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2020 – today
- 2022
[i39]Adel M. Elmahdy, Junhyung Ahn, Changho Suh, Soheil Mohajer:
Matrix Completion with Hierarchical Graph Side Information. CoRR abs/2201.01728 (2022)- 2021
- [j26]Hoon Kim, Kangwook Lee, Gyeongjo Hwang, Changho Suh
:
Predicting vehicle collisions using data collected from video games. Mach. Vis. Appl. 32(4): 93 (2021) - [j25]Sunghyun Kim, Soheil Mohajer, Changho Suh:
On the Sum Capacity of Dual-Class Parallel Packet-Erasure Broadcast Channels. IEEE Trans. Commun. 69(4): 2271-2289 (2021) - [j24]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: 917-931 (2021) - [c69]Yuji Roh, Kangwook Lee, Steven Euijong Whang, Changho Suh:
FairBatch: Batch Selection for Model Fairness. ICLR 2021 - [c68]Geewon Suh, Sangwoo Jeon, Changho Suh:
When to Use Graph Side Information in Matrix Completion. ISIT 2021: 2113-2118 - [c67]Yuji Roh, Kangwook Lee, Steven Whang, Changho Suh:
Sample Selection for Fair and Robust Training. NeurIPS 2021: 815-827 - [c66]Sunghyun Kim, Minje Jang, Changho Suh:
Group Match Prediction via Neural Networks (Long paper). KaRS/ComplexRec@RecSys 2021 - [i38]Junhyung Ahn, Adel M. Elmahdy, Soheil Mohajer, Changho Suh:
On the Fundamental Limits of Matrix Completion: Leveraging Hierarchical Similarity Graphs. CoRR abs/2109.05408 (2021) - [i37]Yuji Roh, Kangwook Lee, Steven Euijong Whang, Changho Suh:
Sample Selection for Fair and Robust Training. CoRR abs/2110.14222 (2021) - 2020
- [j23]Seiyun Shin, Changho Suh:
Two-Way Function Computation. IEEE Trans. Inf. Theory 66(2): 813-834 (2020) - [c65]Mingeun Kang, Kiwon Lee, Yong H. Lee, Changho Suh:
Autoencoder-Based Graph Construction for Semi-supervised Learning. ECCV (24) 2020: 500-517 - [c64]Yuji Roh, Kangwook Lee, Steven Whang, Changho Suh:
FR-Train: A Mutual Information-Based Approach to Fair and Robust Training. ICML 2020: 8147-8157 - [c63]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: 2480-2485 - [c62]Jaewoong Cho, Gyeongjo Hwang, Changho Suh:
A Fair Classifier Using Mutual Information. ISIT 2020: 2521-2526 - [c61]Jaewoong Cho, Gyeongjo Hwang, Changho Suh:
A Fair Classifier Using Kernel Density Estimation. NeurIPS 2020 - [c60]Adel M. Elmahdy, Junhyung Ahn, Changho Suh, Soheil Mohajer:
Matrix Completion with Hierarchical Graph Side Information. NeurIPS 2020 - [c59]Kangwook Lee, Changho Suh, Kannan Ramchandran:
Reprogramming GANs via Input Noise Design. ECML/PKDD (2) 2020: 256-271 - [i36]Yuji Roh, Kangwook Lee, Steven Euijong Whang, Changho Suh:
FR-Train: A mutual information-based approach to fair and robust training. CoRR abs/2002.10234 (2020) - [i35]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 abs/2006.04373 (2020) - [i34]Yuji Roh, Kangwook Lee, Steven Euijong Whang, Changho Suh:
FairBatch: Batch Selection for Model Fairness. CoRR abs/2012.01696 (2020)
2010 – 2019
- 2019
- [j22]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): 73 (2019) - [j21]Kwangjun Ahn, Kangwook Lee, Changho Suh:
Community Recovery in Hypergraphs. IEEE Trans. Inf. Theory 65(10): 6561-6579 (2019) - [c58]Hoon Kim, Kangwook Lee, Gyeongjo Hwang, Changho Suh:
Crash to Not Crash: Learn to Identify Dangerous Vehicles Using a Simulator. AAAI 2019: 978-985 - [c57]Jaewoong Cho, Changho Suh:
Wasserstein GAN Can Perform PCA. Allerton 2019: 895-901 - [c56]Kangwook Lee, Hoon Kim, Kyungmin Lee, Changho Suh, Kannan Ramchandran:
