Kangrui Wang 王康睿

I’m a first-year Ph.D. student at Northwestern University, working with Prof. Manling Li. I received my master’s degree at UChicago, working with Prof. Hongyuan Mei. I received my bachelor's degree from Shanghai Jiao Tong University, working with Prof. Quanshi Zhang.

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Research

I am driven by a vision to develop advanced agents that can efficiently perform complex real-world tasks. In pursuit of this, my current research focuses on:

News

Publications

* means equal contribution

Embodied Agent Interface: Benchmarking LLMs for Embodied Decision Making

Manling Li*, Shiyu Zhao*, Qineng Wang*, Kangrui Wang*, Yu Zhou*, Sanjana Srivastava, Cem Gokmen, Tony Lee, Li Erran Li, Ruohan Zhang, Weiyu Liu, Percy Liang, Li Fei-Fei, Jiayuan Mao, Jiajun Wu

NeurIPS 2024 Oral

MANGO Project Image

A Benchmark for Evaluating Mapping and Navigation Abilities of Large Language Models

Peng Ding*, Jiading Fang*, Peng Li*, Kangrui Wang*, Xiaochen Zhou*, Mo Yu, Jing Li, Matthew Walter, Hongyuan Mei

COLM 2024

Event Prediction Project Image

Models Can Improve Event Prediction by Few-Shot Abductive Reasoning

Xiaoming Shi, Siqiao Xue, Kangrui Wang, Fan Zhou, James Zhang, Jun Zhou, Chenhao Tan, Hongyuan Mei

NeurIPS 2023

Logical Reasoning Project Image

Explicit Planning Helps Language Models in Logical Reasoning

Hongyu Zhao, Kangrui Wang, Mo Yu, Hongyuan Mei

EMNLP 2023 Oral

Concept Complexity Project Image

Towards the Difficulty for a Deep Neural Network to Learn Concepts of Different Complexities

Dongrui Liu, Huiqi Deng, Xu Cheng, Qihan Ren, Kangrui Wang, Quanshi Zhang

NeurIPS 2023