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Shangyu Wu
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2020 – today
- 2024
- [c5]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: 29-41 - [c4]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 - [i4]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 abs/2401.02993 (2024) - [i3]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 abs/2405.15198 (2024) - [i2]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 abs/2407.13193 (2024) - 2023
- [j3]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): 423-436 (2023) - 2022
- [j2]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): 2188-2200 (2022) - [j1]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): 4397-4408 (2022) - [c3]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: 11-12 - [i1]Shangyu Wu, Yufei Cui, Jinghuan Yu, Xuan Sun, Tei-Wei Kuo, Chun Jason Xue:
NFL: Robust Learned Index via Distribution Transformation. CoRR abs/2205.11807 (2022) - 2020
- [c2]Yi Wang, Shangyu Wu, Rui Mao:
Towards Read-Intensive Key-Value Stores with Tidal Structure Based on LSM-Tree. ASP-DAC 2020: 307-312
2010 – 2019
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