Tie Liu

According to our database, Tie Liu authored at least 79 papers between 2003 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

From Deep Additive Kernel Learning to Last-Layer Bayesian Neural Networks via Induced Prior Approximation.

Wenyuan Zhao, Haoyuan Chen, Tie Liu, Rui Tuo, Chao Tian

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

From Function to Distribution Modeling: A PAC-Generative Approach to Offline Optimization.

Qiang Zhang, Ruida Zhou, Yang Shen, Tie Liu

CoRR, 2024

2023

Exactly Tight Information-Theoretic Generalization Error Bound for the Quadratic Gaussian Problem.

Ruida Zhou, Chao Tian, Tie Liu

Proceedings of the IEEE International Symposium on Information Theory, 2023

2022

Stochastic Chaining and Strengthened Information-Theoretic Generalization Bounds.

Ruida Zhou, Chao Tian, Tie Liu

Proceedings of the IEEE International Symposium on Information Theory, 2022

Improved Weakly Private Information Retrieval Codes.

Chengyuan Qian, Ruida Zhou, Chao Tian, Tie Liu

Proceedings of the IEEE International Symposium on Information Theory, 2022

2021

Individually Conditional Individual Mutual Information Bound on Generalization Error.

Ruida Zhou, Chao Tian, Tie Liu

Proceedings of the IEEE International Symposium on Information Theory, 2021

2020

Deep Reinforcement Learning based Wireless Network Optimization: A Comparative Study.

Kun Yang, Cong Shen, Tie Liu

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

2019

Weakly Secure Symmetric Multilevel Diversity Coding.

Tao Guo, Chao Tian, Tie Liu, Raymond W. Yeung

Proceedings of the 2019 IEEE Information Theory Workshop, 2019

Capacity-Achieving Private Information Retrieval Codes from MDS-Coded Databases with Minimum Message Size.

Ruida Zhou, Chao Tian, Tie Liu, Hua Sun

Proceedings of the IEEE International Symposium on Information Theory, 2019

2018

Convex clustering with metric learning.

Xiaopeng Lucia Sui, Li Xu, Xiaoning Qian, Tie Liu

Pattern Recognit., 2018

Multilevel Diversity Coding with Secure Regeneration: Separate Coding Achieves the MBR Point.

Shuo Shao, Tie Liu, Chao Tian, Cong Shen

Entropy, 2018

New Results on Multilevel Diversity Coding with Secure Regeneration.

Shuo Shao, Tie Liu, Chao Tian, Cong Shen

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

2017

Joint Rate Control and Scheduling for Real-Time Wireless Networks.

Shuai Zuo, I-Hong Hou, Tie Liu, Ananthram Swami, Prithwish Basu

IEEE Trans. Wirel. Commun., 2017

Detection of Cooperative Interactions in Logistic Regression Models.

Easton Li Xu, Xiaoning Qian, Tie Liu, Shuguang Cui

IEEE Trans. Signal Process., 2017

On the tradeoff region of secure exact-repair regenerating codes.

Shuo Shao, Tie Liu, Chao Tian, Cong Shen

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

2016

Info-Clustering: A Mathematical Theory for Data Clustering.

Chung Chan, Ali Al-Bashabsheh, Qiaoqiao Zhou, Tarik Kaced, Tie Liu

IEEE Trans. Mol. Biol. Multi Scale Commun., 2016

Coding for Parallel Gaussian Bidirectional Relay Channels: A Deterministic Approach.

Yu-Chih Huang, Krishna R. Narayanan, Tie Liu

IEEE Trans. Inf. Theory, 2016

Successive Omniscience.

Chung Chan, Ali Al-Bashabsheh, Qiaoqiao Zhou, Ni Ding, Tie Liu, Alex Sprintson

IEEE Trans. Inf. Theory, 2016

Cyclically symmetric entropy inequalities.

Jun Chen, Hao Ye, Chao Tian, Tie Liu, Zhiqing Xiao

Proceedings of the IEEE International Symposium on Information Theory, 2016

Orbit-entropy cones and extremal pairwise orbit-entropy inequalities.

Jun Chen, Amir Salimi, Tie Liu, Chao Tian

Proceedings of the IEEE International Symposium on Information Theory, 2016

Pairwise interaction analysis of logistic regression models.

Easton Li Xu, Xiaoning Qian, Tie Liu, Shuguang Cui

Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Multilevel diversity coding with regeneration: Separate coding achieves the MBR point.

Shuo Shao, Tie Liu, Chao Tian

Proceedings of the 2016 Annual Conference on Information Science and Systems, 2016

A game-theoretic perspective on communication for omniscience.

Ni Ding, Chung Chan, Tie Liu, Rodney A. Kennedy, Parastoo Sadeghi

Proceedings of the 2016 Australian Communications Theory Workshop, AusCTW 2016, Melbourne, 2016

Duality between feature selection and data clustering.

Chung Chan, Ali Al-Bashabsheh, Qiaoqiao Zhou, Tie Liu

Proceedings of the 54th Annual Allerton Conference on Communication, 2016

2015

Multivariate Mutual Information Inspired by Secret-Key Agreement.

