Guang-He Lee
Guang-He Lee
Verified email at mit.edu - Homepage
Title
Cited by
Cited by
Year
MUSE: Modularizing Unsupervised Sense Embeddings
GH Lee, YN Chen
The 2017 Conference on Empirical Methods in Natural Language Processing …, 2017
272017
RF-based fall monitoring using convolutional neural networks
Y Tian, GH Lee, H He, CY Hsu, D Katabi
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2018
232018
Tight certificates of adversarial robustness for randomly smoothed classifiers
GH Lee, Y Yuan, S Chang, T Jaakkola
Advances in Neural Information Processing Systems, 4910-4921, 2019
21*2019
Towards Robust, Locally Linear Deep Networks
GH Lee, D Alvarez-Melis, TS Jaakkola
The 7th International Conference on Learning Representations (ICLR 2019), 2019
152019
Enabling identification and behavioral sensing in homes using radio reflections
CY Hsu, R Hristov, GH Lee, M Zhao, D Katabi
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems …, 2019
142019
ProbGAN: Towards Probabilistic GAN with Theoretical Guarantees
H He, H Wang, GH Lee, Y Tian
The 7th International Conference on Learning Representations (ICLR 2019), 2019
62019
Functional Transparency for Structured Data: a Game-Theoretic Approach
GH Lee, W Jin, D Alvarez-Melis, TS Jaakkola
The 36th International Conference on Machine Learning (ICML 2019), 2019
42019
Game-Theoretic Interpretability for Temporal Modeling
GH Lee, D Alvarez-Melis, TS Jaakkola
The 5th Workshop on Fairness, Accountability, and Transparency in Machine …, 2018
42018
Bayesian Modelling and Monte Carlo Inference for GAN
H He, H Wang, GH Lee, Y Tian
The ICML 2018 workshop on Theoretical Foundations and Applications of Deep …, 2018
42018
Cost-sensitive classification with deep learning using cost-aware pre-training
YA Chung, GH Lee, SW Yang
US Patent 10,614,361, 2020
32020
LambdaMF: Learning Nonsmooth Ranking Functions in Matrix Factorization Using Lambda
GH Lee, SD Lin
The 2015 IEEE International Conference on Data Mining, 823-828, 2015
32015
Dynamic sampling of sensor data
GH Lee, SW Yang
US Patent App. 16/062,107, 2018
22018
Toward implicit sample noise modeling: Deviation-driven matrix factorization
GH Lee, SW Yang, SD Lin
arXiv preprint arXiv:1610.09274, 2016
22016
Self-Supervised Learning of Appliance Usage
CY Hsu, A Zeitoun, GH Lee, D Katabi, T Jaakkola
The 8th International Conference on Learning Representations (ICLR 2020), 2020
12020
Oblique Decision Trees from Derivatives of ReLU Networks
GH Lee, TS Jaakkola
The 8th International Conference on Learning Representations (ICLR 2020), 2020
2020
Locally Constant Networks
GH Lee, TS Jaakkola
arXiv preprint arXiv:1909.13488, 2019
2019
Adversarial Robustness Certificates: a Randomized Smoothing Approach
J Teng, GH Lee, Y Yuan
2019
Rfid location detection
GH Lee, KA Algotar, SW Yang, AV Sanjay
US Patent App. 16/062,105, 2018
2018
Separated application security management
GH Lee, SW Yang
US Patent App. 15/758,072, 2018
2018
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Articles 1–19