Huan Sun
Computer Science · The Ohio State University
Publications
124
Citations
2,630
Est. group size
~3
Recurring co-author estimate
Active years
25
Publishing since 2002
Huan Sun's research focuses on natural language processing and the safety/trustworthiness of large language models (LLMs), including how LLMs can be manipulated ('jailbroken') and how vulnerable open-source models are to malicious use. Related work spans web-based AI agents, knowledge extraction from tables and text, graph-based machine learning, and applications like sentiment analysis and educational data mining. The publication record also includes some titles that appear only loosely related to this core focus, suggesting a broad or possibly mixed set of collaborations.
Publication output has fluctuated over the last decade, rising to peaks in 2019-2021 and 2023, with a notable dip in 2022 and lower counts in 2024-2025, indicating an uneven rather than steadily growing or slowing pace.
Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026
- An Illusion of Progress? Assessing the Current State of Web Agents
arXiv (Cornell University) · 2025
- First Workshop on Novel Optimizations for Visionary AI Systems (NOVAS)
2025
- AmpleGCG-Plus: A Strong Generative Model of Adversarial Suffixes to Jailbreak LLMs with Higher Success Rates in Fewer Attempts
arXiv (Cornell University) · 2024
- AmpleGCG: Learning a Universal and Transferable Generative Model of Adversarial Suffixes for Jailbreaking Both Open and Closed LLMs
arXiv (Cornell University) · 2024
- How Trustworthy are Open-Source LLMs? An Assessment under Malicious Demonstrations Shows their Vulnerabilities
2024
- How Trustworthy are Open-Source LLMs? An Assessment under Malicious Demonstrations Shows their Vulnerabilities
arXiv (Cornell University) · 2023
- FedCluster: A Federated Learning Framework for Cross-Device Private ECG Classification
IEEE INFOCOM 2022 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) · 2022
- The Role of English Proficiency in the Interactions of Phonological Awareness and Reading/Listening Comprehension
Korean Journal of English Language and Linguistics · 2021
- Metacognitive Ability Evaluation Based on Behavior Sequence of Online Learning Process
2021
- Exercise Recommendation Method Combining NeuralCD and NeuMF Models
2021 7th Annual International Conference on Network and Information Systems for Computers (ICNISC) · 2021
- Modeling Context Pair Interaction for Pairwise Tasks on Graphs
2021
- Neural Cognitive Modeling Based on The Importance of Knowledge point for Student Performance Prediction
2021
- TopNet: Learning from Neural Topic Model to Generate Long Stories
2021
- From Tables to Knowledge
2021
- Learning Structural Edits via Incremental Tree Transformations
arXiv (Cornell University) · 2021
- arXiv (Cornell University)×37
- Zenodo (CERN European Organization for Nuclear Research)×4
- Proceedings of the AAAI Conference on Artificial Intelligence×3
- Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing×2
- Bioinformatics×1
- Zhongwei Wan
Computer Science · The Ohio State University
- Xiaoze Liu
Computer Science · Purdue University West Lafayette
- Mo Yu
Computer Science · Indiana University
- Julia Taylor Rayz
Computer Science · Purdue University West Lafayette
- He Zhou
Computer Science · Indiana University
This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.
Last updated Jul 19, 2026.
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