Tie Liu

Orcid: 0000-0002-6412-2432

Affiliations:
  • Texas A&M University, Department of Electrical and Computer Engineering, College Station, TX, USA
  • University of Illinois, Urbana-Champaign, Urbana, IL, USA (former)


According to our database1, Tie Liu authored at least 78 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
From Function to Distribution Modeling: A PAC-Generative Approach to Offline Optimization.
CoRR, 2024

2023
Stochastic chaining and strengthened information-theoretic generalization bounds.
J. Frankl. Inst., 2023

Exactly Tight Information-Theoretic Generalization Error Bound for the Quadratic Gaussian Problem.
Proceedings of the IEEE International Symposium on Information Theory, 2023

2022
Individually Conditional Individual Mutual Information Bound on Generalization Error.
IEEE Trans. Inf. Theory, 2022

Improved Weakly Private Information Retrieval Codes.
Proceedings of the IEEE International Symposium on Information Theory, 2022

2020
Capacity-Achieving Private Information Retrieval Codes From MDS-Coded Databases With Minimum Message Size.
IEEE Trans. Inf. Theory, 2020

Weakly Secure Symmetric Multilevel Diversity Coding.
IEEE Trans. Inf. Theory, 2020

Deep Reinforcement Learning based Wireless Network Optimization: A Comparative Study.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

2018
Convex clustering with metric learning.
Pattern Recognit., 2018

Multilevel Diversity Coding with Secure Regeneration: Separate Coding Achieves the MBR Point.
Entropy, 2018

New results on multilevel diversity coding with secure regeneration.
Sci. China Inf. Sci., 2018

2017
Joint Rate Control and Scheduling for Real-Time Wireless Networks.
IEEE Trans. Wirel. Commun., 2017

Detection of Cooperative Interactions in Logistic Regression Models.
IEEE Trans. Signal Process., 2017

On the Tradeoff Region of Secure Exact-Repair Regenerating Codes.
IEEE Trans. Inf. Theory, 2017

2016
Info-Clustering: A Mathematical Theory for Data Clustering.
IEEE Trans. Mol. Biol. Multi Scale Commun., 2016

Multilevel Diversity Coding With Regeneration.
IEEE Trans. Inf. Theory, 2016

Coding for Parallel Gaussian Bidirectional Relay Channels: A Deterministic Approach.
IEEE Trans. Inf. Theory, 2016

Successive Omniscience.
IEEE Trans. Inf. Theory, 2016

Cyclically symmetric entropy inequalities.
Proceedings of the IEEE International Symposium on Information Theory, 2016

Orbit-entropy cones and extremal pairwise orbit-entropy inequalities.
Proceedings of the IEEE International Symposium on Information Theory, 2016

Pairwise interaction analysis of logistic regression models.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Multilevel diversity coding with regeneration: Separate coding achieves the MBR point.
Proceedings of the 2016 Annual Conference on Information Science and Systems, 2016

A game-theoretic perspective on communication for omniscience.
Proceedings of the 2016 Australian Communications Theory Workshop, AusCTW 2016, Melbourne, 2016

Duality between feature selection and data clustering.
Proceedings of the 54th Annual Allerton Conference on Communication, 2016

2015
Generalized Cut-Set Bounds for Broadcast Networks.
IEEE Trans. Inf. Theory, 2015

Multivariate Mutual Information Inspired by Secret-Key Agreement.
Proc. IEEE, 2015

Successive omniscience.
Proceedings of the 2015 International Symposium on Network Coding, 2015

On the limits of treating interference as noise for two-user symmetric Gaussian interference channels.
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).
Proceedings of the IEEE International Symposium on Information Theory, 2015

Clustering by multivariate mutual information under Chow-Liu tree approximation.
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

2014
Private Broadcasting Over Independent Parallel Channels.
IEEE Trans. Inf. Theory, 2014

Symmetrical Multilevel Diversity Coding and Subset Entropy Inequalities.
IEEE Trans. Inf. Theory, 2014

Symmetric Two-User Gaussian Interference Channel with Common Messages.
CoRR, 2014

Polyhedral description of the symmetrical latency capacity region of broadcast channels.
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.
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.
Proceedings of the 52nd Annual Allerton Conference on Communication, 2014

2013
Worst-Case Expected-Capacity Loss of Slow-Fading Channels.
IEEE Trans. Inf. Theory, 2013

Gaussian Robust Sequential and Predictive Coding.
IEEE Trans. Inf. Theory, 2013

New Results on Multiple-Input Multiple-Output Broadcast Channels With Confidential Messages.
IEEE Trans. Inf. Theory, 2013

