Yongyi Yang

1. ICLR: In-Context Learning of Representations
   2024/12/29 by Core Francisco Park, Andrew Lee, Ekdeep Singh Lubana +5 · 10 voices · 19 citations
   #cs.CL #cs.AI #cs.LG
2. Transformers from an Optimization Perspective
   2022/05/27 by Yongyi Yang, Zengfeng Huang, Yang, Yongyi +3 · 4 citations
   Computer Science · Materials Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning in Materials Science
3. Practical and Asymptotically Optimal Quantization of High-Dimensional Vectors in Euclidean Space for Approximate Nearest Neighbor Search
   2024/09/16 by Jianyang Gao, Gao, Jianyang, Yutong Gou +9 · 5 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Face and Expression Recognition #Image Retrieval and Classification Techniques
4. Graph Neural Networks Inspired by Classical Iterative Algorithms
   2021/03/10 by Yongyi Yang, Yang, Yongyi, Tang Liu +15 · 2 citations
   Computer Science · Engineering · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG)
5. Implicit vs Unfolded Graph Neural Networks
   2021/11/12 by Yongyi Yang, Yang, Yongyi, Liu, Tang +6 · 1 citation
   Computer Science · Neuroscience · #Advanced Graph Neural Networks #Functional Brain Connectivity Studies #Age of Information Optimization
6. Are Neurons Actually Collapsed? On the Fine-Grained Structure in Neural Representations
   2023/06/29 by Yongyi Yang, Yang, Yongyi, Jacob Steinhardt +3 · 1 citation
   Computer Science · Physics and Astronomy · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications
7. New Evidence of the Two-Phase Learning Dynamics of Neural Networks
   2025/05/20 by Zhanpeng Zhou, Yongyi Yang, Zhou, Zhanpeng +5 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
8. RaanA: A Fast, Flexible, and Data-Efficient Post-Training Quantization Algorithm
   2025/03/29 by Yongyi Yang, Jianyang Gao, Yang, Yongyi +3 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Natural Language Processing Techniques #Domain Adaptation and Few-Shot Learning