HR job title
- Professor
- Contact Info
- 1 979 862 2392
Liu, Tie Professor
Positions
My research focuses on information theory, statistical information processing, and machine learning.
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- Teaching
- Works By Students
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Overview
Publications
selected publications
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academic article
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Sui, X. L., Xu, L. i., Qian, X., & Liu, T.
(2018).
Convex clustering with metric learning. Pattern Recognition.
81, 575-584.
-
Shao, S., Liu, T., Tian, C., & Shen, C.
(2018).
New results on multilevel diversity coding with secure regeneration. 61(10), 100307.
-
Shao, S., Liu, T., Tian, C., & Shen, C.
(2017).
On the Tradeoff Region of Secure Exact-Repair Regenerating Codes. IEEE TRANSACTIONS ON INFORMATION THEORY.
63(11), 7253-7266.
-
Zuo, S., Hou, I., Liu, T., Swami, A., & Basu, P.
(2017).
Joint Rate Control and Scheduling for Real-Time Wireless Networks. IEEE Transactions on Wireless Communications.
16(7), 4562-4570.
-
Xu, E. L., Qian, X., Liu, T., & Cui, S.
(2017).
Detection of Cooperative Interactions in Logistic Regression Models. IEEE Transactions on Signal Processing.
65(7), 1765-1780.
-
Tian, C., & Liu, T.
(2016).
Multilevel Diversity Coding With Regeneration. IEEE TRANSACTIONS ON INFORMATION THEORY.
62(9), 4833-4847.
-
Chan, C., Al-Bashabsheh, A., Zhou, Q., Ding, N. i., Liu, T., & Sprintson, A.
(2016).
Successive Omniscience. IEEE TRANSACTIONS ON INFORMATION THEORY.
62(6), 3270-3289.
-
Chan, C., Al-Bashabsheh, A., Zhou, Q., Kaced, T., & Liu, T.
(2016).
Info-Clustering: A Mathematical Theory for Data Clustering. IEEE Transactions on Molecular Biological and Multi-Scale Communications.
2(1), 64-91.
-
Huang, Y., Narayanan, K. R., & Liu, T.
(2016).
Coding for Parallel Gaussian Bidirectional Relay Channels: A Deterministic Approach. IEEE TRANSACTIONS ON INFORMATION THEORY.
62(1), 260-271.
-
Chan, C., Al-Bashabsheh, A., Ebrahimi, J. B., Kaced, T., & Liu, T.
(2015).
Multivariate Mutual Information Inspired by Secret-Key Agreement. Proceedings of the Institute of Electrical and Electronics Engineers (IEEE).
103(10), 1883-1913.
-
Khisti, A., & Liu, T.
(2014).
Private Broadcasting Over Independent Parallel Channels. IEEE TRANSACTIONS ON INFORMATION THEORY.
60(9), 5173-5187.
-
Jiang, J., Marukala, N., & Liu, T.
(2014).
Symmetrical Multilevel Diversity Coding and Subset Entropy Inequalities. IEEE TRANSACTIONS ON INFORMATION THEORY.
60(1), 84-103.
-
El-Halabi, M., Liu, T., & Georghiades, C. N.
(2013).
Secrecy Capacity per Unit Cost. IEEE Journal on Selected Areas in Communications.
31(9), 1909-1920.
-
Yoo, J. W., Liu, T., Shamai (Shitz), S., & Tian, C.
(2013).
Worst-Case Expected-Capacity Loss of Slow-Fading Channels. IEEE TRANSACTIONS ON INFORMATION THEORY.
59(6), 3764-3779.
-
Song, L., Chen, J., Wang, J., & Liu, T.
(2013).
Gaussian Robust Sequential and Predictive Coding. IEEE TRANSACTIONS ON INFORMATION THEORY.
59(6), 3635-3652.
-
Balasubramanian, A., Ly, H. D., Li, S., Liu, T., & Miller, S. L.
(2013).
Secure Symmetrical Multilevel Diversity Coding. 59(6), 3572-3581.
-
Liu, R., Liu, T., Poor, H. V., & Shamai (Shitz), S.
(2013).
New Results on Multiple-Input Multiple-Output Broadcast Channels With Confidential Messages. IEEE TRANSACTIONS ON INFORMATION THEORY.
59(3), 1346-1359.
-
Feng, Y., Cai, G. L., Li, W., He, L., & Liu, T.
