I am Fan Huang, a third-year Informatics Ph.D. student in Complex Networks and Systems at Indiana University Bloomington. I am now advised by Prof. Jisun An, Prof. Haewoon Kwak, and Prof. Nathan Ensmenger, I am also working with Prof. Yong-Yeol Ahn and Prof. Filippo Menczer on research projects.
My current research projects focus on investigating the human-AI alignment problems and challenges, which could be used to mitigate the LLMs' biases and limitations and lead to better implementation of AI models. I am working on areas including Natural Language Processing, Large Language Models, and Computational Social Science.
Ph.D. in Informatics, Indiana University Bloomington, Indiana, United States. 2023-now
Ph.D. in Computer Science, Singapore Management University, Singapore. 2022-2023
Master of Information Systems, Nanyang Technological University, Singapore. 2020-2022
Bachelor of Computer Science & Technology, Central South University, China. 2014-2018
Contact: Google Scholar / LinkedIn Page / X (former Twitter) Gmail [fhuang181@gmail.com]
April 18, 2025: Passed my PhD Qualification Exam at IUB!
Quantitative Research Intern, Core Research Team in QuantLab Financial (Houston), Jun 2024 ~ Aug 2024
Research Summer Internship, Indiana University Bloomington, supervised by Prof. Katy Börner, May 2024 ~ Jun 2024
Weihong Qi, Fan Huang, Jisun An, Haewoon Kwak. Is DeepSeek a New Voice Among LLMs in Public Opinion Simulation. arXiv.
Lake Yin, Fan Huang. Dif: A framework for benchmarking and verifying implicit bias in LLMs. arXiv.
Ozgur Can Seckin, Filipi Nascimento Silva, Bao Tran Truong, Sangyeon Kim, Fan Huang, Nick Liu, Alessandro Flammini, Filippo Menczer. The Rise of Bluesky. arXiv.
Fan Huang, Haewoon Kwak, Jisun An. Token-Ensemble Text Generation: On Attacking the Automatic AI-Generated Text Detection. arXiv.
Fan Huang, Haewoon Kwak, Kunwoo Park, Jisun An. ChatGPT Rates Like Human: Towards a Better Alignment of Text Explanation Quality Assessments. LREC-COLING (accepted).
Shaoyi Liaw, Fan Huang, Fabricio Benevenuto, Haewoon Kwak, Jisun An. YouNICon: YouTube's CommuNIty of Conspiracy Videos. ICWSM Dataset.
Fan Huang, Haewoon Kwak, Jisun An. Is ChatGPT better than Human Annotators? Potential and Limitations of ChatGPT in Explaining Implicit Hate Speech. The Web Conference (short paper).
Fan Huang, Haewoon Kwak, Jisun An. Chain of Explanation: New Prompting Method to Generate Higher Quality Natural Language Explanation for Implicit Hate Speech. The Web Conference (short paper).
Highlight Timestamp Detection Model for Comedy Videos via Multimodal Sentiment Analysis. arXiv.
(URL: https://arxiv.org/abs/2106.00451)
Network Activities Recognition and Analysis Based on Supervised Machine Learning Classification Methods Using J48 and Naïve Bayes Algorithm. arXiv.
TA, INFO-I 590 Foundation and Application for Large Language Models. 2025 Spring semester, Luddy School of Informatics, Computing, and Engineering, Indiana University Bloomington.
ICWSM 2026, reviewer
IMX 2025 (The ACM International Conference on Interactive Media Experiences), reviewer
6th CySoc workshop at ICWSM 2025, PC member
ACL Rolling Review 2025, reviewer
WebSci 2025, PC member
CHI 2025, reviewer
ICWSM 2025, reviewer
IDC 2025, reviewer
WSDM 2022, reviewer
PeerJ Computer Science (2025), reviewer
Online Social Networks and Media (2024, 2025), reviewer
Information Processing & Management (2024), reviewer
LLM Innovators Hub @ Soda Lab, organizer, Since Oct-2024
CNetS @ Luddy School Gathering Event, organizer, Aug-2023~Oct-2024
ISSI 2023, student volunteer
Oral presentation at MSLD 2024 (Ann Arbor, Michigan), on the paper 'ChatGPT Rates Like Human: Towards a Better Alignment of Text Explanation Quality Assessments'.
Talk 'Natural Language Explanation: From XAI to Human-AI Interaction,' 2023, YY Group, CNetS, Indiana University Bloomington.
Poster presentation at WWW 2023 (Austin, Texas) on the paper 'Is ChatGPT better than Human Annotators? Potential and Limitations of ChatGPT in Explaining Implicit Hate Speech' and paper 'Chain of Explanation: New Prompting Method to Generate Higher Quality Natural Language Explanation for Implicit Hate Speech'.
Participants of SICSS (Summer Institute of Computational Social Science), 2022, NUS, Singapore.
Co-organizer of Workshop "Introduction to NLP", @IEEE NTU Student Branch, OCT-2021, NTU, Singapore.
Public Opinion Trend Analysis on Nuclear Energy via Aspect-based Sentiment Analysis Methods. Nanyang Technological University, 2021.