Shangyu Wu, Yuxin He, Chun Jason Xue, Qingan Li |
| 2024 | EMNLP | CHESS: Optimizing LLM Inference via Channel-Wise Thresholding and Selective Sparsification. | Junhui He, Shangyu Wu, Weidong Wen, Chun Jason Xue, Qingan Li |
| 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 |
| 2024 | ICLR | ReFusion: Improving Natural Language Understanding with Computation-Efficient Retrieval Representation Fusion. | Shangyu Wu, Ying Xiong, Yufei Cui, Xue Liu, Buzhou Tang, Tei-Wei Kuo, Chun Jason Xue |
| 2020 | ASPDAC | Towards Read-Intensive Key-Value Stores with Tidal Structure Based on LSM-Tree. | Yi Wang, Shangyu Wu, Rui Mao |
| 2019 | DATE | Towards Cross-Platform Inference on Edge Devices with Emerging Neuromorphic Architecture. | Shangyu Wu, Yi Wang, Amelie Chi Zhou, Rui Mao, Zili Shao, Tao Li |