Jingshu Peng

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 7

Top Topics

Transfer Learning

Extended Abstract

Graph Representation

Top Venues

Proc. VLDB Endow.

Publications

Jiawei Li, Jingshu Peng, Haoyang Li, Lei Chen
UniCL: A Universal Contrastive Learning Framework for Large Time Series Models. CoRR (2024)
Xujia Li, Jingshu Peng, Lei Chen
InLN: Knowledge-aware Incremental Leveling Network for Dynamic Advertising. KDD (2024)
Jingshu Peng, Zhao Chen, Yingxia Shao, Yanyan Shen, Lei Chen, Jiannong Cao
Sancus: Staleness-Aware Communication-Avoiding Full-Graph Decentralized Training in Large-Scale Graph Neural Networks (Extended Abstract). IJCAI (2023)
Jiadong Guo, Jingshu Peng, Hang Yuan, Lionel Ming-shuan Ni
HXPY: A High-Performance Data Processing Package for Financial Time-Series Data. J. Comput. Sci. Technol. 38 (1) (2023)
Jingshu Peng, Zhao Chen, Yingxia Shao, Yanyan Shen, Lei Chen, Jiannong Cao
SANCUS: Staleness-Aware Communication-Avoiding Full-Graph Decentralized Training in Large-Scale Graph Neural Networks. Proc. VLDB Endow. 15 (9) (2022)
Jingshu Peng, Yanyan Shen, Lei Chen
GraphANGEL: Adaptive aNd Structure-Aware Sampling on Graph NEuraL Networks. ICDM (2021)
Shimin Di, Jingshu Peng, Yanyan Shen, Lei Chen
Transfer Learning via Feature Isomorphism Discovery. KDD (2018)