Xingyou Song

Researcher, Google DeepMind

Joined

August 2019

Names

Xingyou Song (Preferred)

Richard Song

Emails

****@berkeley.edu (Confirmed)

****@google.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Google DeepMind (google.com)

2019 – Present

Machine Learning Fellow

OpenAI (openai.com)

2018 – 2018

Advisors, Relations & Conflicts

No relations added

Expertise

Automated Machine Learning (AutoML)

Present

Blackbox Optimization

Present

Reinforcement Learning

Present

Robotics

Present

Transformers

Present

Publications

Regression Language Models for Code
Yash Akhauri, Xingyou Song, Arissa Wongpanich, Bryan Lewandowski, Mohamed S. Abdelfattah
- Submitted to ICLR 2026
- Readers: Everyone
Decoding-based Regression
Xingyou Song, Dara Bahri
- Accepted by TMLR
- Readers: Everyone
Understanding LLM Embeddings for Regression
Eric Tang, Bangding Yang, Xingyou Song
- Accepted by TMLR
- Readers: Everyone
Predicting from Strings: Language Model Embeddings for Bayesian Optimization
Tung Nguyen, Qiuyi Zhang, Bangding Yang, Chansoo Lee, Jorg Bornschein, Sagi Perel, Yutian Chen, Xingyou Song
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
OmniPred: Language Models as Universal Regressors
Xingyou Song, Oscar Li, Chansoo Lee, Bangding Yang, Daiyi Peng, Sagi Perel, Yutian Chen
- Accepted by TMLR
- Readers: Everyone
Position: Leverage Foundational Models for Black-Box Optimization
Xingyou Song, Yingtao Tian, Robert Tjarko Lange, Chansoo Lee, Yujin Tang, Yutian Chen
- ICML 2024 Poster
- Readers: Everyone
Automated Reinforcement Learning (AutoRL): A Survey and Open Problems
Raghu Rajan, Jack Parker-Holder, Xingyou Song, André Biedenkapp, Yingjie Miao, Theresa Eimer, Baohe Zhang, Vu Nguyen, Roberto Calandra, Aleksandra Faust, Frank Hutter, Marius Lindauer
- AutoML 2023 (Journal Track)
- Readers: Everyone
Hardness of Low Rank Approximation of Entrywise Transformed Matrix Products
Tamas Sarlos, Xingyou Song, David Woodruff, Qiuyi Zhang
- NeurIPS 2023 poster
- Readers: Everyone
Discovering Adaptable Symbolic Algorithms from Scratch
Stephen Kelly, Daniel S. Park, Xingyou Song, Mitchell McIntire, Pranav Nashikkar, Ritam Guha, Wolfgang Banzhaf, Kalyanmoy Deb, Vishnu Naresh Boddeti, Jie Tan, Esteban Real
- Published: 01 Jan 2023, Last Modified: 22 Sept 2023
- CoRR 2023
- Readers: Everyone
Automated Reinforcement Learning (AutoRL): A Survey and Open Problems
Jack Parker-Holder, Raghu Rajan, Xingyou Song, André Biedenkapp, Yingjie Miao, Theresa Eimer, Baohe Zhang, Vu Nguyen, Roberto Calandra, Aleksandra Faust, Frank Hutter, Marius Lindauer
- 24 Aug 2022
- OpenReview Archive Direct Upload
- Readers: Everyone

View all 54 publications

Co-Authors

View all 100 co-authors