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David Liu

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Re-visiting Skip-Gram Negative Sampling: Dimension Regularization for More Efficient Dissimilarity Preservation in Graph Embeddings

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Apr 30, 2024
David Liu, Arjun Seshadri, Tina Eliassi-Rad, Johan Ugander

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APP-RUSS: Automated Path Planning for Robotic Ultrasound System

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Oct 22, 2023
David Liu, Jerome Charton, Xiang Li, Quanzheng Li

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DT/MARS-CycleGAN: Improved Object Detection for MARS Phenotyping Robot

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Oct 20, 2023
David Liu, Zhengkun Li, Zihao Wu, Changying Li

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When Collaborative Filtering is not Collaborative: Unfairness of PCA for Recommendations

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Oct 15, 2023
David Liu, Jackie Baek, Tina Eliassi-Rad

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Hierarchical Semantic Tree Concept Whitening for Interpretable Image Classification

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Jul 10, 2023
Haixing Dai, Lu Zhang, Lin Zhao, Zihao Wu, Zhengliang Liu, David Liu, Xiaowei Yu, Yanjun Lyu, Changying Li, Ninghao Liu, Tianming Liu, Dajiang Zhu

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MMViT: Multiscale Multiview Vision Transformers

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Apr 28, 2023
Yuchen Liu, Natasha Ong, Kaiyan Peng, Bo Xiong, Qifan Wang, Rui Hou, Madian Khabsa, Kaiyue Yang, David Liu, Donald S. Williamson, Hanchao Yu

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Deep-Learning-based Fast and Accurate 3D CT Deformable Image Registration in Lung Cancer

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Apr 21, 2023
Yuzhen Ding, Hongying Feng, Yunze Yang, Jason Holmes, Zhengliang Liu, David Liu, William W. Wong, Nathan Y. Yu, Terence T. Sio, Steven E. Schild, Baoxin Li, Wei Liu

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Coupling Artificial Neurons in BERT and Biological Neurons in the Human Brain

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Mar 27, 2023
Xu Liu, Mengyue Zhou, Gaosheng Shi, Yu Du, Lin Zhao, Zihao Wu, David Liu, Tianming Liu, Xintao Hu

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Core-Periphery Principle Guided Redesign of Self-Attention in Transformers

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Mar 27, 2023
Xiaowei Yu, Lu Zhang, Haixing Dai, Yanjun Lyu, Lin Zhao, Zihao Wu, David Liu, Tianming Liu, Dajiang Zhu

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Eye-gaze-guided Vision Transformer for Rectifying Shortcut Learning

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May 25, 2022
Chong Ma, Lin Zhao, Yuzhong Chen, Lu Zhang, Zhenxiang Xiao, Haixing Dai, David Liu, Zihao Wu, Zhengliang Liu, Sheng Wang, Jiaxing Gao, Changhe Li, Xi Jiang, Tuo Zhang, Qian Wang, Dinggang Shen, Dajiang Zhu, Tianming Liu

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