Mengjiao Yang

36 papers A* 11A 1Journal 23Unranked 1
YearRankTypeTitle / Venue / Authors
2023 J jnl
Learning Interactive Real-World Simulators.
CoRR
Mengjiao Yang, Yilun Du, Kamyar Ghasemipour, Jonathan Tompson, Dale Schuurmans, Pieter Abbeel
2023 J jnl
Learning Universal Policies via Text-Guided Video Generation.
CoRR
Yilun Du, Mengjiao Yang, Bo Dai, Hanjun Dai, Ofir Nachum, Joshua B. Tenenbaum, Dale Schuurmans, Pieter Abbeel
2023 J jnl
Probabilistic Adaptation of Text-to-Video Models.
CoRR
Mengjiao Yang, Yilun Du, Bo Dai, Dale Schuurmans, Joshua B. Tenenbaum, Pieter Abbeel
2023 J jnl
Scalable Diffusion for Materials Generation.
CoRR
Mengjiao Yang, KwangHwan Cho, Amil Merchant, Pieter Abbeel, Dale Schuurmans, Igor Mordatch, Ekin Dogus Cubuk
2023 J jnl
Video Language Planning.
CoRR
Yilun Du, Mengjiao 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
2022 J jnl
CHAI: A CHatbot AI for Task-Oriented Dialogue with Offline Reinforcement Learning.
CoRR
Siddharth Verma, Justin Fu, Mengjiao Yang, Sergey Levine
2022 A* conf
Chain of Thought Imitation with Procedure Cloning.
NeurIPS
Mengjiao Yang, Dale Schuurmans, Pieter Abbeel, Ofir Nachum
2022 J jnl
Chain of Thought Imitation with Procedure Cloning.
CoRR
Mengjiao Yang, Dale Schuurmans, Pieter Abbeel, Ofir Nachum
2022 J jnl
Context-Aware Language Modeling for Goal-Oriented Dialogue Systems.
CoRR
Charlie Snell, Mengjiao Yang, Justin Fu, Yi Su, Sergey Levine
2022 J jnl
Dichotomy of Control: Separating What You Can Control from What You Cannot.
CoRR
Mengjiao Yang, Dale Schuurmans, Pieter Abbeel, Ofir Nachum
2022 A* conf
Making Linear MDPs Practical via Contrastive Representation Learning.
ICML
Tianjun Zhang, Tongzheng Ren, Mengjiao Yang, Joseph Gonzalez, Dale Schuurmans, Bo Dai
2022 J jnl
Making Linear MDPs Practical via Contrastive Representation Learning.
CoRR
Tianjun Zhang, Tongzheng Ren, Mengjiao Yang, Joseph E. Gonzalez, Dale Schuurmans, Bo Dai
2022 A* conf
Marginal Distribution Adaptation for Discrete Sets via Module-Oriented Divergence Minimization.
ICML
Hanjun Dai, Mengjiao Yang, Yuan Xue, Dale Schuurmans, Bo Dai
2022 A* conf
Multi-Game Decision Transformers.
NeurIPS
Kuang-Huei Lee, Ofir Nachum, Mengjiao Yang, Lisa Lee, Daniel Freeman, Sergio Guadarrama, Ian Fischer, Winnie Xu, Eric Jang, Henryk Michalewski, Igor Mordatch
2022 J jnl
Multi-Game Decision Transformers.
CoRR
Kuang-Huei Lee, Ofir Nachum, Mengjiao Yang, Lisa Lee, Daniel Freeman, Winnie Xu, Sergio Guadarrama, Ian Fischer, Eric Jang, Henryk Michalewski, Igor Mordatch
2022 A conf
Offline Policy Selection under Uncertainty.
AISTATS
Mengjiao Yang, Bo Dai, Ofir Nachum, George Tucker, Dale Schuurmans
2022 J jnl
Offline RL for Natural Language Generation with Implicit Language Q Learning.
CoRR
Charlie Snell, Ilya Kostrikov, Yi Su, Mengjiao Yang, Sergey Levine
2022 A* conf
TRAIL: Near-Optimal Imitation Learning with Suboptimal Data.
ICLR
Mengjiao Yang, Sergey Levine, Ofir Nachum
2021 A* conf
Benchmarks for Deep Off-Policy Evaluation.
ICLR
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
2021 J jnl
Benchmarks for Deep Off-Policy Evaluation.
CoRR
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
2021 A* conf
Combiner: Full Attention Transformer with Sparse Computation Cost.
NeurIPS
Hongyu Ren, Hanjun Dai, Zihang Dai, Mengjiao Yang, Jure Leskovec, Dale Schuurmans, Bo Dai
2021 J jnl
Combiner: Full Attention Transformer with Sparse Computation Cost.
CoRR
Hongyu Ren, Hanjun Dai, Zihang Dai, Mengjiao Yang, Jure Leskovec, Dale Schuurmans, Bo Dai
2021 A* conf
Provable Representation Learning for Imitation with Contrastive Fourier Features.
NeurIPS
Ofir Nachum, Mengjiao Yang
2021 J jnl
Provable Representation Learning for Imitation with Contrastive Fourier Features.
CoRR
Ofir Nachum, Mengjiao Yang
2021 A* conf
Representation Matters: Offline Pretraining for Sequential Decision Making.
ICML
Mengjiao Yang, Ofir Nachum
2021 J jnl
Representation Matters: Offline Pretraining for Sequential Decision Making.
CoRR
Mengjiao Yang, Ofir Nachum
2021 J jnl
TRAIL: Near-Optimal Imitation Learning with Suboptimal Data.
CoRR
Mengjiao Yang, Sergey Levine, Ofir Nachum
2021 — conf
Towards Automatic Evaluation of Dialog Systems: A Model-Free Off-Policy Evaluation Approach.
EMNLP (1)
Haoming Jiang, Bo Dai, Mengjiao Yang, Tuo Zhao, Wei Wei
2021 J jnl
Towards Automatic Evaluation of Dialog Systems: A Model-Free Off-Policy Evaluation Approach.
CoRR
Haoming Jiang, Bo Dai, Mengjiao Yang, Wei Wei, Tuo Zhao
2020 A* conf
Energy-Based Processes for Exchangeable Data.
ICML
Mengjiao Yang, Bo Dai, Hanjun Dai, Dale Schuurmans
2020 J jnl
Energy-Based Processes for Exchangeable Data.
CoRR
Mengjiao Yang, Bo Dai, Hanjun Dai, Dale Schuurmans
2020 A* conf
Off-Policy Evaluation via the Regularized Lagrangian.
NeurIPS
Mengjiao Yang, Ofir Nachum, Bo Dai, Lihong Li, Dale Schuurmans
2020 J jnl
Off-Policy Evaluation via the Regularized Lagrangian.
CoRR
Mengjiao Yang, Ofir Nachum, Bo Dai, Lihong Li, Dale Schuurmans
2020 J jnl
Offline Policy Selection under Uncertainty.
CoRR
Mengjiao Yang, Bo Dai, Ofir Nachum, George Tucker, Dale Schuurmans
2018 J jnl
GraphIt - A High-Performance DSL for Graph Analytics.
CoRR
Yunming Zhang, Mengjiao Yang, Riyadh Baghdadi, Shoaib Kamil, Julian Shun, Saman P. Amarasinghe
2018 J jnl
GraphIt: a high-performance graph DSL.
Proc. ACM Program. Lang.
Yunming Zhang, Mengjiao Yang, Riyadh Baghdadi, Shoaib Kamil, Julian Shun, Saman P. Amarasinghe