Changho Suh

147 papers A* 13B 35Misc 1Journal 70Unranked 25
YearRankTypeTitle / Venue / Authors
2025 — book
Probability for Information Technology
Changho Suh
2024 J jnl
On the Fundamental Limits of Matrix Completion: Leveraging Hierarchical Similarity Graphs.
IEEE Trans. Inf. Theory
Junhyung Ahn, Adel M. Elmahdy, Soheil Mohajer, Changho Suh
2023 A* conf
A Fair Generative Model Using LeCam Divergence.
AAAI
Soobin Um, Changho Suh
2023 — book
Communication Principles for Data Science
Changho Suh
2023 A* conf
Improving Fair Training under Correlation Shifts.
ICML
Yuji Roh, Kangwook Lee, Steven Euijong Whang, Changho Suh
2023 J jnl
Improving Fair Training under Correlation Shifts.
CoRR
Yuji Roh, Kangwook Lee, Steven Euijong Whang, Changho Suh
2022 J jnl
Equal Experience in Recommender Systems.
CoRR
Jaewoong Cho, Moonseok Choi, Changho Suh
2022 B conf
Graph-assisted Matrix Completion in a Multi-clustered Graph Model.
ISIT
Geewon Suh, Changho Suh
2022 J jnl
Guest Editorial.
IEEE J. Sel. Areas Inf. Theory
Mohammad Ali Maddah-Ali, Salman Avestimehr, Ravi Tandon, Changho Suh, Ayfer Özgür, Chao Tian, Tara Javidi, Giuseppe Caire
2022 J jnl
Matrix Completion with Hierarchical Graph Side Information.
CoRR
Adel M. Elmahdy, Junhyung Ahn, Changho Suh, Soheil Mohajer
2022 J jnl
Mc2g: An Efficient Algorithm for Matrix Completion With Social and Item Similarity Graphs.
IEEE Trans. Signal Process.
Qiaosheng Eric Zhang, Geewon Suh, Changho Suh, Vincent Y. F. Tan
2022 B conf
The Optimal Sample Complexity of Matrix Completion with Hierarchical Similarity Graphs.
ISIT
Adel M. Elmahdy, Junhyung Ahn, Soheil Mohajer, Changho Suh
2021 J jnl
Community Detection and Matrix Completion With Social and Item Similarity Graphs.
IEEE Trans. Signal Process.
Qiaosheng Eric Zhang, Vincent Y. F. Tan, Changho Suh
2021 A* conf
FairBatch: Batch Selection for Model Fairness.
ICLR
Yuji Roh, Kangwook Lee, Steven Euijong Whang, Changho Suh
2021 — conf
Group Match Prediction via Neural Networks (Long paper).
KaRS/ComplexRec@RecSys
Sunghyun Kim, Minje Jang, Changho Suh
2021 J jnl
On the Fundamental Limits of Matrix Completion: Leveraging Hierarchical Similarity Graphs.
CoRR
Junhyung Ahn, Adel M. Elmahdy, Soheil Mohajer, Changho Suh
2021 J jnl
On the Sum Capacity of Dual-Class Parallel Packet-Erasure Broadcast Channels.
IEEE Trans. Commun.
Sunghyun Kim, Soheil Mohajer, Changho Suh
2021 J jnl
Predicting vehicle collisions using data collected from video games.
Mach. Vis. Appl.
Hoon Kim, Kangwook Lee, Gyeongjo Hwang, Changho Suh
2021 A* conf
Sample Selection for Fair and Robust Training.
NeurIPS
Yuji Roh, Kangwook Lee, Steven Whang, Changho Suh
2021 J jnl
Sample Selection for Fair and Robust Training.
CoRR
Yuji Roh, Kangwook Lee, Steven Euijong Whang, Changho Suh
2021 B conf
When to Use Graph Side Information in Matrix Completion.
ISIT
Geewon Suh, Sangwoo Jeon, Changho Suh
2020 A* conf
A Fair Classifier Using Kernel Density Estimation.
NeurIPS
Jaewoong Cho, Gyeongjo Hwang, Changho Suh
2020 B conf
A Fair Classifier Using Mutual Information.