(2013).
Use of low-dose adaptive sequence scan of dual-source CT in coronary angiography for arrhythmia: An preliminary study. Medical Journal of Chinese People's Liberation Army.
38(4), 320-323.
-
El-Halabi, M., Liu, T., Georghiades, C. N., & Shamai (Shitz), S.
(2012).
Secret Writing on Dirty Paper: A Deterministic View. IEEE TRANSACTIONS ON INFORMATION THEORY.
58(6), 3419-3429.
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Ly, H. D., Liu, T., & Blankenship, Y.
(2012).
Security Embedding Codes. IEEE Transactions on Information Forensics and Security.
7(1), 148-159.
-
Ly, H. D., Liu, T., & Liang, Y.
(2010).
Multiple-Input Multiple-Output Gaussian Broadcast Channels With Common and Confidential Messages. IEEE TRANSACTIONS ON INFORMATION THEORY.
56(11), 5477-5487.
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Liu, R., Liu, T., Poor, H. V., & Shamai (Shitz), S.
(2010).
Multiple-Input Multiple-Output Gaussian Broadcast Channels With Confidential Messages. IEEE TRANSACTIONS ON INFORMATION THEORY.
56(9), 4215-4227.
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Liu, R., Liu, T., Poor, H. V., & Shamai, S. S.
(2010).
A Vector Generalization of Costa's Entropy-Power Inequality with Applications. IEEE TRANSACTIONS ON INFORMATION THEORY.
56(4), 1865-1879.
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Shen, C., Liu, T., & Fitz, M. P.
(2009).
On the Average Rate Performance of Hybrid-ARQ in Quasi-Static Fading Channels. IEEE TRANSACTIONS ON COMMUNICATIONS.
57(11), 3339-3352.
-
Weingarten, H., Liu, T., Shamai (Shitz), S., Steinberg, Y., & Viswanath, P.
(2009).
The Capacity Region of the Degraded Multiple-Input Multiple-Output Compound Broadcast Channel. IEEE TRANSACTIONS ON INFORMATION THEORY.
55(11), 5011-5023.
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Liu, T., & Shamai (Shitz), S.
(2009).
A Note on the Secrecy Capacity of the Multiple-Antenna Wiretap Channel. IEEE TRANSACTIONS ON INFORMATION THEORY.
55(6), 2547-2553.
-
Liu, T., Moulin, P., & Koetter, R.
(2006).
On Error Exponents of Modulo Lattice Additive Noise Channels. IEEE TRANSACTIONS ON INFORMATION THEORY.
52(2), 454-471.
-
Liu, T., & Viswanath, P.
(2006).
Opportunistic Orthogonal Writing on Dirty Paper. IEEE TRANSACTIONS ON INFORMATION THEORY.
52(5), 1828-1846.
-
Mhak, M. K., Venkatesan, R., & Liu, T.
(2005).
Watermarking via optimization algorithms for quantizing randomized semi-global image statistics. Multimedia Systems.
11(2), 185-200.
-
Sui, X. L., Xu, L. i., Qian, X., & Liu, T.
(2018).
Convex clustering with metric learning. Pattern Recognition.
81, 575-584.
-
conference paper
-
Shao, S., Liu, T., Tian, C., & Shen, C.
(2018).
New Results On Multilevel Diversity Coding with Secure Regeneration. IEEE International Symposium on Information Theory - Proceedings.
1899-1903.
-
Shao, S., Liu, T., Tian, C., & Shen, C.
(2017).
On the Tradeoff Region of Secure Exact-Repair Regenerating Codes. IEEE International Symposium on Information Theory - Proceedings.
624-628.
-
Ding, N. i., Chan, C., Liu, T., Kennedy, R. A., & Sadeghi, P.
(2016).
A Game-theoretic Perspective on Communication for Omniscience. 95-100.
-
Chen, J., Ye, H., Tian, C., Liu, T., & Xiao, Z.
(2016).
Cyclically Symmetric Entropy Inequalities. IEEE International Symposium on Information Theory - Proceedings.
2299-2303.
-
Chan, C., Al-Bashabsheh, A., Zhou, Q., & Liu, T.
(2016).
Duality between Feature Selection and Data Clustering. 142-147.
-
Shao, S., Liu, T., & Tian, C.
(2016).
