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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-light 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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GAGA: Gaussianity-aware Gaussian Approximation for Efficient 3D Molecular Generation

Published in The Fourteenth International Conference on Learning Representations (ICLR 2026), 2026

We propose an analytical Gaussian approximation method to improve the efficiency of 3D molecular generation.

Recommended citation: Qu, J., Gao, W., Xu, R. & Liu, Y. GAGA: Gaussianity-aware Gaussian Approximation for Efficient 3D Molecular Generation. In Fourteenth International Conference on Learning Representations (ICLR).
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