ISIT
Jaewoong Cho, Gyeongjo Hwang, Changho Suh
2020 B conf
Achievability Bounds for Community Detection and Matrix Completion with Two-Sided Graph Side-Information.
ISIT
Qiaosheng Eric Zhang, Vincent Y. F. Tan, Changho Suh
2020 — conf
Autoencoder-Based Graph Construction for Semi-supervised Learning.
ECCV (24)
Mingeun Kang, Kiwon Lee, Yong H. Lee, Changho Suh
2020 A* conf
FR-Train: A Mutual Information-Based Approach to Fair and Robust Training.
ICML
Yuji Roh, Kangwook Lee, Steven Whang, Changho Suh
2020 J jnl
FR-Train: A mutual information-based approach to fair and robust training.
CoRR
Yuji Roh, Kangwook Lee, Steven Euijong Whang, Changho Suh
2020 J jnl
FairBatch: Batch Selection for Model Fairness.
CoRR
Yuji Roh, Kangwook Lee, Steven Euijong Whang, Changho Suh
2020 J jnl
MC2G: An Efficient Algorithm for Matrix Completion with Social and Item Similarity Graphs.
CoRR
Qiaosheng Eric Zhang, Geewon Suh, Changho Suh, Vincent Y. F. Tan
2020 A* conf
Matrix Completion with Hierarchical Graph Side Information.
NeurIPS
Adel M. Elmahdy, Junhyung Ahn, Changho Suh, Soheil Mohajer
2020 — conf
Reprogramming GANs via Input Noise Design.
ECML/PKDD (2)
Kangwook Lee, Changho Suh, Kannan Ramchandran
2020 J jnl
Two-Way Function Computation.
IEEE Trans. Inf. Theory
Seiyun Shin, Changho Suh
2019 J jnl
Community Detection and Matrix Completion with Two-Sided Graph Side-Information.
CoRR
Qiaosheng Eric Zhang, Vincent Y. F. Tan, Changho Suh
2019 J jnl
Community Recovery in Hypergraphs.
IEEE Trans. Inf. Theory
Kwangjun Ahn, Kangwook Lee, Changho Suh
2019 A* conf
Crash to Not Crash: Learn to Identify Dangerous Vehicles Using a Simulator.
AAAI
Hoon Kim, Kangwook Lee, Gyeongjo Hwang, Changho Suh
2019 J jnl
Longer distance continuous variable quantum key distribution protocol with photon subtraction at the receiver.
Quantum Inf. Process.
Kyongchun Lim, Changho Suh, June-Koo Kevin Rhee
2019 B conf
Synthesizing Differentially Private Datasets using Random Mixing.
ISIT
Kangwook Lee, Hoon Kim, Kyungmin Lee, Changho Suh, Kannan Ramchandran
2019 — conf
Wasserstein GAN Can Perform PCA.
Allerton
Jaewoong Cho, Changho Suh
2019 J jnl
Wasserstein GAN Can Perform PCA.
CoRR
Jaewoong Cho, Changho Suh
2018 J jnl
A Relay Can Increase Degrees of Freedom in Bursty Interference Networks.
IEEE Trans. Inf. Theory
Sunghyun Kim, I-Hsiang Wang, Changho Suh
2018 — conf
Alternating Autoencoders for Matrix Completion.
DSW
Kiwon Lee, Yong Hoon Lee, Changho Suh
2018 A* conf
Binary Rating Estimation with Graph Side Information.
NeurIPS
Kwangjun Ahn, Kangwook Lee, Hyunseung Cha, Changho Suh
2018 B conf
Hierarchical Coding for Distributed Computing.
ISIT
Hyegyeong Park, Kangwook Lee, Jy-yong Sohn, Changho Suh, Jaekyun Moon
2018 J jnl
Hierarchical Coding for Distributed Computing.
CoRR
Hyegyeong Park, Kangwook Lee, Jy-yong Sohn, Changho Suh, Jaekyun Moon
2018 J jnl
Hypergraph Spectral Clustering in the Weighted Stochastic Block Model.
CoRR
Kwangjun Ahn, Kangwook Lee, Changho Suh
2018 J jnl
Hypergraph Spectral Clustering in the Weighted Stochastic Block Model.
