Xingyou Song
- Rethinking Attention with Performers
2020/09/30 by Krzysztof Choromański, Choromanski, Krzysztof, Valerii Likhosherstov +23 · 206 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Topic Modeling
- The Vizier Gaussian Process Bandit Algorithm
2024/08/21 by Xingyou Song, Song, Xingyou, Qiuyi Zhang +20 · 3 voices · 6 citations
Computer Science · Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #cs.AI #cs.LG #math.OC
- OmniPred: Language Models as Universal Regressors
2024/02/22 by Xingyou Song, Song, Xingyou, Oscar Li +11 · 13 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
- Regression Language Models for Code
2025/09/30 by Yash Akhauri, Akhauri, Yash, Xingyou Song +7 · 1 voice · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Performance (cs.PF) #Software Engineering (cs.SE) #cs.AI #cs.CL #cs.LG #cs.PF #cs.SE
- Decoding-based Regression
2025/01/31 by Xingyou Song, Dara Bahri, Song, Xingyou +1 · 2 voices · 5 citations
Computer Science · #Neural Networks and Applications
- Open Source Vizier: Distributed Infrastructure and API for Reliable and Flexible Blackbox Optimization
2022/07/27 by Xingyou Song, Song, Xingyou, Sagi Perel +7 · 2 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Parallel #and Cluster Computing (cs.DC)
- Towards Robust Mathematical Reasoning
2025/11/03 by Thang M. Luong, Luong, Thang, Hwang, Dawsen +35 · 11 citations
Computer Science · Materials Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Mathematics Education and Teaching Techniques #Mathematics, Computing, and Information Processing
- Sub-Linear Memory: How to Make Performers SLiM
2020/12/21 by Valerii Likhosherstov, Likhosherstov, Valerii, Krzysztof Choromański +7 · 2 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Language Model Embeddings Can Be Sufficient for Bayesian Optimization
2024/10/14 by Tùng Lâm Nguyễn, Qiuyi Zhang, Nguyen, Tung +15 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques