Junwei Su

According to our database, Junwei Su authored at least 23 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Artificial intelligence in drug discovery: A comprehensive review with a case study on hyperuricemia, gout arthritis, and hyperuricemic nephropathy.

Junwei Su, Cheng Xin, Ao Shang, Shan Wu, Zhenzhen Xie, Ruogu Xiong, Xiaoyu Xu, Cheng Zhang, Guang Chen, Yau-Tuen Chan, Guoyi Tang, Ning Wang, Yong Xu, Yibin Feng

CoRR, July, 2025

Knowledge Augmented Complex Problem Solving with Large Language Models: A Survey.

Da Zheng, Lun Du, Junwei Su, Yuchen Tian, Yuqi Zhu, Jintian Zhang, Lanning Wei, Ningyu Zhang, Huajun Chen

CoRR, May, 2025

Temporal-Aware Evaluation and Learning for Temporal Graph Neural Networks.

Junwei Su, Shan Wu

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

The Role of Social Support and Influencers in Social Media Communities.

Junwei Su, Peter Marbach

CoRR, 2024

Heta: Distributed Training of Heterogeneous Graph Neural Networks.

Yuchen Zhong, Junwei Su, Chuan Wu, Minjie Wang

CoRR, 2024

Improving Implicit Regularization of SGD with Preconditioning for Least Square Problems.

Junwei Su, Difan Zou, Chuan Wu

CoRR, 2024

BG-HGNN: Toward Scalable and Efficient Heterogeneous Graph Neural Network.

Junwei Su, Lingjun Mao, Chuan Wu

CoRR, 2024

MSPipe: Efficient Temporal GNN Training via Staleness-Aware Pipeline.

Guangming Sheng, Junwei Su, Chao Huang, Chuan Wu

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

PRES: Toward Scalable Memory-Based Dynamic Graph Neural Networks.

Junwei Su, Difan Zou, Chuan Wu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

HEGformer: Representation Learning on Heterogeneous Graph Neural Network with Efficient Transformer.

Tianzuo Qin, Junwei Su, Chuan Wu

Proceedings of the IEEE International Conference on Knowledge Graph, 2024

MTRGL: Effective Temporal Correlation Discerning Through Multi-Modal Temporal Relational Graph Learning.

Junwei Su, Shan Wu, Jinhui Li

Proceedings of the IEEE International Conference on Acoustics, 2024

CDMPP: A Device-Model Agnostic Framework for Latency Prediction of Tensor Programs.

Hanpeng Hu, Junwei Su, Juntao Zhao, Yanghua Peng, Yibo Zhu, Haibin Lin, Chuan Wu

Proceedings of the Nineteenth European Conference on Computer Systems, 2024

On the Topology Awareness and Generalization Performance of Graph Neural Networks.

Junwei Su, Chuan Wu

Proceedings of the Computer Vision - ECCV 2024, 2024

On the Limitation and Experience Replay for GNNs in Continual Learning.

Junwei Su, Difan Zou, Chuan Wu

Proceedings of the Conference on Lifelong Learning Agents, 2024

2023

Structural Properties of Core-periphery Communities.

Junwei Su, Peter Marbach

Adv. Complex Syst., September, 2023

Towards Robust Inductive Graph Incremental Learning via Experience Replay.

Junwei Su, Chuan Wu

CoRR, 2023

Towards Robust Graph Incremental Learning on Evolving Graphs.

Junwei Su, Difan Zou, Zijun Zhang, Chuan Wu

Proceedings of the International Conference on Machine Learning, 2023

2022

ABC: Aggregation before Communication, a Communication Reduction Framework for Distributed Graph Neural Network Training and Effective Partition.

Junwei Su

CoRR, 2022

Structure of Core-Periphery Communities.

Junwei Su, Peter Marbach

Proceedings of the Complex Networks and Their Applications XI, 2022

2021

Numerical study on flow field and pollutant dispersion in an ideal street canyon within a real tree model at different wind velocities.

Le Wang, Junwei Su, Zhaolin Gu, Liyu Tang

Comput. Math. Appl., 2021

2020

Deep Learning System to Screen Coronavirus Disease 2019 Pneumonia.

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

CoRR, 2020

2018

A Systematic Method on PDF Privacy Leakage Issues.

Yun Feng, Baoxu Liu, Xiang Cui, Chaoge Liu, Xuebin Kang, Junwei Su

Proceedings of the 17th IEEE International Conference On Trust, 2018

Practical Metrics for Evaluating Anonymous Networks.

Zhi Wang, Jinli Zhang, Qixu Liu, Xiang Cui, Junwei Su

Proceedings of the Science of Cyber Security - First International Conference, 2018