Yanjun Li work email
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Yanjun Li personal email
I am an Assistant Professor (AI Initiative) in the Department of Medicinal Chemistry, College of Pharmacy, University of Florida. My research interest spans the fields of deep learning, AI-driven drug discovery, and computational biology, with a particular emphasis on deep generative modeling for de novo molecule design and geometric deep learning for molecular recognition. I aim to develop cutting-edge AI algorithms to address fundamental life science challenges with a broad scientific impact and to optimize and automate the real-world drug discovery and design pipeline.Before joining UF, I was a machine learning scientist at Calico Life Sciences, an Alphabet-founded R&D company for human aging research, and a senior research scientist at the Institute of Deep Learning (IDL), Baidu, USA. I have extensive research experience in artificial intelligence, machine/deep learning, Drug Discovery, Computational Biology, Precision Medicine, Bioinformatics and NLP.• Researcher in Artificial Intelligence and Ph.D. in Computational Science applying Machine Learning and Deep Learning methodologies to solve real-world problems. • 10+ years of research experience in building and deploying machine/deep learning models for high-impact and challenging life science and healthcare problems with publications in top conferences and journals. Deep understanding of machine/deep learning algorithms, such as CNN, RNN, GNN, and Transformers.• 10+ years of hands-on experience with machine learning tools (Numpy, Pandas, Scikit-learn) and deep learning frameworks (Pytorch, Tensorflow, Keras).• 10+ years of programming experience with programming languages (Python, C/C++, Matlab, Java).• Rapid prototyping and executing the latest machine/deep learning techniques. Strong expertise in NLP, Time Series Modeling, Geometric Deep Learning on Graph and 3D Point Cloud, Attention Mechanism, Multi-task and Multimodal Learning, Contrastive Learning, Generative Model, Deep Reinforcement Learning, etc.• Solid Academic Research and Learning Ability; Strong Problem-solving and Trouble-shooting Skills; Passionate about technology innovation and lifelong learning; Excellent Communication and Presentation Skills; Goal-oriented, Self-starter, Team-player; Passionate, Creative, Pressure-resistant.
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Assistant ProfessorUniversity Of FloridaGainesville, Fl, Us -
Assistant ProfessorUniversity Of Florida Mar 2023 - PresentGainesville, Florida, UsAI-driven Drug DiscoveryMy lab website: https://yanjun-li.com -
Machine Learning ScientistCalico Life Sciences Sep 2022 - Mar 2023South San Francisco, Ca, UsDeep Learning for De-novo Peptide Design -
Senior Research ScientistBaidu Usa Jun 2021 - Aug 2022Sunnyvale, Ca, UsAI-based 1) protein-protein interaction prediction, 2) RNA secondary structure prediction, 3) scRNA-seq data analysis and visualization, 4) protein structure prediction, e.g., AlphaFold2 -
Research And Teaching AssistantUniversity Of Florida Aug 2016 - May 2021Gainesville, Florida, UsNational Science Foundation Center for Big LearningTime Series Modeling for Electronic Health RecordGeometry Deep Learning on Graph and 3D Point Cloud DataGene Mutation Impact, Protein Structure Prediction, and Drug Discovery -
Ai/Ml Phd InternGe Healthcare Jun 2020 - Aug 2020Chicago, UsDeep learning for medical image registration
Yanjun Li Skills
Yanjun Li Education Details
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University Of FloridaComputer Science -
Waseda UniversityProduction And Systems -
University Of Electronic Science And Technology Of ChinaCommunication And Information System -
University Of Electronic Science And Technology Of ChinaInformation Engineering
Frequently Asked Questions about Yanjun Li
What company does Yanjun Li work for?
Yanjun Li works for University Of Florida
What is Yanjun Li's role at the current company?
Yanjun Li's current role is Assistant Professor.
What is Yanjun Li's email address?
Yanjun Li's email address is ya****@****ufl.edu
What schools did Yanjun Li attend?
Yanjun Li attended University Of Florida, Waseda University, University Of Electronic Science And Technology Of China, University Of Electronic Science And Technology Of China.
What are some of Yanjun Li's interests?
Yanjun Li has interest in Social Services, Travelling, Education, Environment, Science And Technology, Music, Sports, Food, Driving.
What skills is Yanjun Li known for?
Yanjun Li has skills like Machine Learning, Deep Learning, Data Analysis, Data Mining, Python, Linux, Tensorflow, Java, C++, Microsoft Visual Studio, Matlab, Reinforcement Learning.
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