Kelvin Xu
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
13
Venues
4
Active years
2015–2025
Best venue rank
A*
Where they publish
Papers
13 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICLR | Scaling LLM Test-Time Compute Optimally Can be More Effective than Scaling Parameters for Reasoning. | Charlie Victor Snell, Jaehoon Lee, Kelvin Xu, Aviral Kumar |
| 2025 | ICML | LMRL Gym: Benchmarks for Multi-Turn Reinforcement Learning with Language Models. | Marwa Abdulhai, Isadora White, Charlie Victor Snell, Charles Sun, Joey Hong, Yuexiang Zhai, Kelvin Xu, Sergey Levine |
| 2024 | ICLR | Small-scale proxies for large-scale Transformer training instabilities. | Mitchell Wortsman, Peter J. Liu, Lechao Xiao, Katie E. Everett, Alexander A. Alemi, Ben Adlam, John D. Co-Reyes, Izzeddin Gur, Abhishek Kumar, Roman Novak, Jeffrey Pennington, Jascha Sohl-Dickstein, Kelvin Xu, Jaehoon Lee, Justin Gilmer, Simon Kornblith |
| 2023 | ICRA | Dexterous Manipulation from Images: Autonomous Real-World RL via Substep Guidance. | Kelvin Xu, Zheyuan Hu, Ria Doshi, Aaron Rovinsky, Vikash Kumar, Abhishek Gupta, Sergey Levine |
| 2022 | ICLR | Autonomous Reinforcement Learning: Formalism and Benchmarking. | Archit Sharma, Kelvin Xu, Nikhil Sardana, Abhishek Gupta, Karol Hausman, Sergey Levine, Chelsea Finn |
| 2021 | ICRA | Reset-Free Reinforcement Learning via Multi-Task Learning: Learning Dexterous Manipulation Behaviors without Human Intervention. | Abhishek Gupta, Justin Yu, Tony Z. Zhao, Vikash Kumar, Aaron Rovinsky, Kelvin Xu, Thomas Devlin, Sergey Levine |
| 2020 | ICLR | Meta-Dataset: A Dataset of Datasets for Learning to Learn from Few Examples. | Eleni Triantafillou, Tyler Zhu, Vincent Dumoulin, Pascal Lamblin, Utku Evci, Kelvin Xu, Ross Goroshin, Carles Gelada, Kevin Swersky, Pierre-Antoine Manzagol, Hugo Larochelle |
| 2019 | ICML | Learning a Prior over Intent via Meta-Inverse Reinforcement Learning. | Kelvin Xu, Ellis Ratner, Anca D. Dragan, Sergey Levine, Chelsea Finn |
| 2019 | VCIP | Privacy-Preserving Fall Detection with Deep Learning on mmWave Radar Signal. | Yangfan Sun, Renlong Hang, Zhu Li, Mouqing Jin, Kelvin Xu |
| 2018 | ICLR | Trust-PCL: An Off-Policy Trust Region Method for Continuous Control. | Ofir Nachum, Mohammad Norouzi, Kelvin Xu, Dale Schuurmans |
| 2017 | ICLR | An Actor-Critic Algorithm for Sequence Prediction. | Dzmitry Bahdanau, Philemon Brakel, Kelvin Xu, Anirudh Goyal, Ryan Lowe, Joelle Pineau, Aaron C. Courville, Yoshua Bengio |
| 2017 | ICLR | Unsupervised Perceptual Rewards for Imitation Learning. | Pierre Sermanet, Kelvin Xu, Sergey Levine |
| 2015 | ICML | Show, Attend and Tell: Neural Image Caption Generation with Visual Attention. | Kelvin Xu, Jimmy Ba, Ryan Kiros, Kyunghyun Cho, Aaron C. Courville, Ruslan Salakhutdinov, Richard S. Zemel, Yoshua Bengio |