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Yitao Liang

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Large Language Models are In-Context Semantic Reasoners rather than Symbolic Reasoners

May 24, 2023
Xiaojuan Tang, Zilong Zheng, Jiaqi Li, Fanxu Meng, Song-Chun Zhu, Yitao Liang, Muhan Zhang

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Understanding the Distillation Process from Deep Generative Models to Tractable Probabilistic Circuits

Feb 16, 2023
Xuejie Liu, Anji Liu, Guy Van den Broeck, Yitao Liang

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Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents

Feb 03, 2023
Zihao Wang, Shaofei Cai, Anji Liu, Xiaojian Ma, Yitao Liang

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Open-World Multi-Task Control Through Goal-Aware Representation Learning and Adaptive Horizon Prediction

Jan 21, 2023
Shaofei Cai, Zihao Wang, Xiaojian Ma, Anji Liu, Yitao Liang

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Efficient Meta Reinforcement Learning for Preference-based Fast Adaptation

Nov 20, 2022
Zhizhou Ren, Anji Liu, Yitao Liang, Jian Peng, Jianzhu Ma

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RulE: Neural-Symbolic Knowledge Graph Reasoning with Rule Embedding

Oct 24, 2022
Xiaojuan Tang, Song-Chun Zhu, Yitao Liang, Muhan Zhang

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SQA3D: Situated Question Answering in 3D Scenes

Oct 14, 2022
Xiaojian Ma, Silong Yong, Zilong Zheng, Qing Li, Yitao Liang, Song-Chun Zhu, Siyuan Huang

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Neural-Symbolic Recursive Machine for Systematic Generalization

Oct 04, 2022
Qing Li, Yixin Zhu, Yitao Liang, Ying Nian Wu, Song-Chun Zhu, Siyuan Huang

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Towards an Interpretable Latent Space in Structured Models for Video Prediction

Jul 16, 2021
Rushil Gupta, Vishal Sharma, Yash Jain, Yitao Liang, Guy Van den Broeck, Parag Singla

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Handling Missing Data in Decision Trees: A Probabilistic Approach

Jun 29, 2020
Pasha Khosravi, Antonio Vergari, YooJung Choi, Yitao Liang, Guy Van den Broeck

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