Chung Chan, Ali Al-Bashabsheh, Javad B. Ebrahimi, Tarik Kaced, Tie Liu

Proc. IEEE, 2015

Successive omniscience.

Chung Chan, Ali Al-Bashabsheh, Javad B. Ebrahimi, Tarik Kaced, Swanand Kadhe, Tie Liu, Alex Sprintson, Muxi Yan, Qiaoqiao Zhou

Proceedings of the 2015 International Symposium on Network Coding, 2015

Multilevel diversity coding with regeneration.

Chao Tian, Tie Liu

Proceedings of the IEEE International Symposium on Information Theory, 2015

On the limits of treating interference as noise for two-user symmetric Gaussian interference channels.

Shuo Li, Yu-Chih Huang, Tie Liu, Henry D. Pfister

Proceedings of the IEEE International Symposium on Information Theory, 2015

A marginal characterization of entropy functions for conditional mutually independent random variables (with application to Wyner's common information).

Qi Chen, Fan Cheng, Tie Liu, Raymond W. Yeung

Proceedings of the IEEE International Symposium on Information Theory, 2015

Clustering by multivariate mutual information under Chow-Liu tree approximation.

Chung Chan, Tie Liu

Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

2014

Symmetrical Multilevel Diversity Coding and Subset Entropy Inequalities.

Jinjing Jiang, Neeharika Marukala, Tie Liu

IEEE Trans. Inf. Theory, 2014

Symmetric Two-User Gaussian Interference Channel with Common Messages.

Quan Geng, Tie Liu

CoRR, 2014

Polyhedral description of the symmetrical latency capacity region of broadcast channels.

Amir Salimi, Tie Liu, Shuguang Cui

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Symmetric two-user Gaussian interference channel with common message with very low interference.

Quan Geng, Tie Liu

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Two-user degraded broadcast channel with channel state information at transmitter and message side information at receivers.

Lin Song, Haiyang Xin, Xiaojun Yuan, Tie Liu

Proceedings of the 52nd Annual Allerton Conference on Communication, 2014

2013

Worst-Case Expected-Capacity Loss of Slow-Fading Channels.

Jae Won Yoo, Tie Liu, Shlomo Shamai, Chao Tian

IEEE Trans. Inf. Theory, 2013

New Results on Multiple-Input Multiple-Output Broadcast Channels With Confidential Messages.

Ruoheng Liu, Tie Liu, H. Vincent Poor, Shlomo Shamai

IEEE Trans. Inf. Theory, 2013

Secure Symmetrical Multilevel Diversity Coding.

Anantharaman Balasubramanian, Hung D. Ly, Shuo Li, Tie Liu, Scott L. Miller

IEEE Trans. Inf. Theory, 2013

Generalized cut-set bounds for broadcast networks.

Amir Salimi, Tie Liu, Shuguang Cui

Proceedings of the 51st Annual Allerton Conference on Communication, 2013

2012

Generalized cut-set bounds for networks with collocated messages.

Amir Salimi, Tie Liu, Shuguang Cui

Proceedings of the International Symposium on Network Coding, 2012

The rate region of secure symmetrical multilevel diversity coding.

Jinjing Jiang, Tie Liu, Scott L. Miller

Proceedings of the International Symposium on Network Coding, 2012

Worst-case expected-rate loss of slow-fading channels.

Jae Won Yoo, Tie Liu, Shlomo Shamai (Shitz)

Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Gaussian robust sequential and predictive coding.

Lin Song, Jun Chen, Jia Wang, Tie Liu

Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

On private broadcasting over independent parallel channels.

Ashish Khisti, Tie Liu

Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Symmetrical multilevel diversity coding with an all-access encoder.

Jinjing Jiang, Neeharika Marukala, Tie Liu

Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

2011

Secret Writing on Dirty Paper: A Deterministic View

Mustafa El-Halabi, Tie Liu, Costas N. Georghiades

CoRR, 2011

On dispersion of modulo lattice additive noise channels.

Jinjing Jiang, Tie Liu

Proceedings of the 8th International Symposium on Wireless Communication Systems, 2011

Secret writing on dirty paper: A deterministic view.

Mustafa El-Halabi, Tie Liu, Costas N. Georghiades, Shlomo Shamai

Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

Symmetric Gaussian interference channel with state information.

Lili Zhang, Tie Liu, Shuguang Cui

Proceedings of the 49th Annual Allerton Conference on Communication, 2011

Coding for parallel Gaussian bi-directional relay channels: A deterministic approach.

Yu-Chih Huang, Krishna R. Narayanan, Tie Liu

Proceedings of the 49th Annual Allerton Conference on Communication, 2011

2010

Multiple-Input Multiple-Output Gaussian Broadcast Channels With Common and Confidential Messages.

Hung D. Ly, Tie Liu, Yingbin Liang

IEEE Trans. Inf. Theory, 2010

Multiple-input multiple-output Gaussian broadcast channels with confidential messages.

Ruoheng Liu, Tie Liu, H. Vincent Poor, Shlomo Shamai

IEEE Trans. Inf. Theory, 2010

A vector generalization of costa's entropy-power inequality with applications.

