Sang Michael Xie
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
12
Venues
4
Active years
2016–2024
Best venue rank
A*
Where they publish
Papers
12 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | ICML | Connect Later: Improving Fine-tuning for Robustness with Targeted Augmentations. | Helen Qu, Sang Michael Xie |
| 2023 | ICLR | Reward Design with Language Models. | Minae Kwon, Sang Michael Xie, Kalesha Bullard, Dorsa Sadigh |
| 2023 | ICML | Same Pre-training Loss, Better Downstream: Implicit Bias Matters for Language Models. | Hong Liu, Sang Michael Xie, Zhiyuan Li, Tengyu Ma |
| 2022 | ICLR | Extending the WILDS Benchmark for Unsupervised Adaptation. | Shiori Sagawa, Pang Wei Koh, Tony Lee, Irena Gao, Sang Michael Xie, Kendrick Shen, Ananya Kumar, Weihua Hu, Michihiro Yasunaga, Henrik Marklund, Sara Beery, Etienne David, Ian Stavness, Wei Guo, Jure Leskovec, Kate Saenko, Tatsunori Hashimoto, Sergey Levine, Chelsea Finn, Percy Liang |
| 2022 | ICLR | An Explanation of In-context Learning as Implicit Bayesian Inference. | Sang Michael Xie, Aditi Raghunathan, Percy Liang, Tengyu Ma |
| 2022 | ICML | Connect, Not Collapse: Explaining Contrastive Learning for Unsupervised Domain Adaptation. | Kendrick Shen, Robbie M. Jones, Ananya Kumar, Sang Michael Xie, Jeff Z. HaoChen, Tengyu Ma, Percy Liang |
| 2021 | ICLR | In-N-Out: Pre-Training and Self-Training using Auxiliary Information for Out-of-Distribution Robustness. | Sang Michael Xie, Ananya Kumar, Robbie Jones, Fereshte Khani, Tengyu Ma, Percy Liang |
| 2021 | ICML | WILDS: A Benchmark of in-the-Wild Distribution Shifts. | Pang Wei Koh, Shiori Sagawa, Henrik Marklund, Sang Michael Xie, Marvin Zhang, Akshay Balsubramani, Weihua Hu, Michihiro Yasunaga, Richard Lanas Phillips, Irena Gao, Tony Lee, Etienne David, Ian Stavness, Wei Guo, Berton Earnshaw, Imran S. Haque, Sara M. Beery, Jure Leskovec, Anshul Kundaje, Emma Pierson, Sergey Levine, Chelsea Finn, Percy Liang |
| 2021 | ICML | Composed Fine-Tuning: Freezing Pre-Trained Denoising Autoencoders for Improved Generalization. | Sang Michael Xie, Tengyu Ma, Percy Liang |
| 2020 | ICML | Understanding and Mitigating the Tradeoff between Robustness and Accuracy. | Aditi Raghunathan, Sang Michael Xie, Fanny Yang, John C. Duchi, Percy Liang |
| 2019 | IJCAI | Reparameterizable Subset Sampling via Continuous Relaxations. | Sang Michael Xie, Stefano Ermon |
| 2016 | AAAI | Transfer Learning from Deep Features for Remote Sensing and Poverty Mapping. | Sang Michael Xie, Neal Jean, Marshall Burke, David B. Lobell, Stefano Ermon |