Recent First or Co-first Author Publications
Published in The Forty-second International Conference on Machine Learning (ICML), 2025
We develop an new pipeline for 3D-GNN explanation.
Recommended citation: Qu, J., Gao, W., Zhang, J., Liu, X., Wei, H., Ling, H., & Liu, Y. RISE: Radius of Influence based Subgraph Extraction for 3D Molecular Graph Explanation. In Forty-second International Conference on Machine Learning.
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Published in IEEE Transactions on Intelligent Transportation Systems, 2024
We firstly explicitly incorporate gradient-domain enhancement for low-ligh images
Recommended citation: Qu, J., Liu, R. W., Gao, Y., Guo, Y., Zhu, F., & Wang, F. Y. (2024). Double domain guided real-time low-light image enhancement for ultra-high-definition transportation surveillance. IEEE Transactions on Intelligent Transportation Systems, 25(8), 9550-9562.
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Other First or Co-first Publications
- Jingxiang Qu, et al. Improving maritime traffic surveillance in inland waterways using the robust fusion of AIS and visual data. Ocean Engineering 275 (2023): 114198.
- Jingxiang Qu, et al. Deep learning-driven surveillance quality enhancement for maritime management promotion under low-visibility weathers. Ocean & Coastal Management 235 (2023): 106478.
- Jingxiang Qu, et al. Multi-task learning-enabled automatic vessel draft reading for intelligent maritime surveillance. IEEE Transactions on Intelligent Transportation Systems 25.5 (2023): 4552-4564.
- Jingxiang Qu, et al. “Edge computing-enabled multi-sensor data fusion for intelligent surveillance in maritime transportation systems.” 2022 IEEE DASC. IEEE, 2022.
Other Coorperated Publications
- Liu, X., Ding, Y., Qu, J., Zhang, Y., Gao, W., & Liu, Y. (2025). RL-Guider: Leveraging historical decisions and feedback for drug editing with large language models. Findings of the Association for Computational Linguistics: ACL 2025.
- Zhao, C., Liu, R. W., Qu, J., & Gao, R. (2024). Deep learning-based object detection in maritime unmanned aerial vehicle imagery: Review and experimental comparisons. Engineering Applications of Artificial Intelligence, 128, 107513.
- Guo, Y., Liu, R. W., Qu, J., Lu, Y., Zhu, F., & Lv, Y. (2023). Asynchronous trajectory matching-based multimodal maritime data fusion for vessel traffic surveillance in inland waterways. IEEE Transactions on Intelligent Transportation Systems, 24(11), 12779-12792.
- Guo, Y., Gao, Y., Liu, W., Lu, Y., Qu, J., He, S., & Ren, W. (2023). SCANet: Self-paced semi-curricular attention network for non-homogeneous image dehazing. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (pp. 1885-1894).
- Guo, Y., Lu, Y., Qu, J., Liu, R. W., & Ren, W. (2022). MDSFE: Multiscale deep stacking fusion enhancer network for visual data enhancement. IEEE Transactions on Instrumentation and Measurement, 72, 1-12.
* indicates equal contributors. You can also find my articles on my Google Scholar profile.