Ruoheng Liu, Tie Liu, H. Vincent Poor, Shlomo Shamai

IEEE Trans. Inf. Theory, 2010

Security embedding codes.

Hung D. Ly, Tie Liu, Yufei W. Blankenship

Proceedings of the IEEE International Symposium on Information Theory, 2010

MIMO Gaussian broadcast channels with confidential and common messages.

Ruoheng Liu, Tie Liu, H. Vincent Poor, Shlomo Shamai

Proceedings of the IEEE International Symposium on Information Theory, 2010

The capacity-equivocation region of the MIMO Gaussian wiretap channel.

Ruoheng Liu, Tie Liu, H. Vincent Poor, Shlomo Shamai

Proceedings of the IEEE International Symposium on Information Theory, 2010

2009

The capacity region of the degraded multiple-input multiple-output compound broadcast channel.

Hanan Weingarten, Tie Liu, Shlomo Shamai, Yossef Steinberg, Pramod Viswanath

IEEE Trans. Inf. Theory, 2009

A note on the secrecy capacity of the multiple-antenna wiretap channel.

Tie Liu, Shlomo Shamai

IEEE Trans. Inf. Theory, 2009

On the average rate performance of hybrid-ARQ in quasi-static fading channels.

Cong Shen, Tie Liu, Michael P. Fitz

IEEE Trans. Commun., 2009

A channel-enhancement approach to the secrecy capacity of the multiantenna wiretap channel.

Tie Liu, Shlomo Shamai

Proceedings of the 2009 IEEE Information Theory Workshop, 2009

Generalized results of transmission capacities for overlaid wireless networks.

Changchuan Yin, Changhai Chen, Tie Liu, Shuguang Cui

Proceedings of the IEEE International Symposium on Information Theory, 2009

Gaussian broadcast channels with receiver message side information.

Tie Liu, Jae Won Yoo, Feng Xue

Proceedings of the IEEE International Symposium on Information Theory, 2009

MIMO Gaussian broadcast channels with confidential messages.

Ruoheng Liu, Tie Liu, H. Vincent Poor, Shlomo Shamai

Proceedings of the IEEE International Symposium on Information Theory, 2009

A vector generalization of Costa entropy-power inequality and applications.

Ruoheng Liu, Tie Liu, H. Vincent Poor, Shlomo Shamai

Proceedings of the IEEE International Symposium on Information Theory, 2009

On secrecy capacity per unit cost.

Mustafa El-Halabi, Tie Liu, Costas N. Georghiades

Proceedings of the IEEE International Symposium on Information Theory, 2009

Transmission Capacities for Overlaid Wireless Ad Hoc Networks with Outage Constraints.

Changchuan Yin, Long Gao, Tie Liu, Shuguang Cui

Proceedings of IEEE International Conference on Communications, 2009

2008

Aggressive Transmission with ARQ in Quasi-Static Fading Channels.

Cong Shen, Tie Liu, Michael P. Fitz

Proceedings of IEEE International Conference on Communications, 2008

Broadcasting with receiver message side information: A deterministic approach.

Jae Won Yoo, Tie Liu, Feng Xue

Proceedings of the 46th Annual Allerton Conference on Communication, 2008

2007

A Note on the Secrecy Capacity of the Multi-antenna Wiretap Channel

Tie Liu, Shlomo Shamai

CoRR, 2007

The Capacity Region of the Degraded MIMO Compound Broadcast Channel.

Hanan Weingarten, Tie Liu, Shlomo Shamai, Yossef Steinberg, Pramod Viswanath

Proceedings of the IEEE International Symposium on Information Theory, 2007

2006

Some Information Theoretic Aspects of Reliable Communication With Transmitter Side Information

Tie Liu

PhD thesis, 2006

Opportunistic orthogonal writing on dirty paper.

Tie Liu, Pramod Viswanath

IEEE Trans. Inf. Theory, 2006

On error exponents of modulo lattice additive noise channels.

Tie Liu, Pierre Moulin, Ralf Koetter

IEEE Trans. Inf. Theory, 2006

Two Proofs of the Fisher Information Inequality via Data Processing Arguments

Tie Liu, Pramod Viswanath

CoRR, 2006

An Extremal Inequality Motivated by Multiterminal Information Theoretic Problems.

Tie Liu, Pramod Viswanath

Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

2005

Watermarking via optimization algorithms for quantizing randomized semi-global image statistics.

Mehmet Kivanç Mihçak, Ramarathnam Venkatesan, Tie Liu

Multim. Syst., 2005

2004

Scale-invariant image watermarking via optimization algorithms for quantizing randomized statistics.

Tie Liu, Ramarathnam Venkatesan, Mehmet Kivanç Mihçak

Proceedings of the 6th workshop on Multimedia & Security, 2004

On error exponents of nested lattice codes for the AWGN channel.

Tie Liu, Pierre Moulin, Ralf Koetter

Proceedings of the 2004 IEEE Information Theory Workshop, 2004

2003

Error exponents for one-bit watermarking.

Tie Liu, Pierre Moulin

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003