I’m Yi Gu (顾逸, gù yì), a second year Ph.D. student in Data Science at Halıcıoğlu Data Science Institute of UC San Diego. I’m fortunate to be advised by Prof. Zhiting Hu.

Prior to joining UCSD, I obtained my B.ENG. degree at ACM Honors Class, Shanghai Jiao Tong University in June 2022, advised by Prof. Yong Yu.

My research interest lies in foundational models and reasonings. In particular, I am recently working on the reasoning ability of nowadays LLMs (RAP, Reasoners), and also general pre-training and checkpoint-analysis of them (LLM360). I am also building World Models (LM-WM, RAP), aiming for the next-generation machine reasoning beyond LLMs.

Publications

LLM Reasoners: New Evaluation, Library, and Analysis of Step-by-Step Reasoning with Large Language Models
Shibo Hao^*, Yi Gu^*, Haotian Luo^*, Tianyang Liu, Xiyan Shao, Xinyuan Wang, Shuhua Xie, Haodi Ma, Adithya Samavedhi, Qiyue Gao, Zhen Wang, Zhiting Hu
Preprint [Website] [Library] [Paper]

Reasoning with Language Model is Planning with World Model
Shibo Hao^*, Yi Gu^*, Haodi Ma, Joshua Jiahua Hong, Zhen Wang, Daisy Zhe Wang, Zhiting Hu
EMNLP 2023 [Paper] [Code] [State of AI Report 2023]

LLM360: Towards Fully Transparent Open-Source LLMs
Zhengzhong Liu, Aurick Qiao, Willie Neiswanger, Hongyi Wang, Bowen Tan, Tianhua Tao, Junbo Li, Yuqi Wang, Suqi Sun, Omkar Pangarkar, Richard Fan, Yi Gu, Victor Miller, Yonghao Zhuang, Guowei He, Haonan Li, Fajri Koto, Liping Tang, Nikhil Ranjan, Zhiqiang Shen, Xuguang Ren, Roberto Iriondo, Cun Mu, Zhiting Hu, Mark Schulze, Preslav Nakov, Tim Baldwin, Eric P. Xing Preprint [Blogpost] [Website] [Code] [Models] [Paper]

Language Models Meet World Models: Embodied Experiences Enhance Language Models
Jiannan Xiang^*, Tianhua Tao^*, Yi Gu, Tianmin Shu, Zirui Wang, Zichao Yang, Zhiting Hu
NeurIPS 2023 [Paper] [Code]

JECC: Commonsense Reasoning Tasks Derived from Interactive Fictions
Mo Yu^*, Yi Gu^*, Xiaoxiao Guo, Yufei Feng, Xiaodan Zhu, Michael Greenspan, Murray Campbell, Chuang Gan
Findings of ACL 2023 [Paper] [Code]

Revisiting the Roles of “Text” in Text Games
Yi Gu^*, Shunyu Yao^*, Chuang Gan, Joshua B. Tenenbaum, Mo Yu
Findings of EMNLP 2022 [Paper] [Code]

Finding Fallen Objects Via Asynchronous Audio-Visual Integration
Chuang Gan^*, Yi Gu^*, Siyuan Zhou, Jeremy Schwartz, Seth Alter, James Traer, Dan Gutfreund, Joshua B. Tenenbaum, Josh McDermott^*, Antonio Torralba^*
CVPR 2022 [Paper] [Code]

Honors and Awards

Zhiyuan Outstanding Student Scholarship, 2022
National Scholarship of P.R. China, 2021
Rong Chang Scholarship in Technological Innovation, 2020
Rong Chang Scholarship in Technological Innovation, 2019
Gold Medal, The International Collegiate Programming Contest (ICPC) 2019 Xuzhou Site
Champion, The International Collegiate Programming Contest (ICPC) 2018 Singapore Site

_{^{Updated on Mar 6, 2024}}