Qingqiang Sun

According to our database, Qingqiang Sun authored at least 20 papers between 2019 and 2026.

Collaborative distances:

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

2026

SAGER: Self-Evolving User Policy Skills for Recommendation Agent.

Zhen Tao, Riwei Lai, Chenyun Yu, Weixin Chen, Li Chen, Beibei Kong, Lei Cheng, Chengxiang Zhuo, Zang Li, Qingqiang Sun

CoRR, April, 2026

Task-Aware Retrieval Augmentation for Dynamic Recommendation.

Zhen Tao, Xinke Jiang, Qingshuai Feng, Haoyu Zhang, Lun Du, Yuchen Fang, Hao Miao, Bangquan Xie, Qingqiang Sun

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

On the Homophily of Heterogeneous Graphs: Understanding and Unleashing.

Zhen Tao, Ziyue Qiao, Chaoqi Chen, Zhengyi Yang, Lun Du, Qingqiang Sun

CoRR, January, 2025

Fourier Clouds: Fast Bias Correction for Imbalanced Semi-Supervised Learning.

Jiawei Gu, Yidi Wang, Qingqiang Sun, Xinming Li, Xiao Luo, Ziyue Qiao

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Towards Continuous Reuse of Graph Models via Holistic Memory Diversification.

Ziyue Qiao, Junren Xiao, Qingqiang Sun, Meng Xiao, Xiao Luo, Hui Xiong

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

On the Cross-type Homophily of Heterogeneous Graphs: Understanding and Unleashing.

Zhen Tao, Ziyue Qiao, Chaoqi Chen, Zhengyi Yang, Lun Du, Qingqiang Sun

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

Single-View Graph Contrastive Learning with Soft Neighborhood Awareness.

Qingqiang Sun, Chaoqi Chen, Ziyue Qiao, Xubin Zheng, Kai Wang

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 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

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

Out-of-Distribution Detection with Prototypical Outlier Proxy.

Mingrong Gong, Chaoqi Chen, Qingqiang Sun, Yue Wang, Hui Huang

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Interdependence-Adaptive Mutual Information Maximization for Graph Contrastive Learning.

Qingqiang Sun, Kai Wang, Wenjie Zhang, Peng Cheng, Xuemin Lin

IEEE Trans. Knowl. Data Eng., December, 2024

Towards Advanced Unsupervised Representation Learning for Graph-Structured Data.

Qingqiang Sun

PhD thesis, 2024

Holistic Memory Diversification for Incremental Learning in Growing Graphs.

Ziyue Qiao, Junren Xiao, Qingqiang Sun, Meng Xiao, Hui Xiong

CoRR, 2024

A novel network for semantic segmentation of landslide areas in remote sensing images with multi-branch and multi-scale fusion.

Kai Wang, Daojie He, Qingqiang Sun, Lizhi Yi, Xiaofeng Yuan, Yalin Wang

Appl. Soft Comput., 2024

Report on the 3rd International Workshop on Large-Scale Graph Data Analytics (LSGDA 2024).

Long Yuan, Zhengyi Yang, Qingqiang Sun, Alexander Zhou

Proceedings of Workshops at the 50th International Conference on Very Large Data Bases, 2024

2023

Progressive Hard Negative Masking: From Global Uniformity to Local Tolerance.

Qingqiang Sun, Wenjie Zhang, Xuemin Lin

IEEE Trans. Knowl. Data Eng., December, 2023

Towards Higher-order Topological Consistency for Unsupervised Network Alignment.

Qingqiang Sun, Xuemin Lin, Ying Zhang, Wenjie Zhang, Chaoqi Chen

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2022

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

2021

A Survey on Deep Learning for Data-Driven Soft Sensors.

Qingqiang Sun, Zhiqiang Ge

IEEE Trans. Ind. Informatics, 2021

Deep Learning for Industrial KPI Prediction: When Ensemble Learning Meets Semi-Supervised Data.

Qingqiang Sun, Zhiqiang Ge

IEEE Trans. Ind. Informatics, 2021

2019

Probabilistic Sequential Network for Deep Learning of Complex Process Data and Soft Sensor Application.

Qingqiang Sun, Zhiqiang Ge

IEEE Trans. Ind. Informatics, 2019