IEEE J. Sel. Top. Signal Process.
Kwangjun Ahn, Kangwook Lee, Changho Suh
2018 — conf
On the Joint Recovery of Community Structure and Community Features.
Allerton
Jisang Yoon, Kangwook Lee, Changho Suh
2018 — conf
SGD on Random Mixtures: Private Machine Learning under Data Breach Threats.
ICLR (Workshop)
Kangwook Lee, Kyungmin Lee, Hoon Kim, Changho Suh, Kannan Ramchandran
2018 — conf
Simulated+Unsupervised Learning With Adaptive Data Generation and Bidirectional Mappings.
ICLR (Poster)
Kangwook Lee, Hoon Kim, Changho Suh
2018 J jnl
Top-K Rank Aggregation From M-Wise Comparisons.
IEEE J. Sel. Top. Signal Process.
Minje Jang, Sunghyun Kim, Changho Suh
2018 J jnl
Two-Way Interference Channel Capacity: How to Have the Cake and Eat It Too.
IEEE Trans. Inf. Theory
Changho Suh, Jaewoong Cho, David Tse
2018 J jnl
Two-way Function Computation.
CoRR
Seiyun Shin, Changho Suh
2017 A* conf
Active Learning for Top-K Rank Aggregation from Noisy Comparisons.
ICML
Soheil Mohajer, Changho Suh, Adel M. Elmahdy
2017 J jnl
Adversarial Top-K Ranking.
IEEE Trans. Inf. Theory
Changho Suh, Vincent Y. F. Tan, Renbo Zhao
2017 — conf
Capacity of a two-way function multicast channel.
Allerton
Seiyun Shin, Changho Suh
2017 B conf
Coding across heterogeneous parallel erasure broadcast channels is useful.
ISIT
Sunghyun Kim, Soheil Mohajer, Changho Suh
2017 J jnl
Community Recovery in Hypergraphs.
CoRR
Kwangjun Ahn, Kangwook Lee, Changho Suh
2017 B conf
High-dimensional coded matrix multiplication.
ISIT
Kangwook Lee, Changho Suh, Kannan Ramchandran
2017 B conf
Information-theoretic limits of subspace clustering.
ISIT
Kwangjun Ahn, Kangwook Lee, Changho Suh
2017 — conf
Matrix sparsification for coded matrix multiplication.
Allerton
Geewon Suh, Kangwook Lee, Changho Suh
2017 J jnl
Opportunistic Downlink Interference Alignment for Multi-Cell MIMO Networks.
CoRR
Hyun Jong Yang, Won-Yong Shin, Bang Chul Jung, Changho Suh, Arogyaswami Paulraj
2017 J jnl
Opportunistic Downlink Interference Alignment for Multi-Cell MIMO Networks.
IEEE Trans. Wirel. Commun.
Hyun Jong Yang, Won-Yong Shin, Bang Chul Jung, Changho Suh, Arogyaswami Paulraj
2017 — conf
Optimal Sample Complexity of M-wise Data for Top-K Ranking.
NIPS
Minje Jang, Sunghyun Kim, Changho Suh, Sewoong Oh
2017 — conf
Reconciliation with polar codes constructed using Gaussian approximation for long-distance continuous-variable quantum key distribution.
ICTC
Yongseen Kim, Changho Suh, June-Koo Kevin Rhee
2017 J jnl
Two-Way Interference Channel Capacity: How to Have the Cake and Eat it Too.
CoRR
Changho Suh, Jaewoong Cho, David Tse
2017 B conf
Two-way interference channel capacity: How to have the cake and eat it too.
ISIT
Changho Suh, Jaewoong Cho, David Tse
2017 J jnl
Understanding GANs: the LQG Setting.
CoRR
Soheil Feizi, Changho Suh, Fei Xia, David Tse
2016 — conf
Active top-K ranking from noisy comparisons.
Allerton
Soheil Mohajer, Changho Suh
2016 J jnl
Adversarial Top-$K$ Ranking.
CoRR
Changho Suh, Vincent Y. F. Tan, Renbo Zhao
2016 A* conf
Community Recovery in Graphs with Locality.