Synthesizing Differentially Private Datasets using Random Mixing. ISIT 2019: 542-546 - [i33]Jaewoong Cho, Changho Suh:
Wasserstein GAN Can Perform PCA. CoRR abs/1902.09073 (2019) - [i32]Qiaosheng Eric Zhang, Vincent Y. F. Tan, Changho Suh:
Community Detection and Matrix Completion with Two-Sided Graph Side-Information. CoRR abs/1912.04099 (2019) - 2018
- [j20]Kwangjun Ahn, Kangwook Lee, Changho Suh:
Hypergraph Spectral Clustering in the Weighted Stochastic Block Model. IEEE J. Sel. Top. Signal Process. 12(5): 959-974 (2018) - [j19]Minje Jang, Sunghyun Kim, Changho Suh:
Top-K Rank Aggregation From M-Wise Comparisons. IEEE J. Sel. Top. Signal Process. 12(5): 989-1004 (2018) - [j18]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): 4259-4281 (2018) - [j17]Sunghyun Kim, I-Hsiang Wang, Changho Suh:
A Relay Can Increase Degrees of Freedom in Bursty Interference Networks. IEEE Trans. Inf. Theory 64(6): 4581-4593 (2018) - [c55]Jisang Yoon, Kangwook Lee, Changho Suh:
On the Joint Recovery of Community Structure and Community Features. Allerton 2018: 686-694 - [c54]Kiwon Lee, Yong Hoon Lee, Changho Suh:
Alternating Autoencoders for Matrix Completion. DSW 2018: 130-134 - [c53]Kangwook Lee, Hoon Kim, Changho Suh:
Simulated+Unsupervised Learning With Adaptive Data Generation and Bidirectional Mappings. ICLR (Poster) 2018 - [c52]Kangwook Lee, Kyungmin Lee, Hoon Kim, Changho Suh, Kannan Ramchandran:
SGD on Random Mixtures: Private Machine Learning under Data Breach Threats. ICLR (Workshop) 2018 - [c51]Hyegyeong Park, Kangwook Lee, Jy-yong Sohn, Changho Suh, Jaekyun Moon:
Hierarchical Coding for Distributed Computing. ISIT 2018: 1630-1634 - [c50]Kwangjun Ahn, Kangwook Lee, Hyunseung Cha, Changho Suh:
Binary Rating Estimation with Graph Side Information. NeurIPS 2018: 4277-4288 - [i31]Hyegyeong Park, Kangwook Lee, Jy-yong Sohn, Changho Suh, Jaekyun Moon:
Hierarchical Coding for Distributed Computing. CoRR abs/1801.04686 (2018) - [i30]Kwangjun Ahn, Kangwook Lee, Changho Suh:
Hypergraph Spectral Clustering in the Weighted Stochastic Block Model. CoRR abs/1805.08956 (2018) - [i29]Seiyun Shin, Changho Suh:
Two-way Function Computation. CoRR abs/1810.09663 (2018) - 2017
- [j16]Changho Suh, Vincent Y. F. Tan, Renbo Zhao:
Adversarial Top-K Ranking. IEEE Trans. Inf. Theory 63(4): 2201-2225 (2017) - [j15]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): 1533-1548 (2017) - [c49]Seiyun Shin, Changho Suh:
Capacity of a two-way function multicast channel. Allerton 2017: 125-133 - [c48]Geewon Suh, Kangwook Lee, Changho Suh:
Matrix sparsification for coded matrix multiplication. Allerton 2017: 1271-1278 - [c47]Soheil Mohajer, Changho Suh, Adel M. Elmahdy:
Active Learning for Top-K Rank Aggregation from Noisy Comparisons. ICML 2017: 2488-2497 - [c46]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: 301-306 - [c45]Changho Suh, Jaewoong Cho, David Tse:
Two-way interference channel capacity: How to have the cake and eat it too. ISIT 2017: 634-638 - [c44]Sunghyun Kim, Soheil Mohajer, Changho Suh:
Coding across heterogeneous parallel erasure broadcast channels is useful. ISIT 2017: 1883-1887 - [c43]Kangwook Lee, Changho Suh, Kannan Ramchandran:
High-dimensional coded matrix multiplication. ISIT 2017: 2418-2422 - [c42]Kwangjun Ahn, Kangwook Lee, Changho Suh:
Information-theoretic limits of subspace clustering. ISIT 2017: 2473-2477 - [c41]Minje Jang, Sunghyun Kim, Changho Suh, Sewoong Oh:
