Anthony Z. Liu

According to our database, Anthony Z. Liu authored at least 10 papers between 2020 and 2025.

Collaborative distances:

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

2025

Escaping the SpuriVerse: Can Large Vision-Language Models Generalize Beyond Seen Spurious Correlations?

Yiwei Yang, Chung Peng Lee, Shangbin Feng, Dora Zhao, Bingbing Wen, Anthony Z. Liu, Yulia Tsvetkov, Bill Howe

CoRR, June, 2025

Interactive and Expressive Code-Augmented Planning with Large Language Models.

Anthony Zhe Liu, Xinhe Wang, Jacob Sansom, Yao Fu, Jongwook Choi, Sungryull Sohn, Jaekyeom Kim, Honglak Lee

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Code Models are Zero-shot Precondition Reasoners.

Lajanugen Logeswaran, Sungryull Sohn, Yiwei Lyu, Anthony Z. Liu, Dong-Ki Kim, Dongsub Shim, Moontae Lee, Honglak Lee

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Label-Efficient Group Robustness via Out-of-Distribution Concept Curation.

Yiwei Yang, Anthony Z. Liu, Robert Wolfe, Aylin Caliskan, Bill Howe

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

TOD-Flow: Modeling the Structure of Task-Oriented Dialogues.

Sungryull Sohn, Yiwei Lyu, Anthony Z. Liu, Lajanugen Logeswaran, Dong-Ki Kim, Dongsub Shim, Honglak Lee

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

A Picture is Worth a Thousand Words: Language Models Plan from Pixels.

Anthony Z. Liu, Lajanugen Logeswaran, Sungryull Sohn, Honglak Lee

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

Learning Parameterized Task Structure for Generalization to Unseen Entities.

Anthony Z. Liu, Sungryull Sohn, Mahdi Qazwini, Honglak Lee

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2020

Towards Hybrid Human-AI Workflows for Unknown Unknown Detection.

Anthony Z. Liu, Santiago Guerra, Isaac Fung, Gabriel Matute, Ece Kamar, Walter S. Lasecki

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Predictive Information Accelerates Learning in RL.

Kuang-Huei Lee, Ian Fischer, Anthony Z. Liu, Yijie Guo, Honglak Lee, John F. Canny, Sergio Guadarrama

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

Yesterday's Reward is Today's Punishment: Contrast Effects in Human Feedback to Reinforcement Learning Agents.

Divya Ramesh, Anthony Z. Liu, Andres J. Echeverria, Jean Y. Song, Nicholas R. Waytowich, Walter S. Lasecki

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020