Welcome to Jiateng Home Page !
Hi there ! Welcome to my personal homepage!This is Jiateng Liu (刘嘉腾). I'm currently a second year 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 am deeply interested in Natural Language Processing and its applications, with a particular focus on the alignment between language and other modalities such as video, audio, and multi-sensory inputs. I believe that language will not only play a central role in the high-level control processes executed by humans, but also as a supervisory signal for extracting features from other modalities to achieve more effective modality fusion. Previously, I have conducted research on knowledgeable Large Language Models (LLMs), ensuring that current LLMs are safe enough for storing and modifying knowledge to serve as a robust backbone for related applications. I am also deeply concerned about the social impact of language technologies; I have worked on detecting and explaining propaganda from social media platforms to aviod our people being misled by disinformation. I'm looking for a Ph.D position in 2025 Fall! |
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Publications
A Language First Approach for Procedure Planning [Paper] [Code]
MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback [Paper] [Code]
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]
CurveCloudNet: Processing Point Clouds with 1D Structure [Paper]
EVEDIT: Event-based Knowledge Editing for Deterministic Knowledge Propagation [Paper]
Knowledge overshadowing causes amalgamated hallucination in large language models [Paper]
PropaInsight: Toward Deeper Understanding of Propaganda in Terms of Techniques, Appeals, and Intent [Paper] |
Research Intern experience
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Assistanship
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