Sherry Yang

According to our database, Sherry Yang authored at least 34 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Generative Hierarchical Materials Search.

Sherry Yang, Simon L. Batzner, Ruiqi Gao, Muratahan Aykol, Alexander L. Gaunt, Brendan McMorrow, Danilo J. Rezende, Dale Schuurmans, Igor Mordatch, Ekin D. Cubuk

CoRR, 2024

UQE: A Query Engine for Unstructured Databases.

Hanjun Dai, Bethany Wang, Xingchen Wan, Bo Dai, Sherry Yang, Azade Nova, Pengcheng Yin, Phitchaya Mangpo Phothilimthana, Charles Sutton, Dale Schuurmans

CoRR, 2024

Value-Incentivized Preference Optimization: A Unified Approach to Online and Offline RLHF.

Shicong Cen, Jincheng Mei, Katayoon Goshvadi, Hanjun Dai, Tong Yang, Sherry Yang, Dale Schuurmans, Yuejie Chi, Bo Dai

CoRR, 2024

Video as the New Language for Real-World Decision Making.

Sherry Yang, Jacob C. Walker, Jack Parker-Holder, Yilun Du, Jake Bruce, André Barreto, Pieter Abbeel, Dale Schuurmans

CoRR, 2024

Position: Video as the New Language for Real-World Decision Making.

Sherry Yang, Jacob C. Walker, Jack Parker-Holder, Yilun Du, Jake Bruce, André Barreto, Pieter Abbeel, Dale Schuurmans

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Code as Reward: Empowering Reinforcement Learning with VLMs.

David Venuto, Mohammad Sami Nur Islam, Martin Klissarov, Doina Precup, Sherry Yang, Ankit Anand

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Learning Interactive Real-World Simulators.

Sherry Yang, Yilun Du, Seyed Kamyar Seyed Ghasemipour, Jonathan Tompson, Leslie Pack Kaelbling, Dale Schuurmans, Pieter Abbeel

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Probabilistic Adaptation of Black-Box Text-to-Video Models.

Sherry Yang, Yilun Du, Bo Dai, Dale Schuurmans, Joshua B. Tenenbaum, Pieter Abbeel

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Scalable Diffusion for Materials Generation.

Sherry Yang, KwangHwan Cho, Amil Merchant, Pieter Abbeel, Dale Schuurmans, Igor Mordatch, Ekin Dogus Cubuk

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Video Language Planning.

Yilun Du, Sherry Yang, Pete Florence, Fei Xia, Ayzaan Wahid, Brian Ichter, Pierre Sermanet, Tianhe Yu, Pieter Abbeel, Joshua B. Tenenbaum, Leslie Pack Kaelbling, Andy Zeng, Jonathan Tompson

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Learning Interactive Real-World Simulators.

Mengjiao Yang, Yilun Du, Kamyar Ghasemipour, Jonathan Tompson, Dale Schuurmans, Pieter Abbeel

CoRR, 2023

Probabilistic Adaptation of Text-to-Video Models.

Mengjiao Yang, Yilun Du, Bo Dai, Dale Schuurmans, Joshua B. Tenenbaum, Pieter Abbeel

CoRR, 2023

Foundation Models for Decision Making: Problems, Methods, and Opportunities.

Sherry Yang, Ofir Nachum, Yilun Du, Jason Wei, Pieter Abbeel, Dale Schuurmans

CoRR, 2023

Learning Universal Policies via Text-Guided Video Generation.

Yilun Du, Sherry Yang, Bo Dai, Hanjun Dai, Ofir Nachum, Josh Tenenbaum, Dale Schuurmans, Pieter Abbeel

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Multi-Environment Pretraining Enables Transfer to Action Limited Datasets.

David Venuto, Sherry Yang, Pieter Abbeel, Doina Precup, Igor Mordatch, Ofir Nachum

Proceedings of the International Conference on Machine Learning, 2023

Dichotomy of Control: Separating What You Can Control from What You Cannot.