Multilevel Diversity Coding with Regeneration: Separate Coding Achieves the MBR Point. 602-607.
-
Chen, J., Salimi, A., Liu, T., & Tian, C.
(2016).
Orbit-Entropy Cones and Extremal Pairwise Orbit-Entropy Inequalities. IEEE International Symposium on Information Theory - Proceedings.
2614-2618.
-
Xu, E. L., Qian, X., Liu, T., & Cui, S.
(2016).
PAIRWISE INTERACTION ANALYSIS OF LOGISTIC REGRESSION MODELS. 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP).
187-191.
-
Salimi, A., Liu, T., & Cui, S.
(2015).
Generalized Cut-Set Bounds for Broadcast Networks. IEEE TRANSACTIONS ON INFORMATION THEORY.
2983-2996.
-
Chen, Q. i., Cheng, F., Liu, T., & Yeung, R. W.
(2015).
A Marginal Characterization of Entropy Functions for Conditional Mutually Independent Random Variables (with Application to Wyner's Common Information). IEEE International Symposium on Information Theory - Proceedings.
974-978.
-
Chan, C., & Liu, T.
(2015).
Clustering by Multivariate Mutual Information under Chow-Liu Tree Approximation. 993-999.
-
Tian, C., & Liu, T.
(2015).
Multilevel Diversity Coding with Regeneration. IEEE International Symposium on Information Theory - Proceedings.
844-848.
-
Li, S., Huang, Y., Liu, T., & Pfister, H. D.
(2015).
On the Limits of Treating Interference as Noise for Two-User Symmetric Gaussian Interference Channels. IEEE International Symposium on Information Theory - Proceedings.
1711-1715.
-
Chan, C., Al-Bashabsheh, A., Ebrahimi, J. B., Kaced, T., Kadhe, S., Liu, T., ... Zhou, Q.
(2015).
Successive Omniscience. 2015 INTERNATIONAL SYMPOSIUM ON NETWORK CODING (NETCOD).
21-25.
-
Salimi, A., Liu, T., & Cui, S.
(2014).
Polyhedral Description of the Symmetrical Latency Capacity Region of Broadcast Channels. IEEE International Symposium on Information Theory - Proceedings.
2122-2126.
-
Geng, Q., & Liu, T.
(2014).
Symmetric Two-User Gaussian Interference Channel with Common Message with Very Low Interference. IEEE International Symposium on Information Theory - Proceedings.
1411-1415.
-
Song, L., Xin, H., Yuan, X., & Liu, T.
(2014).
Two-User Degraded Broadcast Channel with Channel State Information at Transmitter and Message Side Information at Receivers. 975-980.
-
Salimi, A., Liu, T., & Cui, S.
(2013).
Generalized Cut-Set Bounds for Broadcast Networks. 832-838.
-
Salimi, A., Liu, T., & Cui, S.
(2012).
Generalized cut-set bounds for networks with collocated messages. 114-118.
-
Jiang, J., Liu, T., & Miller, S. L.
(2012).
The rate region of secure symmetrical multilevel diversity coding. 19-24.
-
Jiang, J., Marukala, N., & Liu, T.
(2012).
Symmetrical Multilevel Diversity Coding with an All-Access Encoder. 1662-1666.
-
Song, L., Chen, J., Wang, J., & Liu, T.
(2012).
Gaussian Robust Sequential and Predictive Coding. 1361-1365.
-
Khisti, A., & Liu, T.
(2012).
On Private Broadcasting over Independent Parallel Channels. 433-437.
-
Yoo, J. W., Liu, T., & Shamai (Shitz), S.
(2012).
Worst-Case Expected-Rate Loss of Slow-Fading Channels. IEEE International Symposium on Information Theory - Proceedings.
2186-2190.
-
Huang, Y., Narayanan, K. R., & Liu, T.
(2011).
Coding for Parallel Gaussian Bi-Directional Relay Channels: A Deterministic Approach. 400-407.
-
Jiang, J., & Liu, T.
(2011).
On Dispersion of Modulo Lattice Additive Noise Channels. Proceedings of the International Symposium on Wireless Communication Systems.
241-245.
-
El-Halabi, M., Liu, T., Georghiades, C., & Shamai, S.
(2011).
Secret Writing on Dirty Paper: A Deterministic View. 2467-2471.
-
Zhang, L., Liu, T., & Cui, S.
(2011).
