Conference Papers:

Y. Zhou, Y. Liang. ¡°Demixing sparse signals via convex optimization¡±, Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017.

H. Zhang, Y. Liang. ¡°Reshaped Wirtinger flow for solving quadratic systems of equations¡±, Proc. Advances in Neural Information Processing Systems (NIPS), December 2016.

H. Zhang, Y. Liang, Y. Chi. ¡°Incremental reshaped Wirtinger flow and its connection to Kaczmarz method¡±, NIPS Workshop on Nonconvex Optimization for Machine Learning, December 2016.

Y. Zhou, H. Zhang, Y. Liang. ¡°Geometrical properties and accelerated gradient solvers of non-convex phase retrieval¡±, Proc. 54th Annual Allerton Conference on Communication, Control, and Computing, October 2016.

Y. Zhou, H. Zhang, Y. Liang. ¡°On compressive orthonormal sensing¡±, Proc. 54th Annual Allerton Conference on Communication, Control, and Computing, October 2016.

H. Zhang, Y. Chi, Y. Liang. ¡°Provable non-convex phase retrieval with outliers: Median truncated Wirtinger flow¡±, Proc. International Conference on Machine Learning (ICML), June 2016.

S. Zou, Y. Liang, H. V. Poor. ¡°Nonparametric detection of an anomalous disk over a two-dimensional lattice network¡± Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016.

Y. Bu, S. Zou, Y. Liang, V. V. Veeravalli. ¡°Universal outlying sequence detection for continuous observations¡± Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016.

Y. Zhou, Y. Yu, Y. Liang, E. P. Xing. ¡°On convergence of model parallel proximal gradient algorithm for stale synchronous parallel system¡±, Proc. International Conference on Artificial Intelligence and Statistics (AISTATS), 2016.

H. Zhang, Y. Zhou, Y. Liang. ¡°Analysis of robust PCA via local incoherence¡±, Proc. Advances in Neural Information Processing Systems (NIPS), December 2015.

Ain-ul-Aisha, L. Lai, Y. Liang and S. Shamai. ¡°On the sum-rate capacity of Poisson MISO multiple access channels", Proc. IEEE International Conference on Communication Systems (ICCS), 2016.

S. Zou, Y. Liang, L. Lai, H. V. Poor, S. Shamai. ¡°K-user degraded broadcast channel with secrecy outside a bounded range¡±, Proc. IEEE Information Theory Workshop (ITW), September 2016.

Ain-ul-Aisha, L. Lai, Y. Liang and S. Shamai. ¡°On the sum-rate capacity of non-symmetric Poisson multiple access channel¡±, Proc. IEEE International Symposium on Information Theory (ISIT), 2016.

Y. Bu, S. Zou, Y. Liang, V. Veeravalli. ¡°Estimation of KL divergence between large-alphabet distributions¡±, Proc. IEEE International Symposium on Information Theory (ISIT), 2016.

Y. Sun, R. Duan, Y. Liang, A. Khisti, S. Shamai. ¡°Helper-assisted state cancelation for multiple access channels¡±, Proc. IEEE International Symposium on Information Theory (ISIT), 2016.

A. He, B. Hall, J. Wen, Y. Liang, X. Shi. ¡°Sequential parallel LASSO models for eQTL analysis¡±, Proc. 6th ACM Conference on Bioinformatics, Computational Biology and Health Informatics, 2015.

S. Zou, Y. Liang, L. Lai, S. Shamai. ¡°Rate splitting and sharing for degraded broadcast channel with secrecy outside of a bounded range¡±, Proc. IEEE International Symposium on Information Theory (ISIT), 2015.

R. Duan, Y. Liang, S. Shamai. ¡°State-Dependent Gaussian Z-Interference Channel: Capacity Results¡±, Proc. IEEE International Symposium on Information Theory (ISIT), 2015.

H. Zhang, Y. Liang, L. Lai, S. Shamai. ¡°Two key generation for a cellular model with a helper¡±, Proc. IEEE International Symposium on Information Theory (ISIT), 2015.

H. Zhang, Y. Liang L. Lai. ¡°Secret key capacity: talk or keep silent?¡±, Proc. IEEE International Symposium on Information Theory (ISIT), 2015.

S. Zou, Y. Liang, L. Lai, S. Shamai. ¡°Degraded Broadcast Channel: Secrecy Outside of a Bounded Range¡±, Proc. IEEE Information Theory Workshop (ITW), April 2015.

