Changho Suh
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Ewon Associate Professor Room 912, N1 building +82-42-350-7429 |
News
(Sep. 2017) A paper accepted in NIPS:
M. Jang, S. Kim, C. Suh and S. Oh, “Optimal sample complexity of M-wise data for top-K ranking”
(Sep. 2017) Two papers submitted to IT:
C. Suh, J. Cho and D. Tse, “Two-way interference channel capacity: How to have the cake and eat it too”
K. Ahn, K. Lee and C. Suh, “Community recovery in hypergraphs”
(Aug. 2017) Two papers accepted in Allerton:
S. Shin and C. Suh, “Capacity of a two-way function multicast channel”
G. Suh, K. Lee and C. Suh, “Matrix sparsification for coded matrix multiplication”
(July 2017) A paper accepted in ICML Workshop:
K. Lee, H. Kim and C. Suh, “Crash to not crash: Playing video games to predict vehicle collisions”
(June 2017) A paper accepted in KDD Workshop:
K. Lee, J. Chung and C. Suh, “Large-scale and interpretable collaborative filtering for educational data”
(May 2017) A paper accepted in ICML:
S. Mohajer, C. Suh and A. Elmahdy, “Active learning for top-K rank aggregation from noisy comparisons”
(May 2017) Delivered an invited talk at Naver:
Recommender system for education
(May 2017) A paper published in Optics Express:
K. Lim, H. Ko, C. Suh and J.K. Rhee, “Security analysis of quantum key distribution on passive optical networks”
(Apr. 2017) Four papers accepted in ISIT:
C. Suh, J. Cho and D. Tse, “Two-way interference channel capacity: How to have the cake and eat it too”
K. Ahn, K. Lee and C. Suh, “Information-theoretic limits of subspace clustering”
S. Kim, S. Mohajer and C. Suh, “Coding across heterogeneous parallel erasure broadcast channels is useful”
K. Lee, C. Suh and K. Ramchandran, “High-dimensional coded matrix multiplication”
(Feb. 2017) Delivered an invited talk at ITA:
Subspace clustering via hypergraph community recovery
(Jan. 2017) A paper to appear in IT:
C. Suh, V. Y. F. Tan and R. Zhao, “Adversarial top-K ranking”
(Dec. 2016) Delivered an invited talk at Shannon Workshop:
High-dimensional codes for distributed computing
(Oct. 2016) A paper accepted in NIPS Workshop (oral presentation):
K. Lee, J. Chung, Y. Cha and C. Suh, “Learning analytics: Collaborative filtering or regression with experts?”
(Oct. 2016) A paper published in IT:
Y. Chen, C. Suh and A. Goldsmith, “Information recovery from pairwise measurements”
Acknowledgments
Selected publications
C. Suh, J. Cho and D. Tse, “Two-way interference channel capacity: How to have the cake and eat it too”, submitted to the IEEE Transactions on Information Theory, Sep. 2017.
S. Mohajer, C. Suh and A. Elmahdy, “Active learning for top-K rank aggregation from noisy comparisons”, International Conference on Machine Learning, Sydney, Australia, Aug. 2017.
Y. Chen, C. Suh and A. Goldsmith, “Information recovery from pairwise measurements”, IEEE Transactions on Information Theory, vol. 62, no. 10, pp.5881–5905, Oct. 2016.
Y. Chen, G. Kamath, C. Suh and D. Tse, “Community recovery in graphs with locality”, International Conference on Machine Learning, New York, USA, June 2016.
Y. Chen and C. Suh, "Spectral MLE: Top-K rank aggregation from pairwise comparisons”, International Conference on Machine Learning, Lille, France, July 2015 (Bell Labs Prize finalist).
V. Cadambe, S. Jafar, H. Maleki, K. Ramchandran and C. Suh, “Asymptotic interference alignment for optimal repair of MDS codes in distributed storage”, IEEE Transactions on Information Theory, vol. 59, no. 5, pp. 2974–2987, May 2013.
C. Suh, M. Ho and D. Tse, “Downlink interference alignment”, IEEE Transactions on Communications, vol. 59, no. 9, pp. 2616–2626, Sep. 2011 (won the IEEE Communications Society Stephen O. Rice Prize in 2013).
C. Suh and D. Tse, “Feedback capacity of the Gaussian interference channel to within 2 bits”, IEEE Transactions on Information Theory, vol. 57, no. 5, pp. 2667–2685, May 2011 (The conference version won the Best Student Paper Award of the conference).
C. Suh and K. Ramchandran, “Exact-repair MDS code construction using interference alignment”, IEEE Transactions on Information Theory, vol. 57, no. 3, pp. 1425–1442, Mar. 2011 (The conference version won the Best Student Paper Award finalist of the conference).
A. G. Dimakis, K. Ramchandran, Y. Wu and C. Suh, “A survey on network codes for distributed storage”, Proceedings of the IEEE, vol. 99, no. 3, pp. 476–489, Mar. 2011.