Yujia Li

Research Scientist, Google DeepMind

Joined

October 2016

Names

Yujia Li (Preferred)

Emails

****@gmail.com (Confirmed)

****@cs.toronto.edu (Confirmed)

****@google.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Research Scientist

Google DeepMind (google.com)

2016 – Present

PhD student

Department of Computer Science, University of Toronto (cs.toronto.edu)

2011 – 2016

Advisors, Relations & Conflicts

PhD Advisor

Richard Zemel

2011 – 2016

Expertise

Language modeling

2020 – Present

Program synthesis

2018 – Present

Deep learning

2011 – Present

Publications

Large Language Models as Analogical Reasoners
Michihiro Yasunaga, Xinyun Chen, Yujia Li, Panupong Pasupat, Jure Leskovec, Percy Liang, Ed H. Chi, Denny Zhou
- ICLR 2024 poster
- Readers: Everyone
Transformers Meet Directed Graphs
Simon Geisler, Yujia Li, Daniel J Mankowitz, Ali Taylan Cemgil, Stephan Günnemann, Cosmin Paduraru
- ICML 2023 Poster
- Readers: Everyone
Competition-Level Code Generation with AlphaCode
Yujia Li, David H. Choi, Junyoung Chung, Nate Kushman, Julian Schrittwieser, Rémi Leblond, Tom Eccles, James Keeling, Felix Gimeno, Agustin Dal Lago, Thomas Hubert, Peter Choy, Cyprien de Masson d'Autume, Igor Babuschkin, Xinyun Chen, Po-Sen Huang, Johannes Welbl, Sven Gowal, Alexey Cherepanov, James Molloy et al. (6 additional authors not shown)
- 2022 (modified: 23 Aug 2022)
- CoRR 2022
- Readers: Everyone
Computer-Aided Design as Language
Yaroslav Ganin, Sergey Bartunov, Yujia Li, Ethan Anderson Keller, Stefano Saliceti
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone
Scaling Language Models: Methods, Analysis & Insights from Training Gopher
Jack W. Rae, Sebastian Borgeaud, Trevor Cai, Katie Millican, Jordan Hoffmann, H. Francis Song, John Aslanides, Sarah Henderson, Roman Ring, Susannah Young, Eliza Rutherford, Tom Hennigan, Jacob Menick, Albin Cassirer, Richard Powell, George van den Driessche, Lisa Anne Hendricks, Maribeth Rauh, Po-Sen Huang, Amelia Glaese et al. (60 additional authors not shown)
- 2021 (modified: 23 Aug 2022)
- CoRR 2021
- Readers: Everyone
Computer-Aided Design as Language
Yaroslav Ganin, Sergey Bartunov, Yujia Li, Ethan Keller, Stefano Saliceti
- 2021 (modified: 23 Aug 2022)
- NeurIPS 2021
- Readers: Everyone
WikiGraphs: A Wikipedia Text - Knowledge Graph Paired Dataset
Luyu Wang, Yujia Li, Özlem Aslan, Oriol Vinyals
- 2021 (modified: 23 Aug 2022)
- CoRR 2021
- Readers: Everyone
ETA Prediction with Graph Neural Networks in Google Maps
Austin Derrow-Pinion, Jennifer She, David Wong, Oliver Lange, Todd Hester, Luis Perez, Marc Nunkesser, Seongjae Lee, Xueying Guo, Brett Wiltshire, Peter W. Battaglia, Vishal Gupta, Ang Li, Zhongwen Xu, Alvaro Sanchez-Gonzalez, Yujia Li, Petar Velickovic
- 2021 (modified: 23 Aug 2022)
- CIKM 2021
- Readers: Everyone
Scalable Deep Generative Modeling for Sparse Graphs
Hanjun Dai, Azade Nazi, Yujia Li, Bo Dai, Dale Schuurmans
- 2020 (modified: 15 May 2023)
- CoRR 2020
- Readers: Everyone
Solving Mixed Integer Programs Using Neural Networks
Vinod Nair, Sergey Bartunov, Felix Gimeno, Ingrid von Glehn, Pawel Lichocki, Ivan Lobov, Brendan O'Donoghue, Nicolas Sonnerat, Christian Tjandraatmadja, Pengming Wang, Ravichandra Addanki, Tharindi Hapuarachchi, Thomas Keck, James Keeling, Pushmeet Kohli, Ira Ktena, Yujia Li, Oriol Vinyals, Yori Zwols
- 2020 (modified: 17 Apr 2023)
- CoRR 2020
- Readers: Everyone

View all 20 publications

Co-Authors

View all 176 co-authors