ICML
Yuxin Chen, Govinda M. Kamath, Changho Suh, David Tse
2016 J jnl
Community Recovery in Graphs with Locality.
CoRR
Yuxin Chen, Govinda M. Kamath, Changho Suh, David N. C. Tse
2016 — conf
Community recovery in hypergraphs.
Allerton
Kwangjun Ahn, Kangwook Lee, Changho Suh
2016 J jnl
Computation in Multicast Networks: Function Alignment and Converse Theorems.
IEEE Trans. Inf. Theory
Changho Suh, Naveen Goela, Michael Gastpar
2016 J jnl
Degrees of Freedom of Uplink-Downlink Multiantenna Cellular Networks.
IEEE Trans. Inf. Theory
Sang-Woon Jeon, Changho Suh
2016 J jnl
Information Recovery From Pairwise Measurements.
IEEE Trans. Inf. Theory
Yuxin Chen, Changho Suh, Andrea J. Goldsmith
2016 J jnl
Role of a Relay in Bursty Multiple Access Channels.
CoRR
Sunghyun Kim, Soheil Mohajer, Changho Suh
2016 B conf
Role of a relay in bursty networks with correlated transmissions.
ISIT
Sunghyun Kim, Soheil Mohajer, Changho Suh
2016 B conf
To feedback or not to feedback.
ISIT
Changho Suh, David Tse, Jaewoong Cho
2016 J jnl
Top-K Ranking from Pairwise Comparisons: When Spectral Ranking is Optimal.
CoRR
Minje Jang, Sunghyun Kim, Changho Suh, Sewoong Oh
2015 J jnl
A Relay Can Increase Degrees of Freedom in Bursty Interference Networks.
CoRR
Sunghyun Kim, I-Hsiang Wang, Changho Suh
2015 B conf
A relay can increase degrees of freedom in bursty mimo interference networks.
ISIT
Sunghyun Kim, I-Hsiang Wang, Changho Suh
2015 J jnl
Degrees of Freedom of the Rank-Deficient Interference Channel With Feedback.
IEEE Trans. Inf. Theory
Sung Ho Chae, Changho Suh, Sae-Young Chung
2015 — conf
Degrees of freedom of bursty multiple access channels with a relay.
Allerton
Sunghyun Kim, Changho Suh
2015 J jnl
Euclidean Information Theory of Networks.
CoRR
Shao-Lun Huang, Changho Suh, Lizhong Zheng
2015 J jnl
Euclidean Information Theory of Networks.
IEEE Trans. Inf. Theory
Shao-Lun Huang, Changho Suh, Lizhong Zheng
2015 J jnl
Information Recovery from Pairwise Measurements: A Shannon-Theoretic Approach.
CoRR
Yuxin Chen, Changho Suh, Andrea J. Goldsmith
2015 B conf
Information recovery from pairwise measurements: A shannon-theoretic approach.
ISIT
Yuxin Chen, Changho Suh, Andrea J. Goldsmith
2015 J jnl
Spectral MLE: Top-$K$ Rank Aggregation from Pairwise Comparisons.
CoRR
Yuxin Chen, Changho Suh
2015 A* conf
Spectral MLE: Top-K Rank Aggregation from Pairwise Comparisons.
ICML
Yuxin Chen, Changho Suh
2015 — conf
Top-K ranking: An information-theoretic perspective.
ITW Fall
Yuxin Chen, Changho Suh
2014 J jnl
Degrees of Freedom of Uplink-Downlink Multiantenna Cellular Networks.
CoRR
Sang-Woon Jeon, Changho Suh
2014 B conf
Degrees of freedom of uplink-downlink multiantenna cellular networks.
ISIT
Sang-Woon Jeon, Changho Suh
2014 J jnl
Information Theory of Matrix Completion.
CoRR
Changho Suh
2014 J jnl
Linear Degrees of Freedom of the $X$ -Channel With Delayed CSIT.
IEEE Trans. Inf. Theory
Sina Lashgari, Amir Salman Avestimehr, Changho Suh
2014 B conf
Opportunistic downlink interference alignment.
ISIT
Hyun Jong Yang, Won-Yong Shin, Bang Chul Jung, Changho Suh, Arogyaswami Paulraj
2014 Misc conf
Opportunistic interference alignment for MIMO interfering broadcast channels.
ICASSP
Hyun Jong Yang, Won-Yong Shin, Bang Chul Jung, Changho Suh
2014 — conf
Two-way function computation.
Allerton
Seiyun Shin, Changho Suh
2013 J jnl
A New Achievable Scheme for Interference Relay Channels
CoRR
Byungjun Kang, Si-Hyeon Lee, Sae-Young Chung, Changho Suh
2013 B conf
A new achievable scheme for interference relay channels.
ISIT
Byungjun Kang, Si-Hyeon Lee, Sae-Young Chung, Changho Suh
2013 — conf
A rank ratio inequality and the linear degrees of freedom of X-channel with delayed CSIT.
Allerton
Sina Lashgari, Amir Salman Avestimehr, Changho Suh
2013 J jnl
Asymptotic Interference Alignment for Optimal Repair of MDS Codes in Distributed Storage.
IEEE Trans. Inf. Theory
Viveck R. Cadambe, Syed Ali Jafar, Hamed Maleki, Kannan Ramchandran, Changho Suh
2013 B conf
Bursty interference channel with feedback.
ISIT
I-Hsiang Wang, Changho Suh, Suhas N. Diggavi, Pramod Viswanath
2013 J jnl
Degrees of Freedom of the Rank-deficient Interference Channel with Feedback.
CoRR
Sung Ho Chae, Changho Suh, Sae-Young Chung
2013 — conf
Degrees of freedom of the MIMO rank-deficient interference channel with feedback.
Allerton
Sung Ho Chae, Changho Suh, Sae-Young Chung
2013 B conf
Euclidean information theory of networks.
ISIT
Shao-Lun Huang, Changho Suh, Lizhong Zheng
2013 B conf
Feedback can increase the degrees of freedom of the rank-deficient interference channel.
ISIT
Sung Ho Chae, Changho Suh, Sae-Young Chung
2013 B conf
Interactive function computation.
ISIT
Changho Suh, Michael Gastpar
2013 J jnl
Linear Degrees of Freedom of the X-Channel with Delayed CSIT.
CoRR
Sina Lashgari, Amir Salman Avestimehr, Changho Suh
2013 — conf
Network decomposition for function computation.
SPAWC
Changho Suh, Michael Gastpar
2013 J jnl
Opportunistic Downlink Interference Alignment.
CoRR
Hyun Jong Yang, Won-Yong Shin, Bang Chul Jung, Changho Suh, Arogyaswami Paulraj
2012 J jnl
Approximate Feedback Capacity of the Gaussian Multicast Channel
CoRR
Changho Suh, Naveen Goela, Michael Gastpar
2012 B conf
Approximate feedback capacity of the Gaussian multicast channel.
ISIT
Changho Suh, Naveen Goela, Michael Gastpar
2012 J jnl
Computation in Multicast Networks: Function Alignment and Converse Theorems
CoRR
Changho Suh, Michael Gastpar, Naveen Goela
2012 — conf
Computation in multicast networks: Function alignment and converse theorems.
Allerton Conference
Changho Suh, Naveen Goela, Michael Gastpar
2012 B conf
Feedback in the K-user interference channel.
ISIT
Dimitris S. Papailiopoulos, Changho Suh, Alexandros G. Dimakis
2012 — conf
Feedback increases the degrees of freedom of two unicast Gaussian networks.
Allerton Conference
I-Hsiang Wang, Changho Suh
2012 J jnl
Interference Channels With Rate-Limited Feedback.
IEEE Trans. Inf. Theory
Alireza Vahid, Changho Suh, Amir Salman Avestimehr
2012 B conf
Network coding with computation alignment.
ITW
Naveen Goela, Changho Suh, Michael Gastpar
2012 J jnl
Two-way Interference Channels
CoRR
Changho Suh, I-Hsiang Wang, David Tse
2012 B conf
Two-way interference channels.
ISIT
Changho Suh, I-Hsiang Wang, David Tse
2011 J jnl
A Survey on Network Codes for Distributed Storage.
Proc. IEEE
Alexandros G. Dimakis, Kannan Ramchandran, Yunnan Wu, Changho Suh
2011 J jnl
Downlink Interference Alignment.
