Publications

22 papers · 10 peer-reviewed · 12 preprints · 5 featured · spanning human–AI alignment, large language models, NLP, and computational social science. Author's name in bold.

Google Scholar: 649 citations · h-index 6 (as of Oct 2026). See also Research Impact.

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GaitEval: A Multi-Condition Benchmark for Evaluating Large Language Models in Clinical Gait Reasoning

Kaiyuan Yang, Fan Huang, Xupeng Chen, Jiangpeng He

WACV 2027 · 2027 WACV

Reasoning & interpretability LLMs & responsible AI

LLM Belief Atlas

Fan Huang

InfoVis 2026 (Poster) · 2026 InfoVis

GitHub: LLM-Belief-Atlas

Beliefs & opinions LLMs & responsible AI

Understanding Moral Reasoning Trajectories in Large Language Models: Toward Probing-Based ExplainabilityFeatured

Fan Huang, Haewoon Kwak, Jisun An

EMNLP Findings 2026 · presented at IC2S2 2026 (parallel talk) · 2026 EMNLP

arXiv:2603.16017 GitHub: LLM-Morality

Reasoning & interpretability LLMs & responsible AI

Vulnerability of LLMs' Stated Belief? LLMs Belief Resistance Check Through Strategic Persuasive Conversation InterventionsFeatured

Fan Huang, Haewoon Kwak, Jisun An

ACL Findings 2026 · 2026 ACL

ACL Anthology arXiv:2601.13590 GitHub: LLM-Stated-Belief

Beliefs & opinions LLMs & responsible AI

XChoice: Explainable Evaluation of AI-Human Alignment in LLM-based Constrained Choice Decision Making

Weihong Qi, Fan Huang, Rasika Muralidharan, Jisun An, Haewoon Kwak

AACL-IJCNLP Findings 2026 · 2026 AACL-IJCNLP

arXiv:2601.11286

Human–AI alignment LLMs & responsible AI

Is DeepSeek a New Voice Among LLMs in Public Opinion Simulation?

Weihong Qi, Fan Huang, Jisun An, Haewoon Kwak

IEEE ICDM Workshops (ICDMW) 2025 · 2025 ICDMW

arXiv:2506.21587

Beliefs & opinions LLMs & responsible AI

ChatGPT Rates Natural Language Explanation Quality like Humans: But on Which Scales?Featured

Fan Huang, Haewoon Kwak, Kunwoo Park, Jisun An

LREC-COLING 2024 · 2024 LREC-COLING

arXiv:2403.17368 GitHub: ChatGPTRater

NLP & generation Human–AI alignment

Chain of Explanation: New Prompting Method to Generate Higher Quality Natural Language Explanation for Implicit Hate SpeechFeatured

Fan Huang, Haewoon Kwak, Jisun An

The Web Conference (WWW) 2023, Companion · 2023 WWW

arXiv:2209.04889

Online harm NLP & generation

Is ChatGPT Better than Human Annotators? Potential and Limitations of ChatGPT in Explaining Implicit Hate SpeechFeatured

Fan Huang, Haewoon Kwak, Jisun An

The Web Conference (WWW) 2023, Companion · 2023 WWW

arXiv:2302.07736 GitHub: IsChatGPTBetter

Online harm NLP & generation

YouNICon: YouTube's CommuNIty of Conspiracy Videos

Shaoyi Liaw, Fan Huang, Fabricio Benevenuto, Haewoon Kwak, Jisun An

ICWSM 2023 · 2023 ICWSM

arXiv:2304.05274

Online harm User behavior

Evaluating LLM-Generated Preference Distributions

Fan Huang, Minsuk Kim, C. Tyler Diggans, Filippo Radicchi

arXiv preprint · 2026

arXiv:2610.01000

Beliefs & opinions LLMs & responsible AI

Catalyst Papers in Artificial Intelligence Research: A Landscape on ICLR from 2017 to 2025

Fan Huang

arXiv preprint · 2026

arXiv:2607.05401

Networks

Reasoning Topology Matters: Network-of-Thought for Complex Reasoning Tasks

Fan Huang

arXiv preprint · 2026

arXiv:2603.20730

Reasoning & interpretability Networks

ReFlect: An Effective Harness System for Complex Long-Horizon LLM Reasoning

Fan Huang

arXiv preprint · 2026

arXiv:2605.05737

Reasoning & interpretability LLMs & responsible AI

Simulating Hate Speech Cascades with Multi-LLM Agents: Empirical Grounding, Modeling Fidelity, and Intervention Strategies

Fan Huang

arXiv preprint · 2026

arXiv:2606.18264

Online harm LLMs & responsible AI

Can LLMs Predict Academic Collaboration? Topology Heuristics vs. LLM-Based Link Prediction on Real Co-authorship Networks

Fan Huang, Munjung Kim

arXiv preprint · 2026

arXiv:2604.01379

Networks LLMs & responsible AI

Instruction-Conditioned Motion Control for Robotic Arms: Language-to-Code Decomposition and Reinforcement Learning

Fan Huang, Dezhong Tong, Changyu Chen, Haewoon Kwak, Jisun An

arXiv preprint · 2026

arXiv:2610.19617

Robotics Reinforcement learning LLMs & responsible AI

CogBias: Measuring and Mitigating Cognitive Bias in Large Language Models

Fan Huang, Songheng Zhang, Haewoon Kwak, Jisun An

arXiv preprint · 2026

arXiv:2604.01366

Bias & fairness LLMs & responsible AI

Comparative Evaluation of LLM-Based Review Paradigms for Academic Paper Quality Assessment

Fan Huang, Hongyu Zhou

OpenReview · 2026

OpenReview

Human–AI alignment LLMs & responsible AI

The Rise of Bluesky

Ozgur Can Seckin, Filipi Nascimento Silva, Bao Tran Truong, Sangyeon Kim, Fan Huang, Nick Liu, Alessandro Flammini, Filippo Menczer

arXiv preprint · 2025

arXiv:2504.12902

User behavior Networks

DIF: A Framework for Benchmarking and Verifying Implicit Bias in LLMs

Lake Yin, Fan Huang

arXiv preprint · 2025

arXiv:2505.10013

Bias & fairness LLMs & responsible AI

Token-Ensemble Text Generation: On Attacking the Automatic AI-Generated Text Detection

Fan Huang, Haewoon Kwak, Jisun An

arXiv preprint · 2024

arXiv:2402.11167

NLP & generation LLMs & responsible AI