Yin Fang

1. Technology Roadmap for Flexible Sensors
   2023/03/09 by Yifei Luo, Mohammad Reza Abidian, Jong‐Hyun Ahn +97 · 14 citations
   Engineering · Computer Science · #Advanced Sensor and Energy Harvesting Materials #Green IT and Sustainability #IoT and Edge/Fog Computing
2. Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models
   2023/06/13 by Yin Fang, Fang, Yin, Xiaozhuan Liang +13 · 14 citations
   Biochemistry, Genetics and Molecular Biology · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Engineering #FOS: Biological sciences #FOS: Computer and information sciences #Finance #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Machine Learning in Materials Science #Protein Structure and Dynamics #Quantitative Methods (q-bio.QM) #and Science (cs.CE)
3. Domain-Agnostic Molecular Generation with Chemical Feedback
   2023/01/26 by Yin Fang, Fang, Yin, Ningyu Zhang +8 · 10 citations
   Computer Science · Environmental Science · Materials Science · #Artificial Intelligence (cs.AI) #Chemistry and Chemical Engineering #Computation and Language (cs.CL) #Computational Drug Discovery Methods #Computational Engineering #FOS: Computer and information sciences #Finance #Machine Learning (cs.LG) #Machine Learning in Materials Science #and Science (cs.CE)
4. BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning
   2024/02/27 by Qizhi Pei, Lijun Wu, Pei, Qizhi +15 · 7 citations
   Pharmacology, Toxicology and Pharmaceutics · Computer Science · Chemistry · #Chemical Reactions and Isotopes #Computational Drug Discovery Methods #History and advancements in chemistry
5. Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey
   2024/02/08 by Zhuo Chen, Chen, Zhuo, Yichi Zhang +27 · 8 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Cognitive Computing and Networks #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Text and Document Classification Technologies
6. Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering
   2023/11/11 by Yichi Zhang, Zhang, Yichi, Zhuo Chen +11 · 6 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Graph Neural Networks
7. Molecular Contrastive Learning with Chemical Element Knowledge Graph
   2021/12/01 by Yin Fang, Fang, Yin, Qiang Zhang +17 · 3 citations
   Chemistry · Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #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
8. DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning
   2022/07/04 by Zhuo Chen, Yu‐Feng Huang, Chen, Zhuo +13 · 2 citations
   Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI #Multimodal Machine Learning Applications
9. Deep neural network for modeling soliton dynamics in the mode-locked laser
   2023/01/27 by Yin Fang, Hao-Bin Han, Wen-Bo Bo +4 · 2 citations
10. Benchmarking Retrieval-Augmented Generation for Chemistry
    2025/05/12 by Xianrui Zhong, Bowen Jin, Zhong, Xianrui +13 · 5 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Materials Science #Topic Modeling
11. LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection
    2022/07/26 by Zhuo Chen, Yu‐Feng Huang, Chen, Zhuo +13 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
12. A Multi-Modal AI Copilot for Single-Cell Analysis with Instruction Following
    2025/01/14 by Yin Fang, Xinle Deng, Fang, Yin +13 · 1 citation
    Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence (cs.AI) #Cell Behavior (q-bio.CB) #Cell Image Analysis Techniques #Computation and Language (cs.CL) #Computational Engineering #FOS: Biological sciences #FOS: Computer and information sciences #Finance #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Single-cell and spatial transcriptomics #and Science (cs.CE)