Keyan Ding
- SciKnowEval: Evaluating Multi-level Scientific Knowledge of Large Language Models
2024/06/13 by Kehua Feng, Feng, Kehua, Shen, Xinyi +9 · 7 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies
- Learning Invariant Molecular Representation in Latent Discrete Space
2023/10/22 by Xiang Zhuang, Zhuang, Xiang, Qiang Zhang +13 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Machine Learning in Materials Science
- SciSafeEval: A Comprehensive Benchmark for Safety Alignment of Large Language Models in Scientific Tasks
2024/10/02 by Tianhao Li, Li, Tianhao, Jingyu Lu +26 · 4 citations
Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Scientific Computing and Data Management
- Advancing biomolecular understanding and design following human instructions
2024/10/10 by Xiang Zhuang, Keyan Ding, Zhuang, Xiang +20 · 2 citations
Biochemistry, Genetics and Molecular Biology · Social Sciences · Engineering · #Genetics, Bioinformatics, and Biomedical Research #Innovative Teaching Methods #Biomedical and Engineering Education
- Sample-Efficient Human Evaluation of Large Language Models via Maximum Discrepancy Competition
2024/04/10 by Kehua Feng, Feng, Kehua, Keyan Ding +14 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning in Healthcare
- SAFER: Advancing Safety Alignment via Efficient Ex-Ante Reasoning
2025/04/03 by Kehua Feng, Keyan Ding, Feng, Kehua +12 · 2 citations
Engineering · Decision Sciences · Computer Science · #Safety Systems Engineering in Autonomy #Risk and Safety Analysis #Software Reliability and Analysis Research
- Knowledge-Augmented Long-CoT Generation for Complex Biomolecular Reasoning
2025/11/11 by Xiang Zhuang, Lyu, Tianwen, Keyan Ding +11 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning in Bioinformatics #Topic Modeling
- SciCUEval: A Comprehensive Dataset for Evaluating Scientific Context Understanding in Large Language Models
2025/05/21 by Jing Yu, Yu, Jing, Yuqi Tang +19 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling