Changho Suh

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 88

Top Venues

CoRR

ISIT

IEEE Trans. Inf. Theory

Allerton

University of California, Berkeley, USA (PHD)

Education History

University of California, Berkeley, USA

PHD

Publications

Junhyung Ahn, Adel M. Elmahdy, Soheil Mohajer, Changho Suh
On the Fundamental Limits of Matrix Completion: Leveraging Hierarchical Similarity Graphs. IEEE Trans. Inf. Theory 70 (3) (2024)
Soobin Um, Changho Suh
A Fair Generative Model Using LeCam Divergence. AAAI (2023)
Yuji Roh, Kangwook Lee, Steven Euijong Whang, Changho Suh
Improving Fair Training under Correlation Shifts. CoRR (2023)
Yuji Roh, Kangwook Lee, Steven Euijong Whang, Changho Suh
Improving Fair Training under Correlation Shifts. ICML (2023)
Adel M. Elmahdy, Junhyung Ahn, Changho Suh, Soheil Mohajer
Matrix Completion with Hierarchical Graph Side Information. CoRR (2022)
Qiaosheng Eric Zhang, Geewon Suh, Changho Suh, Vincent Y. F. Tan
Mc2g: An Efficient Algorithm for Matrix Completion With Social and Item Similarity Graphs. IEEE Trans. Signal Process. 70 (2022)
Geewon Suh, Changho Suh
Graph-assisted Matrix Completion in a Multi-clustered Graph Model. ISIT (2022)
Jaewoong Cho, Moonseok Choi, Changho Suh
Equal Experience in Recommender Systems. CoRR (2022)
Mohammad Ali Maddah-Ali, Salman Avestimehr, Ravi Tandon, Changho Suh, Ayfer Özgür, Chao Tian, Tara Javidi, Giuseppe Caire
Guest Editorial. IEEE J. Sel. Areas Inf. Theory 3 (2) (2022)
Adel M. Elmahdy, Junhyung Ahn, Soheil Mohajer, Changho Suh
The Optimal Sample Complexity of Matrix Completion with Hierarchical Similarity Graphs. ISIT (2022)
Sunghyun Kim, Minje Jang, Changho Suh
Group Match Prediction via Neural Networks (Long paper). KaRS/ComplexRec@RecSys (2021)
Qiaosheng Eric Zhang, Vincent Y. F. Tan, Changho Suh
Community Detection and Matrix Completion With Social and Item Similarity Graphs. IEEE Trans. Signal Process. 69 (2021)
Junhyung Ahn, Adel M. Elmahdy, Soheil Mohajer, Changho Suh
On the Fundamental Limits of Matrix Completion: Leveraging Hierarchical Similarity Graphs. CoRR (2021)
Yuji Roh, Kangwook Lee, Steven Euijong Whang, Changho Suh
FairBatch: Batch Selection for Model Fairness. ICLR (2021)
Yuji Roh, Kangwook Lee, Steven Euijong Whang, Changho Suh
Sample Selection for Fair and Robust Training. CoRR (2021)
Sunghyun Kim, Soheil Mohajer, Changho Suh
On the Sum Capacity of Dual-Class Parallel Packet-Erasure Broadcast Channels. IEEE Trans. Commun. 69 (4) (2021)
Geewon Suh, Sangwoo Jeon, Changho Suh
When to Use Graph Side Information in Matrix Completion. ISIT (2021)
Yuji Roh, Kangwook Lee, Steven Whang, Changho Suh
Sample Selection for Fair and Robust Training. NeurIPS (2021)
Hoon Kim, Kangwook Lee, Gyeongjo Hwang, Changho Suh
Predicting vehicle collisions using data collected from video games. Mach. Vis. Appl. 32 (4) (2021)
Jaewoong Cho, Gyeongjo Hwang, Changho Suh
A Fair Classifier Using Mutual Information. ISIT (2020)
Yuji Roh, Kangwook Lee, Steven Euijong Whang, Changho Suh
FairBatch: Batch Selection for Model Fairness. CoRR (2020)
Yuji Roh, Kangwook Lee, Steven Euijong Whang, Changho Suh
FR-Train: A mutual information-based approach to fair and robust training. CoRR (2020)
