Sitemap
A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
Future Blog Post
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This post will show up by default. To disable scheduling of future posts, edit config.yml and set future: false.
Blog Post number 4
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This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 2
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 1
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
portfolio
Portfolio item number 1
Short description of portfolio item number 1
Portfolio item number 2
Short description of portfolio item number 2
projects
Real-Time 2D and 3D Hand Pose Estimation
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A real-time 2D/3D hand pose estimation model robust to occlusion. Utilizes a biologically inspired constraint and synthetic hand data to enhance model generalization.
publications
Posters Hbn
Published in , 2016
Recommended citation: Lee, E.H., Grassi, R. and Low, T. Theoretical investigation of phonon-polariton modes in cylindrical hexagonal boron nitride. Undergraduate Research Opportunity Program (2016).
Manuscript Prm
Published in , 2022
Recommended citation: Lee, E. H., Jiang, W., Alsalman, H., Low, T. & Cherkassky, V. Methodological framework for materials discovery using machine learning. Physical Review Materials 6, 043802 (2022).
Posters Dd Cse
Published in , 2022
Recommended citation: Lee, E.H. and Cherkassky, V. VC theoretical explanation of double descent. CSE Graduate Students Welcome Session (2022).
Posters Dd Iemac
Published in , 2022
Recommended citation: Lee, E.H. and Cherkassky, V. VC theoretical explanation of double descent. Institute for Engineering in Medicine Annual Conference (2022).
Patents Tsmc
Published in , 2022
Recommended citation: Lee, E.H. and Cheng, W.H. Lithography system and methods. US patent no.: US20220382167A1 (2022).
Manuscript Nature_comm
Published in , 2023
Recommended citation: Lee, S., Seo, D., Park, S.H., Izquierdo, N., Lee, E.H., Younas, R., Zhou, G., Palei, M., Hoffman, A.J., Jang, M.S., Hinkle, C.L., Koester, S.J., Low, T. Achieving near-perfect light absorption in atomically thin transition metal dichalcogenides through band nesting. Nature Communications 14, 3889 (2023).
Manuscript Vc
Published in , 2023
Recommended citation: Cherkassky, V. & Lee, E. H. To understand double descent, we need to understand VC theory. Neural Networks 169, 242–256 (2024).
Posters Astrin
Published in , 2024
Recommended citation: Heller, N., Mallery, K., Bristow, N., Travadi, Y., Lee, E.H., Hong, J. Abstract 2304: Detection of early-disseminated cancer cells with deep learning-enabled holographic imaging. Cancer Research 84, 2304–2304 (2024).
Manuscript Vc2
Published in , 2024
Recommended citation: Lee, E. H. & Cherkassky, V. Understanding double descent using VC-theoretical framework. IEEE Transactions on Neural Networks and Learning Systems 35, 18838–18847 (2024).
Manuscript Llm
Published in , 2024
Recommended citation: Cherkassky, V. & Lee, E. H. A perspective on large language models, intelligent machines, and knowledge acquisition. arXiv preprint arXiv:2408.06598 (2024).
Posters Lupi 3m
Published in , 2024
Recommended citation: Lee, E.H., Lee, S., Feummeler, E., Tadmor, E., Low, T., and Cherkassky, V. Enhancing materials discovery with the LUPI framework: a novel approach to predicting material properties. 3M Poster Symposium (2024).
Posters Lupi Mmls
Published in , 2024
Recommended citation: Lee, E.H., Lee, S., Feummeler, E., Tadmor, E., Low, T., and Cherkassky, V. Enhancing materials discovery with the LUPI framework: a novel approach to predicting material properties. Midwest Machine Learning Symposium (2024).
Posters Lupi Kgml
Published in , 2024
Recommended citation: Lee, E.H., Lee, S., Feummeler, E., Tadmor, E., Low, T., and Cherkassky, V. Enhancing materials discovery with the LUPI framework: a novel approach to predicting material properties. Knowledge Guided Machine Learning Workshop (2024).
Posters Oncodea
Published in , 2025
Recommended citation: Khammanivong, A., Lee, E.H., Khonkhammy, D., Gunnarson, C., Sockalingum, G.D., Bedros, S., Petcavich, R., Pham, D.Q. Abstract LB409: OncodeAi™-Breast CED: A nanoparticle-enhanced IR molecular sensing platform for early breast cancer detection. Cancer Research 85, LB409–LB409 (2025).
Manuscript Nk
Published in , 2025
Recommended citation: Khaw, M.J., Zorko, N.A., Kennedy, P.R., Bendzick, L.E., Shackelford, M., Selleck, C., Hinderlie, P., Walker, J.T., Soignier, Y., Lyons, R.C., Femino, E.L., Stenger, T., Dasgupta, T., Kotz, L.E., Shetty, M., Phung, S.K., Lee, E.H., Lu, Q., Lim, J., Provenzano, P.P., Fujioka, N., Davis, Z.B., Geller, M.A., Wagner, J.E., MacMillan, M.L., Felices, M., Miller, J.S. Novel trispecific killer engager targeting B7-H3 enhances natural killer cell antitumor activity against head and neck cancer. Journal for Immunotherapy Cancer 13, e011370 (2025).
Manuscript Acsnano
Published in , 2025
Recommended citation: Lee, S., Lee, E.H., Kwon, Y.-K., Koester, S.J., Avouris, P., Cherkassky, V., Tersoff, J., Low, T. Generalized energy band alignment model for van der Waals heterostructures with a charge spillage dipole. ACS Nano 19, 37749–37757 (2025).
Bookchapters Vc
Published in , 2026
Recommended citation: Cherkassky, V., Lee, E.H.. VC-Theoretical Explanation of Double Descent.. in The Importance of Being Learnable: Essays Dedicated to Alexander Gammerman (eds An Nguyen, K. & Luo, Z.) 157-176, Springer Nature Switzerland, Cham (2026).
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown file that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
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This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.