Symmetric Gaussian Interference Channel with State Information. 832-838.
-
Liu, R., Liu, T., Poor, H. V., & Shamai (Shitz), S.
(2010).
MIMO Gaussian Broadcast Channels with Confidential and Common Messages. 2578-2582.
-
Ly, H. D., Liu, T., & Blankenship, Y.
(2010).
Security Embedding Codes. 2533-2537.
-
Liu, R., Liu, T., Poor, H. V., & Shamai (Shitz), S.
(2010).
The Capacity-Equivocation Region of the MIMO Gaussian Wiretap Channel. 2568-2572.
-
Yoo, J. W., Liu, T., & Liang, Y.
(2010).
The Capacity Region of a Product Gaussian Broadcast Channel with Degraded Message Sets
-
Liu, R., Liu, T., Poor, H. V., & Shamai, S. S.
(2009).
A Vector Generalization of Costa Entropy-Power Inequality and Applications. 299-+.
-
Yoo, J. W., Liu, T., & Xue, F.
(2009).
Gaussian Broadcast Channels with Receiver Message Side Information. IEEE International Symposium on Information Theory - Proceedings.
2472-+.
-
Yin, C., Chen, C., Liu, T., & Cui, S.
(2009).
Generalized Results of Transmission Capacities for Overlaid Wireless Networks. 1774-+.
-
El-Halabi, M., Liu, T., & Georghiades, C.
(2009).
On Secrecy Capacity per Unit Cost. 2301-2305.
-
Liu, T., & Shamai (Shitz), S.
(2009).
A Channel-Enhancement Approach to the Secrecy Capacity of the Multiantenna Wiretap Channel. 216-+.
-
Liu, R., Liu, T., Poor, H. V., & Shamai, S.
(2009).
MIMO Gaussian Broadcast Channels with Confidential Messages. 2757-2761.
-
Balasubramanian, A., Liu, T., & Miller, S. L.
(2009).
Multilevel Diversity Coding with Secrecy Constraints. 216-219.
-
Yin, C., Gao, L., Liu, T., & Cui, S.
(2009).
Transmission Capacities for Overlaid Wireless Ad Hoc Networks with Outage Constraints. 2013 National Conference on Communications, NCC 2013.
1632-+.
-
Liu, T., Prabhakaran, V., & Vishwanath, S.
(2008).
The Secrecy Capacity of a Class of Parallel Gaussian Compound Wiretap Channels. 116-+.
-
Yoo, J. W., Liu, T., & Xue, F.
(2008).
Broadcasting with Receiver Message Side Information: A Deterministic Approach. 746-+.
-
Lee, C., Liu, T., Oyman, O., & Vishwanath, S.
(2008).
Limits on Cognitive Communications in the Wide-band Regime. 1-6.
-
Ly, H. D., Liu, T., & Liang, Y.
(2008).
MIMO Broadcasting with Common, Private and Confidential Messages. 256-+.
-
Shen, C., Liu, T., & Fitz, M. P.
(2008).
Aggressive transmission with ARQ in quasi-static fading channels. 2013 National Conference on Communications, NCC 2013.
1092-+.
-
Weingarten, H., Liu, T., Shamai, S. S., Steinberg, Y., & Viswanath, P.
(2007).
The capacity region of the degraded MIMO compound broadcast channel. 766-+.
-
Liu, T., & Viswanath, P.
(2007).
An extremal inequality motivated by multiterminal information-theoretic problems. IEEE TRANSACTIONS ON INFORMATION THEORY.
1839-1851.
-
Liu, T., & Viswanath, P.
(2006).
An extremal inequality motivated by multiterminal information theoretic problems. 1016-+.
-
Liu, T., Moulin, P., & Koetter, R.
(2004).
On error exponents of nested lattice codes for the AWGN channel. 348-352.
-
Liu, T., & Viswanath, P.
(2004).
Opportunistic orthogonal writing on dirty paper. 577-581.
-
Liu, T., Venkatesan, R., & Mihak, M. K.
(2004).
Scale-invariant image watermarking via optimization algorithms for quantizing randomized statistics. 124-132.
-
Liu, T., & Moulin, P.
(2003).
Error exponents for watermarking game with squared-error constraints. 190.
-
Liu, T., & Moulin, P.
(2003).
