Shangyu Wu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Semantic Representations

Efficient Retrieval

Natural Language

Tree Structures

Top Venues

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.

Proc. VLDB Endow.

Publications

Lianming Huang, Shangyu Wu, Yufei Cui, Ying Xiong, Xue Liu, Tei-Wei Kuo, Nan Guan, Chun Jason Xue
RAEE: A Training-Free Retrieval-Augmented Early Exiting Framework for Efficient Inference. CoRR (2024)
Shangyu Wu, Ying Xiong, Yufei Cui, Xue Liu, Buzhou Tang, Tei-Wei Kuo, Chun Jason Xue
Improving Natural Language Understanding with Computation-Efficient Retrieval Representation Fusion. CoRR (2024)
Yi Wang, Jianan Yuan, Shangyu Wu, Huan Liu, Jiaxian Chen, Chenlin Ma, Jianbin Qin
LeaderKV: Improving Read Performance of KV Stores via Learned Index and Decoupled KV Table. ICDE (2024)
Shangyu Wu, Ying Xiong, Yufei Cui, Xue Liu, Buzhou Tang, Tei-Wei Kuo, Chun Jason Xue
ReFusion: Improving Natural Language Understanding with Computation-Efficient Retrieval Representation Fusion. ICLR (2024)
Shangyu Wu, Ying Xiong, Yufei Cui, Haolun Wu, Can Chen, Ye Yuan, Lianming Huang, Xue Liu, Tei-Wei Kuo, Nan Guan, Chun Jason Xue
Retrieval-Augmented Generation for Natural Language Processing: A Survey. CoRR (2024)
Chenlin Ma, Hao Yang, Shangyu Wu, Yi Wang, Rui Mao
Tidal-Tree-Mem: Toward Read-Intensive Key-Value Stores With Tidal Structure Based on LSM-Tree. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (2) (2023)
Shangyu Wu, Yufei Cui, Jinghuan Yu, Xuan Sun, Tei-Wei Kuo, Chun Jason Xue
NFL: Robust Learned Index via Distribution Transformation. CoRR (2022)
Jianan Yuan, Huan Liu, Shangyu Wu, Yiquan Lin, Tiantian Wang, Chenlin Ma, Rui Mao, Yi Wang
Work-in-Progress: Lark: A Learned Secondary Index Toward LSM-tree for Resource-Constrained Embedded Storage Systems. CODES+ISSS (2022)
Yufei Cui, Shangyu Wu, Qiao Li, Antoni B. Chan, Tei-Wei Kuo, Chun Jason Xue
Bits-Ensemble: Toward Light-Weight Robust Deep Ensemble by Bits-Sharing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (11) (2022)
Shangyu Wu, Yufei Cui, Jinghuan Yu, Xuan Sun, Tei-Wei Kuo, Chun Jason Xue
NFL: Robust Learned Index via Distribution Transformation. Proc. VLDB Endow. 15 (10) (2022)
Yi Wang, Shangyu Wu, Rui Mao
Towards Read-Intensive Key-Value Stores with Tidal Structure Based on LSM-Tree. ASP-DAC (2020)
Shangyu Wu, Yi Wang, Amelie Chi Zhou, Rui Mao, Zili Shao, Tao Li
Towards Cross-Platform Inference on Edge Devices with Emerging Neuromorphic Architecture. DATE (2019)