Mingeun Kang, Kiwon Lee, Yong H. Lee, Changho Suh
Autoencoder-Based Graph Construction for Semi-supervised Learning. ECCV (24) (2020)
Kangwook Lee, Changho Suh, Kannan Ramchandran
Reprogramming GANs via Input Noise Design. ECML/PKDD (2) (2020)
Adel M. Elmahdy, Junhyung Ahn, Changho Suh, Soheil Mohajer
Matrix Completion with Hierarchical Graph Side Information. NeurIPS (2020)
Qiaosheng Eric Zhang, Geewon Suh, Changho Suh, Vincent Y. F. Tan
MC2G: An Efficient Algorithm for Matrix Completion with Social and Item Similarity Graphs. CoRR (2020)
Seiyun Shin, Changho Suh
Two-Way Function Computation. IEEE Trans. Inf. Theory 66 (2) (2020)
Qiaosheng Eric Zhang, Vincent Y. F. Tan, Changho Suh
Achievability Bounds for Community Detection and Matrix Completion with Two-Sided Graph Side-Information. ISIT (2020)
Jaewoong Cho, Gyeongjo Hwang, Changho Suh
A Fair Classifier Using Kernel Density Estimation. NeurIPS (2020)
Yuji Roh, Kangwook Lee, Steven Whang, Changho Suh
FR-Train: A Mutual Information-Based Approach to Fair and Robust Training. ICML (2020)
Kyongchun Lim, Changho Suh, June-Koo Kevin Rhee
Longer distance continuous variable quantum key distribution protocol with photon subtraction at the receiver. Quantum Inf. Process. 18 (3) (2019)
Hoon Kim, Kangwook Lee, Gyeongjo Hwang, Changho Suh
Crash to Not Crash: Learn to Identify Dangerous Vehicles Using a Simulator. AAAI (2019)
Kangwook Lee, Hoon Kim, Kyungmin Lee, Changho Suh, Kannan Ramchandran
Synthesizing Differentially Private Datasets using Random Mixing. ISIT (2019)
Qiaosheng Eric Zhang, Vincent Y. F. Tan, Changho Suh
Community Detection and Matrix Completion with Two-Sided Graph Side-Information. CoRR (2019)
Jaewoong Cho, Changho Suh
Wasserstein GAN Can Perform PCA. CoRR (2019)
Kwangjun Ahn, Kangwook Lee, Changho Suh
Community Recovery in Hypergraphs. IEEE Trans. Inf. Theory 65 (10) (2019)
Jaewoong Cho, Changho Suh
Wasserstein GAN Can Perform PCA. Allerton (2019)
Minje Jang, Sunghyun Kim, Changho Suh
Top-K Rank Aggregation From M-Wise Comparisons. IEEE J. Sel. Top. Signal Process. 12 (5) (2018)
Changho Suh, Jaewoong Cho, David Tse
Two-Way Interference Channel Capacity: How to Have the Cake and Eat It Too. IEEE Trans. Inf. Theory 64 (6) (2018)
Kangwook Lee, Hoon Kim, Changho Suh
Simulated+Unsupervised Learning With Adaptive Data Generation and Bidirectional Mappings. ICLR (Poster) (2018)
Sunghyun Kim, I-Hsiang Wang, Changho Suh
A Relay Can Increase Degrees of Freedom in Bursty Interference Networks. IEEE Trans. Inf. Theory 64 (6) (2018)
Kiwon Lee, Yong Hoon Lee, Changho Suh
Alternating Autoencoders for Matrix Completion. DSW (2018)
Kangwook Lee, Kyungmin Lee, Hoon Kim, Changho Suh, Kannan Ramchandran
SGD on Random Mixtures: Private Machine Learning under Data Breach Threats. ICLR (Workshop) (2018)
Hyegyeong Park, Kangwook Lee, Jy-yong Sohn, Changho Suh, Jaekyun Moon
Hierarchical Coding for Distributed Computing. ISIT (2018)
Hyegyeong Park, Kangwook Lee, Jy-yong Sohn, Changho Suh, Jaekyun Moon
Hierarchical Coding for Distributed Computing. CoRR (2018)
Jisang Yoon, Kangwook Lee, Changho Suh
On the Joint Recovery of Community Structure and Community Features. Allerton (2018)
Seiyun Shin, Changho Suh