H. Zhang, Y. Liang and L. Lai. ¡°Helper-assisted asymmetric key generation¡±, Proc. Asilomar Conference on Signals, Systems, and Computers, November 2014.

R. Duan, Y. Liang, A. Khisti, S. Shamai. ¡°Dirty interference cancelation for broadcast channels¡±, Proc. IEEE Information Theory Workshop (ITW), Hobart, Australia, Nov 2014.

H. Zhang, Y. Liang and L. Lai. ¡°Key capacity region for a cellular source model¡±, Proc. IEEE Information Theory Workshop (ITW), Hobart, Australia, invited paper, Nov 2014.

R. Duan, Y. Liang, A. Khisti, S. Shamai. ¡°Dirty interference cancelation for multiple access channels¡±, Proc. International Symposium on Information Theory and its Applications (ISITA), October 2014.

S. Zou, Y. Liang, H. V. Poor, X. Shi. ¡°Unsupervised nonparametric anomaly detection: A kernel method¡±, Proc. 52nd Annual Allerton Conference on Communication, Control, and Computing, October 2014.

S. Zou, Y. Liang, H. V. Poor. ¡°A kernel-based nonparametric test for anomaly detection over line networks¡±, Proc. ?IEEE 24th International Workshop on Machine Learning for Signal Processing (MLSP), September 2014.

W. Wang, Y. Liang, E. P. Xing, L. Shen. ¡°Sparse sensor selection for nonparametric decentralized detection via L_1 regularization¡±, Proc. ?IEEE 24th International Workshop on Machine Learning for Signal Processing (MLSP), September 2014.

S. Zou, Y. Liang, H. V. Poor, X. Shi. ¡°Kernel-based nonparametric anomaly detection¡±, Proc. IEEE 15th Workshop on Signal Processing Advances in Wireless Communications (SPAWC), June 2014.

R. Duan, Y. Liang, A. Khisti, S. Shamai. ¡°State-dependent parallel Gaussian channels with a common helper in high power regime¡±, Proc. IEEE International Symposium on Information Theory (ISIT), June-July 2014.

S. Zou, Y. Liang, L. Lai, S. Shamai. ¡°Layered secure broadcasting over MIMO channels and application in secret sharing¡±, Proc. IEEE International Symposium on Information Theory (ISIT), June-July 2014.

H. Zhang, L. Lai, Y. Liang, H. Wang. ¡°Secret key-private key generation over three terminals: capacity region¡±, Proc. IEEE International Symposium on Information Theory (ISIT), June-July 2014.

Ain-ul-Aisha, L. Lai and Y. Liang, ¡°On Fading Poisson Channels with Varying Noise Levels¡±, Conference on Information Sciences and Systems (CISS), Princeton, NJ, March 2014.

R. Duan, Y. Liang, A. Khisti, S. Shamai. ¡°State-dependent Gaussian Z-channel with mismatched side-information and interference¡±, IEEE Information Theory Workshop (ITW), September 2013.

L. Lai, Y. Liang, S. Shamai. ¡°On the sum capacity of Poisson Z-interference channels¡±, Proc. 2nd IEEE/CIC International Conference on Communications in China (ICCC): Communication and Information Theory (CIT), August, 2013.

S. Zou, Y. Liang, S. Shamai. ¡°Multiple access channel with state uncertainty¡±, Proc. IEEE International Symposium on Information Theory (ISIT), July 2013.

R. Duan, Y. Liang, S. Shamai. ¡°On the capacity region of Gaussian interference channel with state¡±, Proc. IEEE International Symposium on Information Theory (ISIT), July 2013.

S. Zou, Y. Liang, L. Lai, S. Shamai. ¡°Layered decoding and secrecy over degraded broadcast channels¡±, (invited), Proc. IEEE 14th Workshop on Signal Processing Advances in Wireless Communications (SPAWC), June 2013.

W. Wang, Y. Liang, E. P. Xing. ¡°Block regularized Lasso for multivariate multi-response linear regression¡±, Proc. International Conference on Artificial Intelligence and Statistics (AISTATS), 2013.

Y. Liang, L. Lai, H. V. Poor, S. Shamai (Shitz). ¡°Broadcasting over fading wiretap channels¡±, Proc. IEEE International Symposium on Information Theory (ISIT), July 2012.

J. Hu, Y. Liang, E. P. Xing. ¡°Nonparametric decentralized detection via weighted count kernel¡±, Proc. IEEE International Symposium on Information Theory (ISIT), July 2012.

