Yaoqing Yang
- Two Sides of the Same Coin: Heterophily and Oversmoothing in Graph Convolutional Neural Networks
2021/02/12 by Yujun Yan, Yan, Yujun, Milad Hashemi +7 · 12 citations
Computer Science · Physics and Astronomy · Psychology · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mental Health via Writing
- Neurotoxin: Durable Backdoors in Federated Learning
2022/06/12 by Zhengming Zhang, Ashwinee Panda, Zhang, Zhengming +13 · 10 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Mitigating Memorization In Language Models
2024/10/03 by Mansi Sakarvadia, Sakarvadia, Mansi, Aswathy Ajith +15 · 3 voices · 2 citations
Computer Science · #Topic Modeling #cs.AI #cs.CL #cs.LG
- FoldingNet: Point Cloud Auto-encoder via Deep Grid Deformation
2017/12/19 by Yaoqing Yang, Yang, Yaoqing, Chen Feng +5 · 5 citations
Engineering · Computer Science · Earth and Planetary Sciences · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #3D Surveying and Cultural Heritage
- AlphaPruning: Using Heavy-Tailed Self Regularization Theory for Improved Layer-wise Pruning of Large Language Models
2024/10/14 by Haiquan Lu, Lu, Haiquan, Yefan Zhou +8 · 6 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling
- Temperature Balancing, Layer-wise Weight Analysis, and Neural Network Training
2023/12/01 by Yefan Zhou, Tianyu Pang, Zhou, Yefan +9 · 2 citations
Computer Science · Materials Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science
- Mining Point Cloud Local Structures by Kernel Correlation and Graph Pooling
2017/12/19 by Yiru Shen, Shen, Yiru, Chen Feng +5 · 3 citations
Engineering · Earth and Planetary Sciences · Environmental Science · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Remote Sensing and LiDAR Applications
- Improving Semi-supervised Federated Learning by Reducing the Gradient Diversity of Models
2020/08/26 by Zhengming Zhang, Yaoqing Yang, Zhang, Zhengming +9 · 1 citation
Computer Science · #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data
- LossLens: Diagnostics for Machine Learning through Loss Landscape Visual Analytics
2024/12/17 by Tiankai Xie, Xie, Tiankai, Jiaqing Chen +19 · 1 citation
Computer Science · #Data Analysis with R