Error exponents for one-bit watermarking. Proceedings of the ... IEEE International Conference on Acoustics, Speech, and Signal Processing / sponsored by the Institute of Electrical and Electronics Engineers Signal Processing Society. ICASSP (Conference).
65-68.
-
Shao, S., Liu, T., Tian, C., & Shen, C.
(2018).
New Results On Multilevel Diversity Coding with Secure Regeneration. IEEE International Symposium on Information Theory - Proceedings.
1899-1903.
Research
principal investigator on
- CIF: Small: Info-Clustering: An Information-Theoretic Framework for Data Clustering awarded by National Science Foundation - (Arlington, Virginia, United States) 2017 - 2020
- CIF: Small: Collaborative Research: Fundamental Limits of Information Systems: A Computational Approach awarded by National Science Foundation - (Arlington, Virginia, United States) 2015 - 2018
- CIF: Small: Structured-Network Coding: Fundamental Limits via Submodular Function Optimization awarded by National Science Foundation - (Arlington, Virginia, United States) 2013 - 2016
co-principal investigator on
- Collaborative Research: CIF: Small: Communication, Storage, Complexity, and Security: A Holistic View on the Fundamental Limits and Code Designs for Private Information Retrieval awarded by Directorate for Computer & Information Science & Engineering - (Arlington, Virginia, United States) 2020 - 2023
Teaching
teaching activities
- ECEN303 Random Signals & Systems Instructor
- ECEN314 Signals And Systems Instructor
- ECEN427 Machine Learning Instructor
- ECEN434 Optimization For Ecen Instructor
- ECEN485 Directed Studies Instructor
- ECEN491 Hnr-research Instructor
- ECEN601 Linear Network Anlys Instructor
- ECEN647 Information Theory Instructor
- ECEN649 Pattern Recognition Instructor
- ECEN662 Estimation & Det Theor Instructor
- ECEN681 Seminar Instructor
- ECEN681 Seminar - Power Instructor
- ECEN684 Professional Internship Instructor
- ECEN684 Professional Internship: In-ab Instructor
- ECEN689 Sptp: Submodular Func & Opti Instructor
- ECEN691 Research Instructor
- ECEN740 Machine Learning Engr Instructor
- ECEN754 Optimization For Ecen Instructor
Works By Students
chaired theses and dissertations
-
Cai, Xinyi (2014-11). Symmetric Projections of the Entropy Region.
-
Dixit, Richa (2010-04). Parametric Estimation of Harmonically Related Sinusoids.
-
Dixit, Richa (2010-05). Parametric Estimation of Harmonically Related Sinusoids.
-
El-Halabi, Mustapha (2013-12). Physical-Layer Security: Wide-band Communications & Role of Known Interference.
-
Jiang, Jinjing (2013-05). Symmetrical Multilevel Diversity Coding and Subset Entropy Inequalities.
-
Khurjekar, Ishan Dhananjay (2018-08). Deep Learning for Reliable Storage.
-
Li, Shuo (2012-07). Secure Symmetrical Multilevel Diversity Coding.
-
Li, Shuo (2016-11). Matrix Analysis of Communication and Brain Networks.
-
Lv, Dan (2017-08). Modeling Cascading Failures in Complex Networks.
-
Ly, Hung Dinh (2012-07). Information-Theoretically Secure Communication Under Channel Uncertainty.
-
Marukala, Neeharika (2012-07). Symmetrical Multilevel Diversity Coding with an All-Access Encoder.
-
Salimi, Amir (2016-12). On the Fundamental Limits and Symmetric Designs for Distributed Information Systems.
-
Shao, Shuo (2017-04). Fundamental Limits of Exact-Repair Regenerating Codes.
-
Sui, Xiaopeng (2018-11). Feature Selection for Unsupervised and Supervised Learning.
-
Sundararaj, Sanjhana (2017-07). Predicting Academic Performance of Potential Electrical Engineering Majors.
-
Venugopal, Lakshmi (2018-04). Real-Time Detection of Foreground in Video Surveillance Cameras Using CUDA.
-
Yoo, Jae Won (2013-03). Broadcast Strategy for Delay-Limited Communication over Fading Channels.
Background
education and training
awards and honors
Contact
first name
- Tie
has last name
- Liu
mailing address
-
Texas A&M University
Electrical Engineering
3128 TAMU
College Station, TX 77843-3128
USA
Other
- tieliu@tamu.edu