IEEE Trans. Commun.
Changho Suh, Minnie Ho, David N. C. Tse
2011 J jnl
Exact-Repair MDS Code Construction Using Interference Alignment.
IEEE Trans. Inf. Theory
Changho Suh, Kannan Ramchandran
2011 J jnl
Feedback Capacity of the Gaussian Interference Channel to Within 2 Bits.
IEEE Trans. Inf. Theory
Changho Suh, David Tse
2011 — —
Feedback and Interference Alignment in Networks.
Changho Suh
2011 J jnl
Interference Channels with Rate-Limited Feedback
CoRR
Alireza Vahid, Changho Suh, Amir Salman Avestimehr
2010 J jnl
A Survey on Network Codes for Distributed Storage
CoRR
Alexandros G. Dimakis, Kannan Ramchandran, Yunnan Wu, Changho Suh
2010 J jnl
Downlink Interference Alignment
CoRR
Changho Suh, Minnie Ho, David Tse
2010 B conf
Downlink Interference Alignment.
GLOBECOM
Changho Suh, Minnie Ho, David Tse
2010 J jnl
Exact Regeneration Codes for Distributed Storage Repair Using Interference Alignment
CoRR
Changho Suh, Kannan Ramchandran
2010 B conf
Exact-repair MDS codes for distributed storage using interference alignment.
ISIT
Changho Suh, Kannan Ramchandran
2010 J jnl
Feedback Capacity of the Gaussian Interference Channel to within 2 Bits
CoRR
Changho Suh, David Tse
2010 J jnl
On the Existence of Optimal Exact-Repair MDS Codes for Distributed Storage
CoRR
Changho Suh, Kannan Ramchandran
2009 J jnl
Feedback Capacity of the Gaussian Interference Channel to Within 1.7075 Bits: the Symmetric Case
CoRR
Changho Suh, David Tse
2009 B conf
Symmetric feedback capacity of the Gaussian interference channel to within one bit.
ISIT
Changho Suh, David Tse
2008 — conf
Interference Alignment for Cellular Networks.
Allerton
Changho Suh, David Tse
2008 J jnl
Resource Allocation for Multicast Services in Multicarrier Wireless Communications.
IEEE Trans. Wirel. Commun.
Changho Suh, Jeonghoon Mo
2006 J jnl
Designing training sequences for carrier frequency estimation in frequency-selective channels.
IEEE Trans. Veh. Technol.
Young-Doo Kim, Jae Kun Lim, Changho Suh, Yong Hoon Lee
2006 A* conf
Resource Allocation for Multicast Services in Multicarrier Wireless Communications.
INFOCOM
Changho Suh, Jeonghoon Mo
2004 B conf
Adaptive spatial modulation for MIMO-OFDM.
WCNC
Chan-Byoung Chae, Marcos Katz, Changho Suh, Hongsil Jeong
2004 B conf
Channel estimation technique for mitigating ICI in MIMO-OFDM cellular systems.
GLOBECOM
Changho Suh, Chan-Soo Hwang
2004 B conf
Dynamic subchannel and bit allocation multicast OFDM systems.
PIMRC
Changho Suh, Chan-Soo Hwang
2004 — conf
Orthogonal frequency division multiple access with an aggregated sub-channel structure and statistical channel quality measurement.
VTC Fall (2)
Seokhyun Yoon, Changho Suh, Youngkwon Cho, D. S. Park
2004 B conf
Recursive construction of Golay sequences.
ISIT
Changho Suh, Chan-Soo Hwang
2003 B conf
Comparative study of time-domain and frequency-domain channel estimation in MIMO-OFDM systems.
PIMRC
Changho Suh, Chan-Soo Hwang, Hokyu Choi
2003 B conf
Preamble design for channel estimation in MIMO-OFDM systems.
GLOBECOM
Changho Suh, Chan-Soo Hwang, Hokyu Choi
2002 — conf
Carrier frequency estimation for transmissions with antenna diversity.
VTC Spring
Young-Doo Kim, Jae Kun Lim, Changho Suh, Eui-Rim Jeong, Yong Hoon Lee