Jianglin (Johnny) Lu 盧江林

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SMILE Lab,
Department of ECE,
College of Engineering,
Northeastern University,
360 Huntington Avenue, Boston, MA 02115, USA

Email: jianglinlu at outlook dot com

Biography

I am a second-year Ph.D. student in the SMILE Lab of the Department of ECE, Northeastern University (NEU), under the supervision of Prof. Yun Raymond Fu. My current research interests primarily focus on large language models, vision-language models, and foundation models.

Selected Publications

Latent Graph Inference with Limited Supervision. [PDF][Project Page][Code]

Jianglin Lu, Yi Xu, Huan Wang, Yue Bai, Yun Fu.

Neural Information Processing Systems (NeurIPS), 2023.

Uncertainty-Guided Pixel Contrastive Learning for Semi-Supervised Medical Image Segmentation. [PDF][Code]

Tao Wang, Jianglin Lu, Zhihui Lai, Heng Kong, Jiajun Wen.

International Joint Conference on Artificial Intelligence (IJCAI), 2022.

Local Graph Convolutional Networks for Cross-Modal Hashing. [PDF][Code ]

Yudong Chen, Sen Wang, Jianglin Lu, Zhi Chen, Zheng Zhang, Zi Huang.

ACM International Conference on Multimedia (ACM MM), 2021.

Invited Talks

Feb. 2024, Latent Graph Inference from Shallow Methods to GNNs [Slides], invited by Prof. Sarah Ostadabbas @ACLab.

Useful Links

Awesome Papers in Machine Learning, Computer Vision, Pattern Recognition, and Data Mining. [Link]

Introduction to Vision Language Models [Notes]

Introduction to Domain Adaptation [Notes]

Introduction to Graph Neural Networks [Notes]