Kehan Guo
- Evaluating Large Language Models in Scientific Discovery
2025/12/17 by Zhangde Song, Jieyu Lu, Song, Zhangde +109 · 18 voices · 2 citations
Materials Science · Medicine · Social Sciences · #Machine Learning in Materials Science #Artificial Intelligence in Healthcare and Education #Computational and Text Analysis Methods
- What can Large Language Models do in chemistry? A comprehensive benchmark on eight tasks
2023/05/27 by Taicheng Guo, Kehan Guo, Guo, Taicheng +12 · 31 citations
Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Topic Modeling
- Graph-based Molecular Representation Learning
2022/07/08 by Zhichun Guo, Guo, Zhichun, Kehan Guo +19 · 5 citations
Chemistry · Computer Science · Materials Science · #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Quantitative Methods (q-bio.QM) #Various Chemistry Research Topics
- SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark
2024/02/06 by Zhenwen Liang, Kehan Guo, Liang, Zhenwen +17 · 7 citations
Computer Science · Psychology · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Educational Technology and Assessment #FOS: Computer and information sciences #Innovative Teaching and Learning Methods #Online and Blended Learning
- Defending Jailbreak Prompts via In-Context Adversarial Game
2024/02/20 by Yujun Zhou, Zhou, Yujun, Yufei Han +11 · 5 citations
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Social Science Meets LLMs: How Reliable Are Large Language Models in Social Simulations?
2024/10/30 by Yue Huang, Huang, Yue, Zhengqing Yuan +19 · 5 citations
Social Sciences · #Artificial Intelligence in Law
- Artificial Intelligence in Spectroscopy: Advancing Chemistry from Prediction to Generation and Beyond
2025/02/14 by Kehan Guo, Guo, Kehan, Yili Shen +18 · 3 citations
Biochemistry, Genetics and Molecular Biology · Chemistry · Environmental Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metabolomics and Mass Spectrometry Studies #Various Chemistry Research Topics #Water Quality Monitoring and Analysis
- Dissecting Logical Reasoning in LLMs: A Fine-Grained Evaluation and Supervision Study
2025/06/05 by Yujun Zhou, Jane J. Ye, Zhou, Yujun +18 · 5 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Prioritization First, Principles Second: An Adaptive Interpretation of Helpful, Honest, and Harmless Principles
2025/02/09 by Yue Huang, Huang, Yue, Chujie Gao +14 · 1 voice · 2 citations
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #cs.CY
- SEUF: Is Unlearning One Expert Enough for Mixture-of-Experts LLMs?
2024/11/27 by Haomin Zhuang, Yihua Zhang, Zhuang, Haomin +10 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
- Beyond Single-Value Metrics: Evaluating and Enhancing LLM Unlearning with Cognitive Diagnosis
2025/02/19 by Yicheng Lang, Lang, Yicheng, Kehan Guo +13 · 2 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text Readability and Simplification
- Learning from Synthetic Data without Model Collapse in Iterative Instruction Tuning
2026/07/19 by Xiaonan Luo, Yue Huang, Kehan Guo +4
#cs.CL