Sherry Yang, Dale Schuurmans, Pieter Abbeel, Ofir Nachum

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Offline RL for Natural Language Generation with Implicit Language Q Learning.

Charlie Snell, Ilya Kostrikov, Yi Su, Sherry Yang, Sergey Levine

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Chain of Thought Imitation with Procedure Cloning.

Mengjiao Yang, Dale Schuurmans, Pieter Abbeel, Ofir Nachum

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Multi-Game Decision Transformers.

Kuang-Huei Lee, Ofir Nachum, Mengjiao Yang, Lisa Lee, Daniel Freeman, Sergio Guadarrama, Ian Fischer, Winnie Xu, Eric Jang, Henryk Michalewski, Igor Mordatch

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

CHAI: A CHatbot AI for Task-Oriented Dialogue with Offline Reinforcement Learning.

Siddharth Verma, Justin Fu, Sherry Yang, Sergey Levine

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Context-Aware Language Modeling for Goal-Oriented Dialogue Systems.

Charlie Snell, Sherry Yang, Justin Fu, Yi Su, Sergey Levine

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Making Linear MDPs Practical via Contrastive Representation Learning.

Tianjun Zhang, Tongzheng Ren, Mengjiao Yang, Joseph Gonzalez, Dale Schuurmans, Bo Dai

Proceedings of the International Conference on Machine Learning, 2022

Marginal Distribution Adaptation for Discrete Sets via Module-Oriented Divergence Minimization.

Hanjun Dai, Mengjiao Yang, Yuan Xue, Dale Schuurmans, Bo Dai

Proceedings of the International Conference on Machine Learning, 2022

TRAIL: Near-Optimal Imitation Learning with Suboptimal Data.

Mengjiao Yang, Sergey Levine, Ofir Nachum

Proceedings of the Tenth International Conference on Learning Representations, 2022

Offline Policy Selection under Uncertainty.

Mengjiao Yang, Bo Dai, Ofir Nachum, George Tucker, Dale Schuurmans

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Combiner: Full Attention Transformer with Sparse Computation Cost.

Hongyu Ren, Hanjun Dai, Zihang Dai, Mengjiao Yang, Jure Leskovec, Dale Schuurmans, Bo Dai

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Provable Representation Learning for Imitation with Contrastive Fourier Features.

Ofir Nachum, Mengjiao Yang

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Representation Matters: Offline Pretraining for Sequential Decision Making.

Mengjiao Yang, Ofir Nachum

Proceedings of the 38th International Conference on Machine Learning, 2021

Benchmarks for Deep Off-Policy Evaluation.

Justin Fu, Mohammad Norouzi, Ofir Nachum, George Tucker, Ziyu Wang, Alexander Novikov, Mengjiao Yang, Michael R. Zhang, Yutian Chen, Aviral Kumar, Cosmin Paduraru, Sergey Levine, Tom Le Paine

Proceedings of the 9th International Conference on Learning Representations, 2021

Towards Automatic Evaluation of Dialog Systems: A Model-Free Off-Policy Evaluation Approach.

Haoming Jiang, Bo Dai, Mengjiao Yang, Tuo Zhao, Wei Wei

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

Off-Policy Evaluation via the Regularized Lagrangian.

Mengjiao Yang, Ofir Nachum, Bo Dai, Lihong Li, Dale Schuurmans

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Energy-Based Processes for Exchangeable Data.

Mengjiao Yang, Bo Dai, Hanjun Dai, Dale Schuurmans

Proceedings of the 37th International Conference on Machine Learning, 2020

2018

GraphIt: a high-performance graph DSL.

Yunming Zhang, Mengjiao Yang, Riyadh Baghdadi, Shoaib Kamil, Julian Shun, Saman P. Amarasinghe

Proc. ACM Program. Lang., 2018

GraphIt - A High-Performance DSL for Graph Analytics.

Yunming Zhang, Mengjiao Yang, Riyadh Baghdadi, Shoaib Kamil, Julian Shun, Saman P. Amarasinghe

CoRR, 2018