Welcome to Jiateng Home Page !

Hi there ! Welcome to my personal homepage!

This is Jiateng Liu (刘嘉腾). I'm currently a MS student at University of Illinois Urbana-Champaign (UIUC) instructed by Prof. Heng Ji. Before that, I got my bachelor degree in computer science from Zhejiang University

I'm broadly interested in Nature Language Processing and its applications. For now, I'm very devoted to knowledgable LLMs, which is related to the continuous learning of LLMs and Model Editing. At the same time, I work on the SemaFor project and do work related to misinformation detection on the web. For information about my publications, you can check my semantic scholar author page at here

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Publications

A Language First Approach for Procedure Planning [Paper] [Code]
Accepted as a Findings paper on ACL23
Jiateng Liu*, Sha Li, Zhenhailong Wang, Manling Li, Heng Ji

MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback [Paper] [Code]
Xingyao Wang, Zihan Wang, Jiateng Liu, Yangyi Chen, Lifan Yuan, Hao Peng, Heng Ji

If LLM Is the Wizard, Then Code Is the Wand: A Survey on How Code Empowers Large Language Models to Serve as Intelligent Agents [Paper]
Jiateng Liu*, Ke Yang, John Wu, Chaoqi Yang, Yi R. Fung, Sha Li, Zixuan Huang, Xu Cao, Xingyao Wang, Yiquan Wang, Heng Ji, Chengxiang Zhai

CurveCloudNet: Processing Point Clouds with 1D Structure [Paper]
Colton Stearns, Jiateng Liu, Davis Rempe, Despoina Paschalidou, Jeong Joon Park, Sebastien Mascha, Leonidas J. Guibas

Research Intern experience

Nov 2022 - March 2023 [Stanford University]

  • Research Intern.
  • Mentor: Prof. Leonidas Guibas, Prof. Yanchao Yang, Colton Stearns
  • Focus: 3D reconstruction with curve data

June 2022 - Dec 2022 [University of Illinois Urbana Champaign]

  • Research Intern.
  • Mentor: Prof. Heng Ji, Sha Li, Manling Li
  • Focus: Language side approaches for Procedure Planning

June 2022 - Dec 2022 [Zhejiang University]

  • Research Intern.
  • Mentor: Prof. Mingli Song, Prof. Zunlei Feng, Ya Zhao
  • Focus: Make Transformers efficient

Sep 2021 - Dec 2021 [Zhejiang University]

  • Research Intern.
  • Mentor: Prof. Zicheng Liu, Prof. Mingli Song
  • Focus: 3D Human mesh reconstruction

Assistanship

2023.8 - 2023.12
Teaching assistant for CS440 at UIUC.

2023.12 - now
Research assistant of Prof. Heng Ji.