Optimal Sample Complexity of M-wise Data for Top-K Ranking. NIPS 2017: 1686-1696 - [i28]Hyun Jong Yang, Won-Yong Shin, Bang Chul Jung, Changho Suh, Arogyaswami Paulraj:
Opportunistic Downlink Interference Alignment for Multi-Cell MIMO Networks. CoRR abs/1701.01625 (2017) - [i27]Changho Suh, Jaewoong Cho, David Tse:
Two-Way Interference Channel Capacity: How to Have the Cake and Eat it Too. CoRR abs/1709.00675 (2017) - [i26]Kwangjun Ahn, Kangwook Lee, Changho Suh:
Community Recovery in Hypergraphs. CoRR abs/1709.03670 (2017) - [i25]Soheil Feizi, Changho Suh, Fei Xia, David Tse:
Understanding GANs: the LQG Setting. CoRR abs/1710.10793 (2017) - 2016
- [j14]Changho Suh, Naveen Goela, Michael Gastpar:
Computation in Multicast Networks: Function Alignment and Converse Theorems. IEEE Trans. Inf. Theory 62(4): 1866-1877 (2016) - [j13]Sang-Woon Jeon, Changho Suh:
Degrees of Freedom of Uplink-Downlink Multiantenna Cellular Networks. IEEE Trans. Inf. Theory 62(8): 4589-4603 (2016) - [j12]Yuxin Chen, Changho Suh, Andrea J. Goldsmith:
Information Recovery From Pairwise Measurements. IEEE Trans. Inf. Theory 62(10): 5881-5905 (2016) - [c40]Kwangjun Ahn, Kangwook Lee, Changho Suh:
Community recovery in hypergraphs. Allerton 2016: 657-663 - [c39]Soheil Mohajer, Changho Suh:
Active top-K ranking from noisy comparisons. Allerton 2016: 875-882 - [c38]Yuxin Chen, Govinda M. Kamath, Changho Suh, David Tse:
Community Recovery in Graphs with Locality. ICML 2016: 689-698 - [c37]Changho Suh, David Tse, Jaewoong Cho:
To feedback or not to feedback. ISIT 2016: 290-294 - [c36]Sunghyun Kim, Soheil Mohajer, Changho Suh:
Role of a relay in bursty networks with correlated transmissions. ISIT 2016: 2639-2643 - [i24]Yuxin Chen, Govinda M. Kamath, Changho Suh, David N. C. Tse:
Community Recovery in Graphs with Locality. CoRR abs/1602.03828 (2016) - [i23]Changho Suh, Vincent Y. F. Tan, Renbo Zhao:
Adversarial Top-$K$ Ranking. CoRR abs/1602.04567 (2016) - [i22]Minje Jang, Sunghyun Kim, Changho Suh, Sewoong Oh:
Top-K Ranking from Pairwise Comparisons: When Spectral Ranking is Optimal. CoRR abs/1603.04153 (2016) - [i21]Sunghyun Kim, Soheil Mohajer, Changho Suh:
Role of a Relay in Bursty Multiple Access Channels. CoRR abs/1604.04961 (2016) - 2015
- [j11]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): 3326-3338 (2015) - [j10]Shao-Lun Huang, Changho Suh, Lizhong Zheng:
Euclidean Information Theory of Networks. IEEE Trans. Inf. Theory 61(12): 6795-6814 (2015) - [c35]Sunghyun Kim, Changho Suh:
Degrees of freedom of bursty multiple access channels with a relay. Allerton 2015: 322-328 - [c34]Yuxin Chen, Changho Suh:
Spectral MLE: Top-K Rank Aggregation from Pairwise Comparisons. ICML 2015: 371-380 - [c33]Sunghyun Kim, I-Hsiang Wang, Changho Suh:
A relay can increase degrees of freedom in bursty mimo interference networks. ISIT 2015: 1059-1063 - [c32]Yuxin Chen, Changho Suh, Andrea J. Goldsmith:
Information recovery from pairwise measurements: A shannon-theoretic approach. ISIT 2015: 2336-2340 - [c31]Yuxin Chen, Changho Suh:
Top-K ranking: An information-theoretic perspective. ITW Fall 2015: 212-213 - [i20]Yuxin Chen, Changho Suh, Andrea J. Goldsmith:
Information Recovery from Pairwise Measurements: A Shannon-Theoretic Approach. CoRR abs/1504.01369 (2015) - [i19]Yuxin Chen, Changho Suh:
