Junwei Su

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 22

Top Topics

Incremental Learning

Top Venues

TrustCom/BigDataSE

COMPLEX NETWORKS (2)

Publications

Hanpeng Hu, Junwei Su, Juntao Zhao, Yanghua Peng, Yibo Zhu, Haibin Lin, Chuan Wu
CDMPP: A Device-Model Agnostic Framework for Latency Prediction of Tensor Programs. EuroSys (2024)
Junwei Su, Difan Zou, Chuan Wu
PRES: Toward Scalable Memory-Based Dynamic Graph Neural Networks. ICLR (2024)
Guangming Sheng, Junwei Su, Chao Huang, Chuan Wu
MSPipe: Efficient Temporal GNN Training via Staleness-Aware Pipeline. KDD (2024)
Junwei Su, Difan Zou, Chuan Wu
PRES: Toward Scalable Memory-Based Dynamic Graph Neural Networks. CoRR (2024)
Junwei Su, Lingjun Mao, Chuan Wu
BG-HGNN: Toward Scalable and Efficient Heterogeneous Graph Neural Network. CoRR (2024)
Junwei Su, Shan Wu, Jinhui Li
MTRGL: Effective Temporal Correlation Discerning through Multi-modal Temporal Relational Graph Learning. CoRR (2024)
Junwei Su, Difan Zou, Chuan Wu
Improving Implicit Regularization of SGD with Preconditioning for Least Square Problems. CoRR (2024)
Junwei Su, Difan Zou, Zijun Zhang, Chuan Wu
Towards Robust Graph Incremental Learning on Evolving Graphs. CoRR (2024)
Junwei Su, Shan Wu, Jinhui Li
MTRGL: Effective Temporal Correlation Discerning Through Multi-Modal Temporal Relational Graph Learning. ICASSP (2024)
Guangming Sheng, Junwei Su, Chao Huang, Chuan Wu
MSPipe: Efficient Temporal GNN Training via Staleness-aware Pipeline. CoRR (2024)
Junwei Su, Chuan Wu
On the Topology Awareness and Generalization Performance of Graph Neural Networks. CoRR (2024)
Junwei Su, Peter Marbach
Structural Properties of Core-periphery Communities. Adv. Complex Syst. 26 (6) (2023)
Hanpeng Hu, Junwei Su, Juntao Zhao, Yanghua Peng, Yibo Zhu, Haibin Lin, Chuan Wu
CDMPP: A Device-Model Agnostic Framework for Latency Prediction of Tensor Programs. CoRR (2023)
Junwei Su, Difan Zou, Zijun Zhang, Chuan Wu
Towards Robust Graph Incremental Learning on Evolving Graphs. ICML (2023)
Junwei Su, Chuan Wu
Towards Robust Inductive Graph Incremental Learning via Experience Replay. CoRR (2023)
Junwei Su, Peter Marbach
Structure of Core-Periphery Communities. COMPLEX NETWORKS (2) (2022)
Junwei Su
ABC: Aggregation before Communication, a Communication Reduction Framework for Distributed Graph Neural Network Training and Effective Partition. CoRR (2022)
Junwei Su, Peter Marbach
Structure of Core-Periphery Communities. CoRR (2022)
Le Wang, Junwei Su, Zhaolin Gu, Liyu Tang
Numerical study on flow field and pollutant dispersion in an ideal street canyon within a real tree model at different wind velocities. Comput. Math. Appl. 81 (2021)
Xiaowei Xu, Xiangao Jiang, Chunlian Ma, Peng Du, Xukun Li, Shuangzhi Lv, Liang Yu, Yanfei Chen, Junwei Su, Guanjing Lang, Yongtao Li, Hong Zhao, Kaijin Xu, Lingxiang Ruan, Wei Wu
Deep Learning System to Screen Coronavirus Disease 2019 Pneumonia. CoRR (2020)
Zhi Wang, Jinli Zhang, Qixu Liu, Xiang Cui, Junwei Su
Practical Metrics for Evaluating Anonymous Networks. SciSec (2018)
Yun Feng, Baoxu Liu, Xiang Cui, Chaoge Liu, Xuebin Kang, Junwei Su
A Systematic Method on PDF Privacy Leakage Issues. TrustCom/BigDataSE (2018)