Probabilistic Sequential Network for Deep Learning of Complex Process Data and Soft Sensor Application. - Qingqiang Sun; Zhiqiang Ge (IEEE Trans. Ind. Informatics, 2019)

Deep Learning for Industrial KPI Prediction: When Ensemble Learning Meets Semi-Supervised Data. - Qingqiang Sun; Zhiqiang Ge (IEEE Trans. Ind. Informatics, 2021)

A Survey on Deep Learning for Data-Driven Soft Sensors. - Qingqiang Sun; Zhiqiang Ge (IEEE Trans. Ind. Informatics, 2021)

Gated Stacked Target-Related Autoencoder: A Novel Deep Feature Extraction and Layerwise Ensemble Method for Industrial Soft Sensor Application. - Qingqiang Sun; Zhiqiang Ge (IEEE Trans. Cybern., 2022)

Towards Higher-order Topological Consistency for Unsupervised Network Alignment. - Qingqiang Sun; Xuemin Lin 001; Ying Zhang 001; Wenjie Zhang 001; Chaoqi Chen (ICDE, 2023)

Progressive Hard Negative Masking: From Global Uniformity to Local Tolerance. - Qingqiang Sun; Wenjie Zhang 001; Xuemin Lin 001 (IEEE Trans. Knowl. Data Eng., 2023)

Report on the 3rd International Workshop on Large-Scale Graph Data Analytics (LSGDA 2024). - Long Yuan 001; Zhengyi Yang 001; Qingqiang Sun; Alexander Zhou 001 (VLDB Workshops, 2024)

A novel network for semantic segmentation of landslide areas in remote sensing images with multi-branch and multi-scale fusion. - Kai Wang 024; Daojie He; Qingqiang Sun; Lizhi Yi; Xiaofeng Yuan; Yalin Wang 003 (Appl. Soft Comput., 2024)

Holistic Memory Diversification for Incremental Learning in Growing Graphs. - Ziyue Qiao; Junren Xiao; Qingqiang Sun; Meng Xiao 001; Hui Xiong 001 (CoRR, 2024)

Towards Advanced Unsupervised Representation Learning for Graph-Structured Data. - Qingqiang Sun (2024)

Interdependence-Adaptive Mutual Information Maximization for Graph Contrastive Learning. - Qingqiang Sun; Kai Wang 024; Wenjie Zhang 001; Peng Cheng 003; Xuemin Lin 001 (IEEE Trans. Knowl. Data Eng., 2024)

Out-of-Distribution Detection with Prototypical Outlier Proxy. - Mingrong Gong; Chaoqi Chen; Qingqiang Sun; Yue Wang; Hui Huang (AAAI, 2025)

PRAGA: Prototype-aware Graph Adaptive Aggregation for Spatial Multi-modal Omics Analysis. - Xinlei Huang; Zhiqi Ma; Dian Meng; Yanran Liu; Shiwei Ruan; Qingqiang Sun; Xubin Zheng; Ziyue Qiao (AAAI, 2025)

Single-View Graph Contrastive Learning with Soft Neighborhood Awareness. - Qingqiang Sun; Chaoqi Chen; Ziyue Qiao; Xubin Zheng; Kai Wang (AAAI, 2025)

Towards Continuous Reuse of Graph Models via Holistic Memory Diversification. - Ziyue Qiao; Junren Xiao; Qingqiang Sun; Meng Xiao 001; Xiao Luo 001; Hui Xiong 001 (ICLR, 2025)

On the Homophily of Heterogeneous Graphs: Understanding and Unleashing. - Zhen Tao; Ziyue Qiao; Chaoqi Chen; Zhengyi Yang 001; Lun Du; Qingqiang Sun (CoRR, 2025)