Dey, Vishal
- ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery
2024/10/07 by Ziru Chen, Chen, Ziru, Shijie Chen +35 · 26 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Natural Language Processing Techniques #Biomedical Text Mining and Ontologies
- Adversarial Attacks and Defences: A Survey
2018/09/28 by Chakraborty, Anirban, Alam, Manaar, Dey, Vishal +2 · 8 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- GeLLMO: Generalizing Large Language Models for Multi-property Molecule Optimization
2025/02/19 by Vishal Dey, Xiao Hu, Dey, Vishal +3 · 5 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Chemical Physics (physics.chem-ph) #Chemical Synthesis and Analysis #Computation and Language (cs.CL) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Quantitative Methods (q-bio.QM)
- Enhancing Molecular Property Prediction with Auxiliary Learning and Task-Specific Adaptation
2024/01/29 by Dey, Vishal, Ning, Xia · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists
2025/06/09 by Yifei Li, Li, Yifei, Hanane Nour Moussa +33 · 2 citations
Computer Science · Decision Sciences · Materials Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning in Materials Science #Scientific Computing and Data Management