no code implementations • 17 Jan 2024 • Nianzu Yang, Kaipeng Zeng, Haotian Lu, Yexin Wu, Zexin Yuan, Shengdian Jiang, Jiaxiang Wu, Yimin Wang, Junchi Yan
Neuronal morphology is essential for studying brain functioning and understanding neurodegenerative disorders.
1 code implementation • 22 Mar 2023 • Chao Chen, Haoyu Geng, Nianzu Yang, Xiaokang Yang, Junchi Yan
Dynamic graphs arise in various real-world applications, and it is often welcomed to model the dynamics directly in continuous time domain for its flexibility.
1 code implementation • 30 Mar 2022 • Chao Chen, Haoyu Geng, Nianzu Yang, Junchi Yan, Daiyue Xue, Jianping Yu, Xiaokang Yang
User interests are usually dynamic in the real world, which poses both theoretical and practical challenges for learning accurate preferences from rich behavior data.
no code implementations • 18 Feb 2022 • Nianzu Yang, Huaijin Wu, Kaipeng Zeng, Yang Li, Junchi Yan
Machine learning, particularly graph learning, is gaining increasing recognition for its transformative impact across various fields.