Secure Symmetrical Multilevel Diversity Coding.
IEEE Trans. Inf. Theory, 2013

Secrecy Capacity per Unit Cost.
IEEE J. Sel. Areas Commun., 2013

2012
Secret Writing on Dirty Paper: A Deterministic View.
IEEE Trans. Inf. Theory, 2012

Security Embedding Codes.
IEEE Trans. Inf. Forensics Secur., 2012

Generalized cut-set bounds for networks with collocated messages.
Proceedings of the International Symposium on Network Coding, 2012

The rate region of secure symmetrical multilevel diversity coding.
Proceedings of the International Symposium on Network Coding, 2012

Worst-case expected-rate loss of slow-fading channels.
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Symmetrical multilevel diversity coding with an all-access encoder.
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

2011
Secret Writing on Dirty Paper: A Deterministic View
CoRR, 2011

On dispersion of modulo lattice additive noise channels.
Proceedings of the 8th International Symposium on Wireless Communication Systems, 2011

Symmetric Gaussian interference channel with state information.
Proceedings of the 49th Annual Allerton Conference on Communication, 2011

Coding for parallel Gaussian bi-directional relay channels: A deterministic approach.
Proceedings of the 49th Annual Allerton Conference on Communication, 2011

2010
Multiple-Input Multiple-Output Gaussian Broadcast Channels With Common and Confidential Messages.
IEEE Trans. Inf. Theory, 2010

Multiple-input multiple-output Gaussian broadcast channels with confidential messages.
IEEE Trans. Inf. Theory, 2010

A vector generalization of costa's entropy-power inequality with applications.
IEEE Trans. Inf. Theory, 2010

MIMO Gaussian broadcast channels with confidential and common messages.
Proceedings of the IEEE International Symposium on Information Theory, 2010

The capacity-equivocation region of the MIMO Gaussian wiretap channel.
Proceedings of the IEEE International Symposium on Information Theory, 2010

2009
The capacity region of the degraded multiple-input multiple-output compound broadcast channel.
IEEE Trans. Inf. Theory, 2009

A note on the secrecy capacity of the multiple-antenna wiretap channel.
IEEE Trans. Inf. Theory, 2009

On the average rate performance of hybrid-ARQ in quasi-static fading channels.
IEEE Trans. Commun., 2009

A channel-enhancement approach to the secrecy capacity of the multiantenna wiretap channel.
Proceedings of the 2009 IEEE Information Theory Workshop, 2009

Generalized results of transmission capacities for overlaid wireless networks.
Proceedings of the IEEE International Symposium on Information Theory, 2009

Gaussian broadcast channels with receiver message side information.
Proceedings of the IEEE International Symposium on Information Theory, 2009

MIMO Gaussian broadcast channels with confidential messages.
Proceedings of the IEEE International Symposium on Information Theory, 2009

A vector generalization of Costa entropy-power inequality and applications.
Proceedings of the IEEE International Symposium on Information Theory, 2009

Transmission Capacities for Overlaid Wireless Ad Hoc Networks with Outage Constraints.
Proceedings of IEEE International Conference on Communications, 2009

2008
Aggressive Transmission with ARQ in Quasi-Static Fading Channels.
Proceedings of IEEE International Conference on Communications, 2008

Broadcasting with receiver message side information: A deterministic approach.
Proceedings of the 46th Annual Allerton Conference on Communication, 2008

2007
An Extremal Inequality Motivated by Multiterminal Information-Theoretic Problems.
IEEE Trans. Inf. Theory, 2007

A Note on the Secrecy Capacity of the Multi-antenna Wiretap Channel
CoRR, 2007

The Capacity Region of the Degraded MIMO Compound Broadcast Channel.
Proceedings of the IEEE International Symposium on Information Theory, 2007

2006
Some Information Theoretic Aspects of Reliable Communication With Transmitter Side Information
PhD thesis, 2006

Opportunistic orthogonal writing on dirty paper.
IEEE Trans. Inf. Theory, 2006

On error exponents of modulo lattice additive noise channels.
IEEE Trans. Inf. Theory, 2006

Two Proofs of the Fisher Information Inequality via Data Processing Arguments
CoRR, 2006

2005
Watermarking via optimization algorithms for quantizing randomized semi-global image statistics.
Multim. Syst., 2005

2004
Scale-invariant image watermarking via optimization algorithms for quantizing randomized statistics.
Proceedings of the 6th workshop on Multimedia & Security, 2004

On error exponents of nested lattice codes for the AWGN channel.
Proceedings of the 2004 IEEE Information Theory Workshop, 2004

2003
Error exponents for one-bit watermarking.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003


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