Practical Metrics for Evaluating Anonymous Networks. - Zhi Wang 018; Jinli Zhang; Qixu Liu; Xiang Cui; Junwei Su (SciSec, 2018)

A Systematic Method on PDF Privacy Leakage Issues. - Yun Feng 003; Baoxu Liu; Xiang Cui; Chaoge Liu; Xuebin Kang; Junwei Su (TrustCom/BigDataSE, 2018)

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; et al. (CoRR, 2020)

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)

Structure of Core-Periphery Communities. - Junwei Su; Peter Marbach (COMPLEX NETWORKS (2), 2022)

ABC: Aggregation before Communication, a Communication Reduction Framework for Distributed Graph Neural Network Training and Effective Partition. - Junwei Su (CoRR, 2022)

Towards Robust Graph Incremental Learning on Evolving Graphs. - Junwei Su; Difan Zou; Zijun Zhang; Chuan Wu 001 (ICML, 2023)

Towards Robust Inductive Graph Incremental Learning via Experience Replay. - Junwei Su; Chuan Wu 001 (CoRR, 2023)

Structural Properties of Core-periphery Communities. - Junwei Su; Peter Marbach (Adv. Complex Syst., 2023)

On the Limitation and Experience Replay for GNNs in Continual Learning. - Junwei Su; Difan Zou; Chuan Wu 001 (CoLLAs, 2024)

On the Topology Awareness and Generalization Performance of Graph Neural Networks. - Junwei Su; Chuan Wu 001 (ECCV (84), 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 001 (EuroSys, 2024)

MTRGL: Effective Temporal Correlation Discerning Through Multi-Modal Temporal Relational Graph Learning. - Junwei Su; Shan Wu; Jinhui Li (ICASSP, 2024)

HEGformer: Representation Learning on Heterogeneous Graph Neural Network with Efficient Transformer. - Tianzuo Qin; Junwei Su; Chuan Wu 001 (ICKG, 2024)

PRES: Toward Scalable Memory-Based Dynamic Graph Neural Networks. - Junwei Su; Difan Zou; Chuan Wu 001 (ICLR, 2024)

MSPipe: Efficient Temporal GNN Training via Staleness-Aware Pipeline. - Guangming Sheng; Junwei Su; Chao Huang 001; Chuan Wu 001 (KDD, 2024)

BG-HGNN: Toward Scalable and Efficient Heterogeneous Graph Neural Network. - Junwei Su; Lingjun Mao; Chuan Wu 001 (CoRR, 2024)

Improving Implicit Regularization of SGD with Preconditioning for Least Square Problems. - Junwei Su; Difan Zou; Chuan Wu 001 (CoRR, 2024)

Heta: Distributed Training of Heterogeneous Graph Neural Networks. - Yuchen Zhong; Junwei Su; Chuan Wu 001; Minjie Wang (CoRR, 2024)

The Role of Social Support and Influencers in Social Media Communities. - Junwei Su; Peter Marbach (CoRR, 2024)

Temporal-Aware Evaluation and Learning for Temporal Graph Neural Networks. - Junwei Su; Shan Wu (AAAI, 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 001; Huajun Chen (CoRR, 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; et al. (CoRR, 2025)