Kuan-Hao Huang
Texas A&M University
I am an Assistant Professor in the Department of Computer Science and Engineering at Texas A&M University, where I lead the FLAIR Lab. Before that, I was a Postdoctoral Research Associate at University of Illinois Urbana-Champaign, working with Heng Ji. I received my Ph.D. in computer science from University of California, Los Angeles, where I worked with Kai-Wei Chang and Nanyun Peng. My research focuses on natural language processing and machine learning, with the goal of developing trustworthy and generalizable AI systems. I work on fundamental challenges in AI robustness, reliability, safety, fairness, and adaptability, aiming to ensure that large language models (LLMs) and vision-language models (VLMs) are reliable and socially responsible. Currently, my research includes several key directions: (1) Robustness of LLMs and VLMs, (2) Multimodal Reasoning, and (3) Multilingual Understanding.
I am considering hiring one PhD student to join my group in Fall 2027 (I am not hiring for Spring 2027). I am also taking research interns and visiting students. If you are interested in large language models, vision-language models, or multilingual understanding, please check here.
Phone: (979) 458-2205
Email: khhuang [at] tamu [dot] edu
News More News
- 07.2026 Check out our COLM 2026 papers about VLM center bias and scientific hierarchy mining
- 05.2026 Check out our ICML 2026 paper about long-context reasoning
- 03.2026 I will serve as a Senior Area Chair for EMNLP 2026
- 02.2026 I will be giving a talk about LLM steering at Rice Workshop on Large Language Models in March
- 01.2026 We are organizing the 1st Texas NLP Symposium on April 3. Consider submitting your work!
- 01.2026 Our paper about agent memory is accepted by ICLR 2026
- 01.2026 Check out our EACL 2026 papers about VLM causal reasoning and preference vectors
- 08.2025 I will be giving a talk about LLM robustness at William & Mary Data Science Colloquium in October
- 08.2025 We will be giving a tutorial on robust and trustworthy large language models at ACML 2025
- 07.2025 I will be giving a talk about LLM robustness at Rice AI Seminar Series in October
- 06.2025 Thrilled to receive the 2025 Google Research Scholar Award
- 05.2025 I will be giving talks at National Taiwan University, National Tsing Hua University, and Academia Sinica
- 05.2025 Our paper about visual data augmentation is accepted by ICML 2025
- 04.2025 I will serve as a Senior Area Chair for EMNLP 2025
- 04.2025 Check out our SemEval 2025 paper about LLM unlearning
- 01.2025 Our paper about LLM position bias is accepted by ICLR 2025
- 05.2024 Please check out our ACL 2024 Findings paper about event extraction benchmark
- 03.2024 Two papers have been accepted by NAACL 2024
- 01.2024 Our paper about spurious correlations is accepted by EACL-Findings 2024
- 11.2023 Please check out our TextEE project about benchmakring event extraction
- 10.2023 Our paper about easily updated text representations is accepted by EMNLP-Findings 2023
- 09.2023 Please check out our AACL 2023 paper about zero-shot cross-lingual transfer
- 07.2023 Our ParaAMR paper receives ACL 2023 Area Chair Award
- 04.2023 Please check out our five papers accepted by ACL 2023
- 10.2022 Our paper about syntactically controlled paraphrase generation is accepted by EMNLP-Findings 2022
- 04.2022 Our paper about generation-based event extraction is accepted by NAACL 2022
- 02.2022 Our paper about zero-shot cross-lingual event argument extraction is accepted by ACL 2022
- 08.2021 Our paper about zero-shot cross-lingual transfer is accepted by EMNLP 2021
Experience
- Assistant Professor, Department of Computer Science and Engineering, Texas A&M University, 2024-Present
- Postdoc, Department of Computer Science, University of Illinois Urbana-Champaign, 2023-2024
- Ph.D., Computer Science, University of California Los Angeles, 2018-2023
- M.S., Computer Science and Information Engineering, National Taiwan University, 2014-2016
- B.S., Computer Science and Information Engineering, National Taiwan University, 2010-2014
Awards
- Google Research Scholar Award, 2025
- Area Chair Paper Award, ACL 2023
- Thesis Honorable Mention Award, Taiwanese Association for Artificial Intelligence, 2016
- Fourth Place, KDD Cup 2015, 2015
- Second Place, ICASSP Signal Processing Cup, 2014
- First Place, Track 1 of KDD Cup 2013, 2013
- First Place, Track 2 of KDD Cup 2013, 2013
Services
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Organizing Committee
- Texas NLP Symposium 2026
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Editorial Roles
- Action Editor, ACL Rolling Review (2024-Present)
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Conference Senior Area Chair
- EMNLP (2025-2026)
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Conference Area Chair
- ACL (2024-2026), EMNLP (2024), NAACL (2025), EACL (2026), ICML (2026), NeurIPS (2025-2026), ICLR (2026)
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Conference Reviewer
- ACL (2021-2023), EMNLP (2021-2023), NAACL (2022-2024), EACL (2023-2024), COLM (2024-2026), ICML (2020-2025), NeurIPS (2021-2024), ICLR (2021-2025), AAAI (2022-2025)
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Journal Reviewer
- Computational Linguistics (2025-Present), Journal of Machine Learning Research (2026-Present), Transactions on Machine Learning Research (2024-Present)