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Double domain guided real-time low-light image enhancement for ultra-high-definition transportation surveillance

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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RISE: Radius of Influence based Subgraph Extraction for 3D Molecular Graph Explanation

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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Lightening Talk on IACS Research Day

Published: April 17, 2025

Introduce our work on XAI and its application to scientific discovery.

Teaching experience 1

Undergraduate course, University 1, Department, 2014

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Teaching experience 2

Workshop, University 1, Department, 2015

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