Two-way Function Computation. CoRR (2018)
Kwangjun Ahn, Kangwook Lee, Hyunseung Cha, Changho Suh
Binary Rating Estimation with Graph Side Information. NeurIPS (2018)
Kwangjun Ahn, Kangwook Lee, Changho Suh
Hypergraph Spectral Clustering in the Weighted Stochastic Block Model. IEEE J. Sel. Top. Signal Process. 12 (5) (2018)
Kwangjun Ahn, Kangwook Lee, Changho Suh
Hypergraph Spectral Clustering in the Weighted Stochastic Block Model. CoRR (2018)
Geewon Suh, Kangwook Lee, Changho Suh
Matrix sparsification for coded matrix multiplication. Allerton (2017)
Changho Suh, Jaewoong Cho, David Tse
Two-Way Interference Channel Capacity: How to Have the Cake and Eat it Too. CoRR (2017)
Minje Jang, Sunghyun Kim, Changho Suh, Sewoong Oh
Optimal Sample Complexity of M-wise Data for Top-K Ranking. NIPS (2017)
Soheil Feizi, Changho Suh, Fei Xia, David Tse
Understanding GANs: the LQG Setting. CoRR (2017)
Changho Suh, Vincent Y. F. Tan, Renbo Zhao
Adversarial Top-K Ranking. IEEE Trans. Inf. Theory 63 (4) (2017)
Kwangjun Ahn, Kangwook Lee, Changho Suh
Information-theoretic limits of subspace clustering. ISIT (2017)
Sunghyun Kim, Soheil Mohajer, Changho Suh
Coding across heterogeneous parallel erasure broadcast channels is useful. ISIT (2017)
Hyun Jong Yang, Won-Yong Shin, Bang Chul Jung, Changho Suh, Arogyaswami Paulraj
Opportunistic Downlink Interference Alignment for Multi-Cell MIMO Networks. CoRR (2017)
Changho Suh, Jaewoong Cho, David Tse
Two-way interference channel capacity: How to have the cake and eat it too. ISIT (2017)
Yongseen Kim, Changho Suh, June-Koo Kevin Rhee
Reconciliation with polar codes constructed using Gaussian approximation for long-distance continuous-variable quantum key distribution. ICTC (2017)
Kwangjun Ahn, Kangwook Lee, Changho Suh
Community Recovery in Hypergraphs. CoRR (2017)
Kangwook Lee, Changho Suh, Kannan Ramchandran
High-dimensional coded matrix multiplication. ISIT (2017)
Seiyun Shin, Changho Suh
Capacity of a two-way function multicast channel. Allerton (2017)
Hyun Jong Yang, Won-Yong Shin, Bang Chul Jung, Changho Suh, Arogyaswami Paulraj
Opportunistic Downlink Interference Alignment for Multi-Cell MIMO Networks. IEEE Trans. Wirel. Commun. 16 (3) (2017)
Soheil Mohajer, Changho Suh, Adel M. Elmahdy
Active Learning for Top-K Rank Aggregation from Noisy Comparisons. ICML (2017)
Yuxin Chen, Changho Suh, Andrea J. Goldsmith
Information Recovery From Pairwise Measurements. IEEE Trans. Inf. Theory 62 (10) (2016)
Changho Suh, Naveen Goela, Michael Gastpar
Computation in Multicast Networks: Function Alignment and Converse Theorems. IEEE Trans. Inf. Theory 62 (4) (2016)
Sunghyun Kim, Soheil Mohajer, Changho Suh
Role of a Relay in Bursty Multiple Access Channels. CoRR (2016)
Minje Jang, Sunghyun Kim, Changho Suh, Sewoong Oh
Top-K Ranking from Pairwise Comparisons: When Spectral Ranking is Optimal. CoRR (2016)
Changho Suh, Vincent Y. F. Tan, Renbo Zhao
Adversarial Top-$K$ Ranking. CoRR (2016)
Yuxin Chen, Govinda M. Kamath, Changho Suh, David N. C. Tse
Community Recovery in Graphs with Locality. CoRR (2016)
Sang-Woon Jeon, Changho Suh
Degrees of Freedom of Uplink-Downlink Multiantenna Cellular Networks. IEEE Trans. Inf. Theory 62 (8) (2016)
Kwangjun Ahn, Kangwook Lee, Changho Suh