R. Duan, Y. Liang. ¡°Gaussian cognitive interference channels with state¡±, Proc. IEEE International Symposium on Information Theory (ISIT), July 2012.

J. Hu, Y. Liang, E. P. Xing. ¡°Nonparametric decision making based on tree-structured information aggregation¡±, Proc. 49th Annual Allerton Conference on Communication, Control, and Computing, Monticello, IL, Oct. 2011.

R. Duan, Y. Liang. ¡°Capacity bounds for a class of cognitive interference channels with state¡±, Proc. 49th Annual Allerton Conference on Communication, Control, and Computing, Monticello, IL, Oct. 2011.

L. Lai, Y. Liang, W. Du. ¡°PHY-based cooperative key generation in wireless networks", Proc. 49th Annual Allerton Conference on Communication, Control, and Computing, Monticello, IL, Oct. 2011.

L. Lai, Y. Liang, W. Du, S. Shamai (Shitz). ¡°Secret sharing via noisy broadcast channels¡±, Proc. IEEE International Symposium on Information Theory (ISIT), July 2011.

L. Lai, Y. Liang, H. V. Poor. ¡°Key agreement over wireless fading channels with an active attacker¡±, Proc. 48th Annual Allerton Conference on Communication, Control, and Computing, Monticello, IL, Sept.-Oct. 2010.

J. W. Yoo, T. Liu, Y. Liang. ¡°The capacity region of a product Gaussian broadcast channel with degraded message sets¡±, Proc. 5th International ICST Conference on Communications and Networking in China (Chinacom), August 2010.

L. Lai, Y. Liang, S. Shamai (Shitz). ¡°On the capacity region of the Poisson interference channel¡±, Proc. IEEE International Symposium on Information Theory (ISIT), June 2010.

Y. Liang, L. Lai, H. V. Poor, S. Shamai (Shitz). ¡°The broadcast approach over fading Gaussian wiretap channels¡±, Proc. IEEE Information Theory Workshop (ITW), Oct. 2009.

R. Liu, Y. Liang, H. V. Poor. ¡°Fading cognitive multiple-access channels with confidential messages¡±, Proc. 47th Annual Allerton Conference on Communication,Control, and Computing, Monticello, IL, Sept.-Oct. 2009.

Y. Liang, L. Lai, J. Halloran. ¡°Distributed algorithm for collaborative detection in cognitive radio networks¡±, Proc. 47th Annual Allerton Conference on Communication, Control, and Computing, Monticello, IL, Sept.-Oct. 2009.

Y. Liang, H. V. Poor, L. Ying. ¡°Secrecy throughput of MANETs with malicious nodes'', Proc. IEEE International Symposium on Information Theory (ISIT), June-July 2009.

M. Kobayashi, Y. Liang, S. Shamai (Shitz), M. Debbah. ¡°On the compound MIMO broadcast channels with confidential messages¡±, Proc. IEEE International Symposium on Information Theory (ISIT), June-July 2009.

G. Kramer, Y. Liang, S. Shamai (Shitz). ¡°Outer bounds on the admissible source region for broadcast channels with dependent sources¡±, Proc. 4th Information Theory and Applications Workshop (ITA), Jan. 2009.

H. D. Ly, T. Liu, Y. Liang. ¡°MIMO broadcasting with common, private and confidential messages¡±, Proc. International Symposium on Information Theory and its Applications (ISITA), Auckland, New Zealand, Dec. 2008.

Y. Liang, G. Kramer, H. V. Poor. ¡°Equivalence of two inner bounds on the capacity region of the broadcast channel¡±, Proc. 46th Annual Allerton Conference on Communication, Control, and Computing, Monticello, IL, Sept. 2008.

Y. Liang, G. Kramer, H. V. Poor, S. Shamai (Shitz). ¡°Recent results on compound wire-tap channels¡±, Proc. Annual IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Sept. 2008.

R. Liu, H. V. Poor, P. Spasojevic, Y. Liang. ¡°Nested codes for secure transmission¡±, Proc. Annual IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Sept. 2008.

H. Wan, R.-R. Chen, Y. Liang. ¡°Optimality of beamforming in MIMO multi-access channels via virtual representation¡±, Proc. IEEE International Symposium on Information Theory (ISIT), July 2008.

Y. Liang, G. Kramer, S. Shamai (Shitz). ¡°Capacity outer bounds for broadcast channels¡±, Proc. IEEE Information Theory Workshop (ITW), May 2008.