Spectral MLE: Top-$K$ Rank Aggregation from Pairwise Comparisons. CoRR abs/1504.07218 (2015) - [i18]Shao-Lun Huang, Changho Suh, Lizhong Zheng:
Euclidean Information Theory of Networks. CoRR abs/1505.04673 (2015) - [i17]Sunghyun Kim, I-Hsiang Wang, Changho Suh:
A Relay Can Increase Degrees of Freedom in Bursty Interference Networks. CoRR abs/1505.04679 (2015) - 2014
- [j9]Sina Lashgari, Amir Salman Avestimehr, Changho Suh:
Linear Degrees of Freedom of the $X$ -Channel With Delayed CSIT. IEEE Trans. Inf. Theory 60(4): 2180-2189 (2014) - [c30]Seiyun Shin, Changho Suh:
Two-way function computation. Allerton 2014: 1309-1316 - [c29]Hyun Jong Yang, Won-Yong Shin, Bang Chul Jung, Changho Suh:
Opportunistic interference alignment for MIMO interfering broadcast channels. ICASSP 2014: 2425-2429 - [c28]Hyun Jong Yang, Won-Yong Shin, Bang Chul Jung, Changho Suh, Arogyaswami Paulraj:
Opportunistic downlink interference alignment. ISIT 2014: 1588-1592 - [c27]Sang-Woon Jeon, Changho Suh:
Degrees of freedom of uplink-downlink multiantenna cellular networks. ISIT 2014: 1593-1597 - [i16]Changho Suh:
Information Theory of Matrix Completion. CoRR abs/1402.4225 (2014) - [i15]Sang-Woon Jeon, Changho Suh:
Degrees of Freedom of Uplink-Downlink Multiantenna Cellular Networks. CoRR abs/1404.6012 (2014) - 2013
- [j8]Viveck R. Cadambe, Syed Ali Jafar, Hamed Maleki, Kannan Ramchandran, Changho Suh:
Asymptotic Interference Alignment for Optimal Repair of MDS Codes in Distributed Storage. IEEE Trans. Inf. Theory 59(5): 2974-2987 (2013) - [c26]Sina Lashgari, Amir Salman Avestimehr, Changho Suh:
A rank ratio inequality and the linear degrees of freedom of X-channel with delayed CSIT. Allerton 2013: 218-225 - [c25]Sung Ho Chae, Changho Suh, Sae-Young Chung:
Degrees of freedom of the MIMO rank-deficient interference channel with feedback. Allerton 2013: 1159-1165 - [c24]I-Hsiang Wang, Changho Suh, Suhas N. Diggavi, Pramod Viswanath:
Bursty interference channel with feedback. ISIT 2013: 21-25 - [c23]Sung Ho Chae, Changho Suh, Sae-Young Chung:
Feedback can increase the degrees of freedom of the rank-deficient interference channel. ISIT 2013: 36-40 - [c22]Shao-Lun Huang, Changho Suh, Lizhong Zheng:
Euclidean information theory of networks. ISIT 2013: 794-798 - [c21]Changho Suh, Michael Gastpar:
Interactive function computation. ISIT 2013: 2329-2333 - [c20]Byungjun Kang, Si-Hyeon Lee, Sae-Young Chung, Changho Suh:
A new achievable scheme for interference relay channels. ISIT 2013: 2419-2423 - [c19]Changho Suh, Michael Gastpar:
Network decomposition for function computation. SPAWC 2013: 340-344 - [i14]Byungjun Kang, Si-Hyeon Lee, Sae-Young Chung, Changho Suh:
A New Achievable Scheme for Interference Relay Channels. CoRR abs/1303.1095 (2013) - [i13]Sung Ho Chae, Changho Suh, Sae-Young Chung:
Degrees of Freedom of the Rank-deficient Interference Channel with Feedback. CoRR abs/1307.1461 (2013) - [i12]Sina Lashgari, Amir Salman Avestimehr, Changho Suh:
Linear Degrees of Freedom of the X-Channel with Delayed CSIT. CoRR abs/1309.0799 (2013) - [i11]Hyun Jong Yang, Won-Yong Shin, Bang Chul Jung, Changho Suh, Arogyaswami Paulraj:
Opportunistic Downlink Interference Alignment. CoRR abs/1312.7198 (2013) - 2012
- [j7]Alireza Vahid, Changho Suh, Amir Salman Avestimehr:
Interference Channels With Rate-Limited Feedback. IEEE Trans. Inf. Theory 58(5): 2788-2812 (2012) - [c18]Changho Suh, Naveen Goela, Michael Gastpar:
