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Works (9)

Supporting vision-language model few-shot inference with confounder-pruned knowledge prompt

Neural Networks
2025-05 | Journal article
DOI: 10.1016/j.neunet.2025.107173
Contributors: Jiangmeng Li; Wenyi Mo; Fei Song; Chuxiong Sun; Wenwen Qiang; Bing Su; Changwen Zheng
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Continual Test-Time Adaptation for Single Image Defocus Deblurring via Causal Siamese Networks

International Journal of Computer Vision
2025-02-22 | Journal article
DOI: 10.1007/s11263-025-02363-0
Contributors: Shuang Cui; Yi Li; Jiangmeng Li; Xiongxin Tang; Bing Su; Fanjiang Xu; Hui Xiong
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Physics-Guided Optical Simulation and PSF Analysis for Remote Sensing Images Deblurring

IEEE Transactions on Geoscience and Remote Sensing
2024 | Journal article
DOI: 10.1109/TGRS.2024.3426094
Contributors: Fan Ji; Jing Wang; Shuang Cui; Jiangmeng Li; Xiongxin Tang; Fanjiang Xu
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On the Generalization and Causal Explanation in Self-Supervised Learning

International Journal of Computer Vision
2024-10-19 | Journal article
DOI: 10.1007/s11263-024-02263-9
Contributors: Wenwen Qiang; Zeen Song; Ziyin Gu; Jiangmeng Li; Changwen Zheng; Fuchun Sun; Hui Xiong
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Introducing diminutive causal structure into graph representation learning

Knowledge-Based Systems
2024-06 | Journal article
DOI: 10.1016/j.knosys.2024.111592
Contributors: Hang Gao; Peng Qiao; Yifan Jin; Fengge Wu; Jiangmeng Li; Changwen Zheng
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Crossref

MSI: Multi-modal Recommendation via Superfluous Semantics Discarding and Interaction Preserving

2024-05-30 | Conference paper
DOI: 10.1145/3652583.3658043
Contributors: Yi Li; Qingmeng Zhu; Changwen Zheng; Jiangmeng Li
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Unsupervised social event detection via hybrid graph contrastive learning and reinforced incremental clustering

Knowledge-Based Systems
2024-01 | Journal article
DOI: 10.1016/j.knosys.2023.111225
Contributors: Yuanyuan Guo; Zehua Zang; Hang Gao; Xiao Xu; Rui Wang; Lixiang Liu; Jiangmeng Li
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Crossref

Information theory-guided heuristic progressive multi-view coding

Neural Networks
2023-10 | Journal article
DOI: 10.1016/j.neunet.2023.08.027
Contributors: Jiangmeng Li; Hang Gao; Wenwen Qiang; Changwen Zheng
Source: check_circle
Crossref

Modeling Multiple Views via Implicitly Preserving Global Consistency and Local Complementarity

IEEE Transactions on Knowledge and Data Engineering
2022 | Journal article
DOI: 10.1109/TKDE.2022.3198746
Contributors: Jiangmeng Li; Wenwen Qiang; Changwen Zheng; Bing Su; Farid Razzak; Ji-Rong Wen; Hui Xiong
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Peer review (12 reviews for 3 publications/grants)

Review activity for Applied intelligence. (1)
Review activity for Knowledge-based systems. (10)
Review activity for Machine vision and applications. (1)
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