Y. Liang, H. V. Poor, L. Ying. ¡°Wireless broadcast networks: reliability, security and stability¡±, Proc. 3rd Information Theory and Applications Workshop (ITA), Jan. 2008.

Y. Liang, G. Kramer, H. V. Poor, S. Shamai (Shitz). ¡°Compound wire-tap channels¡±, Proc. 45th Annual Allerton Conference on Communication, Control, and Computing, Monticello, IL, Sept. 2007.

Y. Liang, A. Somekh-Baruch, H. V. Poor, S. Shamai (Shitz), S. Verdu. ¡°Cognitive interference channels with confidential messages¡±, Proc. 45th Annual Allerton Conference on Communication, Control, and Computing, Monticello, IL, Sept. 2007.

R. Liu, Y. Liang, H. V. Poor, P. Spasojevic. ¡°Secure nested codes for type II wire-tap channels¡±, Proc. IEEE Information Theory Workshop (ITW), Lake Tahoe, California, Sept. 2007.

J. Grubb, S. Vishwanath, Y. Liang, H. V. Poor. ¡°Secrecy capacity of semi-deterministic wire-tap channels¡±, Proc. IEEE Information Theory Workshop (ITW), Bergen, Norway, July 2007.

Y. Liang, H. V. Poor and S. Shamai (Shitz). ¡°Secrecy capacity region of fading broadcast channels¡±, Proc. IEEE International Symposium on Information Theory (ISIT), June 2007.

L. Sankar, Y. Liang, H. V. Poor, N. Mandayam. ¡°Opportunistic communications in an orthogonal multiaccess relay channel¡±, Proc. IEEE International Symposium on Information Theory (ISIT), June 2007.

Y. Liang, H. V. Poor and S. Shamai (Shitz). ¡°Secrecy capacity region of parallel broadcast channels¡±, Proc. 2nd Information Theory and Applications Workshop (ITA), Jan. 2007.

Y. Liang and H. V. Poor. ¡°Secure communication over fading channels¡±, Proc. 44th Annual Allerton Conference on Communication, Control, and Computing, Monticello, IL, Sept. 2006.

Y. Liang and H. V. Poor. ¡°Secrecy capacity region of binary and Gaussian multiple access channels¡±, Proc. 44th Annual Allerton Conference on Communication, Control, and Computing, Monticello, IL, Sept. 2006.

Y. Liang and H. V. Poor. ¡°Generalized multiple access channels with confidential messages¡±, Proc. IEEE International Symposium on Information Theory (ISIT), July 2006.

Y. Liang and G. Kramer. ¡°Capacity theorems for cooperative relay broadcast channels¡±, Proc. 40th Annual Conference on Information Sciences and Systems (CISS), March 2006.

Y. Liang and V. V. Veeravalli. ¡°Cooperative relay broadcast channels¡±, Proc. WirelessCom, Symposium on Information Theory, June 2005.

Y. Liang and V. V. Veeravalli. ¡°Distributed optimal resource allocation for fading relay broadcast channels¡±, Proc. IEEE International Workshop on Signal Processing Advances for Wireless Communications (SPAWC), June 2005.

Y. Liang and V. V. Veeravalli. ¡°Resource allocation for wireless relay channels¡±, Proc. Asilomar Conference on Signals, Systems and Computers, Nov. 2004.

Y. Liang and V. V. Veeravalli. ¡°The impact of relaying on the capacity of broadcast channels¡±, Proc. IEEE International Symposium on Information Theory (ISIT), June-July 2004.

Y. Liang and V. V. Veeravalli. ¡°Gaussian frequency division relay channels: optimal bandwidth allocation and capacity¡±, Proc. 38th Annual Conference on Information Sciences and Systems (CISS), March 2004.

Y. Liang and V. V. Veeravalli. ¡°Correlated MIMO Rayleigh fading channels: capacity and optimal signaling¡±, Proc. Asilomar Conference on Signals, Systems and Computers, Nov. 2003.

V. V. Veeravalli, A. Sayeed and Y. Liang. ¡°Asymptotic capacity of correlated MIMO Rayleigh fading channels via virtual representation¡±, Proc. IEEE International Symposium on Information Theory (ISIT), June-July 2003.

Y. Liang and V. V. Veeravalli. ¡°Capacity of noncoherent time-selective block Rayleigh flat-fading channel¡±, Proc. IEEE International Symposium on Information Theory (ISIT),June-July 2002.