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Honglak Lee

Deep Learning Representation Learning Unsupervised Learning Semi-supervised Learning Structured Prediction

Research Performance Summary

232
Total Papers
80027
Total Citations
102
H-Index
2005-2025
Active Research Span

First Recorded Paper

Spam Deobfuscation using a Hidden Markov Model

Year: 2005

Citations: 84

Venue: Proceedings of the Second Conference on Email and Anti-Spam (CEAS )

Latest Recorded Paper

3d denoisers are good 2d teachers: molecular pretraining via denoising and cross-modal distillation

Year: 2025

Citations: 1

Venue: Proceedings of the AAAI Conference on Artificial Intelligence 39 (1)

Last 10 Years Publication Activity

This timeline shows the professor's yearly publication activity.

2025
11
2024
17
2023
29
2022
20
2021
14
2020
18
2019
20
2018
21
2017
11
2016
17
2015
11

Publication Venues and Collaboration

Journal, Conference, and Book Publication Breakdown

Conference 56
Journal 3
Book 1

Top Coauthors

Lee Kim Sohn

Research Impact by Period

2025-2026

Period Stats
Papers 11
Citations 194
Avg. Citations / Paper 17.6
H-Index 6

2020-2024

Period Stats
Papers 98
Citations 5504
Avg. Citations / Paper 56.2
H-Index 37

2015-2019

Period Stats
Papers 80
Citations 42640
Avg. Citations / Paper 533
H-Index 64

2010-2014

Period Stats
Papers 30
Citations 17163
Avg. Citations / Paper 572.1
H-Index 25

2005-2009

Period Stats
Papers 13
Citations 14526
Avg. Citations / Paper 1117.4
H-Index 13

Contact and Professional Links

Contact Information

honglak@umich.edu
7347643726

Professional Links

Google Scholar
University Page

Detected Research Keywords

Convolutional Neural Networks Text Image Synthesis Convolutional Belief Networks Stimulated Raman Histology Unsupervised Feature Learning Learning Hierarchical Representations Hierarchical Reinforcement Learning Raman Histology Neural Histology Neural Networks Shot Task Generalization