Computation in multicast networks: Function alignment and converse theorems. Allerton Conference 2012: 1049-1056 - [c17]I-Hsiang Wang, Changho Suh:
Feedback increases the degrees of freedom of two unicast Gaussian networks. Allerton Conference 2012: 1850-1855 - [c16]Changho Suh, I-Hsiang Wang, David Tse:
Two-way interference channels. ISIT 2012: 2801-2805 - [c15]Changho Suh, Naveen Goela, Michael Gastpar:
Approximate feedback capacity of the Gaussian multicast channel. ISIT 2012: 2909-2913 - [c14]Dimitris S. Papailiopoulos, Changho Suh, Alexandros G. Dimakis:
Feedback in the K-user interference channel. ISIT 2012: 3130-3134 - [c13]Naveen Goela, Changho Suh, Michael Gastpar:
Network coding with computation alignment. ITW 2012: 507-511 - [i10]Changho Suh, I-Hsiang Wang, David Tse:
Two-way Interference Channels. CoRR abs/1202.5014 (2012) - [i9]Changho Suh, Naveen Goela, Michael Gastpar:
Approximate Feedback Capacity of the Gaussian Multicast Channel. CoRR abs/1205.4168 (2012) - [i8]Changho Suh, Michael Gastpar, Naveen Goela:
Computation in Multicast Networks: Function Alignment and Converse Theorems. CoRR abs/1209.3358 (2012) - 2011
- [b1]Changho Suh:
Feedback and Interference Alignment in Networks. University of California, Berkeley, USA, 2011 - [j6]Alexandros G. Dimakis, Kannan Ramchandran, Yunnan Wu, Changho Suh:
A Survey on Network Codes for Distributed Storage. Proc. IEEE 99(3): 476-489 (2011) - [j5]Changho Suh, Minnie Ho, David N. C. Tse:
Downlink Interference Alignment. IEEE Trans. Commun. 59(9): 2616-2626 (2011) - [j4]Changho Suh, Kannan Ramchandran:
Exact-Repair MDS Code Construction Using Interference Alignment. IEEE Trans. Inf. Theory 57(3): 1425-1442 (2011) - [j3]Changho Suh, David Tse:
Feedback Capacity of the Gaussian Interference Channel to Within 2 Bits. IEEE Trans. Inf. Theory 57(5): 2667-2685 (2011) - [i7]Alireza Vahid, Changho Suh, Amir Salman Avestimehr:
Interference Channels with Rate-Limited Feedback. CoRR abs/1103.5426 (2011) - 2010
- [c12]Changho Suh, Minnie Ho, David Tse:
Downlink Interference Alignment. GLOBECOM 2010: 1-5 - [c11]Changho Suh, Kannan Ramchandran:
Exact-repair MDS codes for distributed storage using interference alignment. ISIT 2010: 161-165 - [i6]Changho Suh, Kannan Ramchandran:
Exact Regeneration Codes for Distributed Storage Repair Using Interference Alignment. CoRR abs/1001.0107 (2010) - [i5]Changho Suh, Minnie Ho, David Tse:
Downlink Interference Alignment. CoRR abs/1003.3707 (2010) - [i4]Alexandros G. Dimakis, Kannan Ramchandran, Yunnan Wu, Changho Suh:
A Survey on Network Codes for Distributed Storage. CoRR abs/1004.4438 (2010) - [i3]Changho Suh, Kannan Ramchandran:
On the Existence of Optimal Exact-Repair MDS Codes for Distributed Storage. CoRR abs/1004.4663 (2010) - [i2]Changho Suh, David Tse:
Feedback Capacity of the Gaussian Interference Channel to within 2 Bits. CoRR abs/1005.3338 (2010)
2000 – 2009
- 2009
- [c10]Changho Suh, David Tse:
Symmetric feedback capacity of the Gaussian interference channel to within one bit. ISIT 2009: 1609-1613 - [i1]Changho Suh, David Tse:
Feedback Capacity of the Gaussian Interference Channel to Within 1.7075 Bits: the Symmetric Case. CoRR abs/0901.3580 (2009) - 2008
- [j2]Changho Suh, Jeonghoon Mo:
Resource Allocation for Multicast Services in Multicarrier Wireless Communications. IEEE Trans. Wirel. Commun. 7(1): 27-31 (2008) - 2006
- [j1]Young-Doo Kim,