Community recovery in hypergraphs. Allerton (2016)
Changho Suh, David Tse, Jaewoong Cho
To feedback or not to feedback. ISIT (2016)
Soheil Mohajer, Changho Suh
Active top-K ranking from noisy comparisons. Allerton (2016)
Yuxin Chen, Govinda M. Kamath, Changho Suh, David Tse
Community Recovery in Graphs with Locality. ICML (2016)
Sunghyun Kim, Soheil Mohajer, Changho Suh
Role of a relay in bursty networks with correlated transmissions. ISIT (2016)
Yuxin Chen, Changho Suh, Andrea J. Goldsmith
Information Recovery from Pairwise Measurements: A Shannon-Theoretic Approach. CoRR (2015)
Sunghyun Kim, I-Hsiang Wang, Changho Suh
A relay can increase degrees of freedom in bursty mimo interference networks. ISIT (2015)
Sung Ho Chae, Changho Suh, Sae-Young Chung
Degrees of Freedom of the Rank-Deficient Interference Channel With Feedback. IEEE Trans. Inf. Theory 61 (6) (2015)
Sunghyun Kim, I-Hsiang Wang, Changho Suh
A Relay Can Increase Degrees of Freedom in Bursty Interference Networks. CoRR (2015)
Sunghyun Kim, Changho Suh
Degrees of freedom of bursty multiple access channels with a relay. Allerton (2015)
Yuxin Chen, Changho Suh
Top-K ranking: An information-theoretic perspective. ITW Fall (2015)
Shao-Lun Huang, Changho Suh, Lizhong Zheng
Euclidean Information Theory of Networks. CoRR (2015)
Yuxin Chen, Changho Suh
Spectral MLE: Top-K Rank Aggregation from Pairwise Comparisons. ICML (2015)
Shao-Lun Huang, Changho Suh, Lizhong Zheng
Euclidean Information Theory of Networks. IEEE Trans. Inf. Theory 61 (12) (2015)
Yuxin Chen, Changho Suh, Andrea J. Goldsmith
Information recovery from pairwise measurements: A shannon-theoretic approach. ISIT (2015)
Yuxin Chen, Changho Suh
Spectral MLE: Top-$K$ Rank Aggregation from Pairwise Comparisons. CoRR (2015)
Hyun Jong Yang, Won-Yong Shin, Bang Chul Jung, Changho Suh
Opportunistic interference alignment for MIMO interfering broadcast channels. ICASSP (2014)
Sang-Woon Jeon, Changho Suh
Degrees of freedom of uplink-downlink multiantenna cellular networks. ISIT (2014)
Changho Suh
Information Theory of Matrix Completion. CoRR (2014)
Sina Lashgari, Amir Salman Avestimehr, Changho Suh
Linear Degrees of Freedom of the $X$ -Channel With Delayed CSIT. IEEE Trans. Inf. Theory 60 (4) (2014)
Seiyun Shin, Changho Suh
Two-way function computation. Allerton (2014)
Hyun Jong Yang, Won-Yong Shin, Bang Chul Jung, Changho Suh, Arogyaswami Paulraj
Opportunistic downlink interference alignment. ISIT (2014)
Sang-Woon Jeon, Changho Suh
Degrees of Freedom of Uplink-Downlink Multiantenna Cellular Networks. CoRR (2014)
Byungjun Kang, Si-Hyeon Lee, Sae-Young Chung, Changho Suh
A new achievable scheme for interference relay channels. ISIT (2013)
Sina Lashgari, Amir Salman Avestimehr, Changho Suh
Linear Degrees of Freedom of the X-Channel with Delayed CSIT. CoRR (2013)
Hyun Jong Yang, Won-Yong Shin, Bang Chul Jung, Changho Suh, Arogyaswami Paulraj
Opportunistic Downlink Interference Alignment. CoRR (2013)
Shao-Lun Huang, Changho Suh, Lizhong Zheng
Euclidean information theory of networks. ISIT (2013)
Changho Suh, Michael Gastpar
Network decomposition for function computation. SPAWC (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Changho Suh