En-Hui Yang

Orcid: 0000-0003-1504-7584

Affiliations:
  • University of Waterloo, Canada


According to our database1, En-Hui Yang authored at least 162 papers between 1993 and 2025.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 2008, "For contributions to source coding".

Timeline

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Bibliography

2025
A coded knowledge distillation framework for image classification based on adaptive JPEG encoding.
Pattern Recognit., 2025

2024
AdaFed: Fair Federated Learning via Adaptive Common Descent Direction.
Trans. Mach. Learn. Res., 2024

JPEG Compliant Compression for DNN Vision.
IEEE J. Sel. Areas Inf. Theory, 2024

JPEG Inspired Deep Learning.
CoRR, 2024

Conditional Mutual Information Constrained Deep Learning: Framework and Preliminary Results.
Proceedings of the IEEE International Symposium on Information Theory, 2024

Fed-IT: Addressing Class Imbalance in Federated Learning through an Information- Theoretic Lens.
Proceedings of the IEEE International Symposium on Information Theory, 2024

Knowledge Distillation Based on Transformed Teacher Matching.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Bayes Conditional Distribution Estimation for Knowledge Distillation Based on Conditional Mutual Information.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Markov Knowledge Distillation: Make Nasty Teachers Trained by Self-undermining Knowledge Distillation Fully Distillable.
Proceedings of the Computer Vision - ECCV 2024, 2024

2023
Conditional Mutual Information Constrained Deep Learning for Classification.
CoRR, 2023

Deep Selector-JPEG: Adaptive JPEG Image Compression for Computer Vision in Image classification with Human Vision Criteria.
CoRR, 2023

2022
Modeling and Energy Analysis of Adversarial Perturbations in Deep Image Classification Security.
Proceedings of the 17th Canadian Workshop on Information Theory, 2022

2021
Compression Helps Deep Learning in Image Classification.
Entropy, 2021

High Performance Convolution Using Sparsity and Patterns for Inference in Deep Convolutional Neural Networks.
CoRR, 2021

A Watermarking-Based Framework for Protecting Deep Image Classifiers Against Adversarial Attacks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020
Rate Distortion Optimization: A Joint Framework and Algorithms for Random Access Hierarchical Video Coding.
IEEE Trans. Image Process., 2020

Adaptive quantization parameter selection for low-delay HEVC via temporal propagation length estimation.
Signal Process. Image Commun., 2020

Targeted Attack for Deep Hashing Based Retrieval.
Proceedings of the Computer Vision - ECCV 2020, 2020

Depth-First Decoding of Distributed Arithmetic Codes for Uniform Binary Sources.
Proceedings of the Data Compression Conference, 2020

2019
On Optimal Information-Theoretically Secure Key Management.
Proceedings of the 16th Canadian Workshop on Information Theory, 2019

2018
Adaptive Quantization Parameter Selection For H.265/HEVC by Employing Inter-Frame Dependency.
IEEE Trans. Circuits Syst. Video Technol., 2018

Fully Connected Network for HEVC CU Split Decision equipped with Laplacian Transparent Composite Model.
Proceedings of the 2018 Picture Coding Symposium, 2018

Low-Delay Hevc Adaptive Quantization Parameter Selection through Temporal Propagation Length Estimation.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017
Correction to "Fast Mode Selection for HEVC Intra-Frame Coding With Entropy Coding Refinement Based on a Transparent Composite Model".
IEEE Trans. Circuits Syst. Video Technol., 2017

Lightweight security protocols for the Internet of Things.
Proceedings of the 28th IEEE Annual International Symposium on Personal, 2017

Information-theoretically secure key generation and management.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Fast HEVC intra coding algorithm based on machine learning and Laplacian Transparent Composite Model.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016
Analysis on Tailed Distributed Arithmetic Codes for Uniform Binary Sources.
IEEE Trans. Commun., 2016

Hamming Distance Spectrum of DAC Codes for Equiprobable Binary Sources.
IEEE Trans. Commun., 2016

On coding for data analytics: New information distances.
Proceedings of the 2016 Information Theory and Applications Workshop, 2016

Bipartite grammar-based representations of large sparse binary matrices: Framework and transforms.
Proceedings of the 2016 International Symposium on Information Theory and Its Applications, 2016

Scene-based low delay HEVC encoding framework based on transparent composite modeling.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015
New Nonasymptotic Channel Coding Theorems for Structured Codes.
IEEE Trans. Inf. Theory, 2015

An Efficient DCT-Based Image Compression System Based on Laplacian Transparent Composite Model.
IEEE Trans. Image Process., 2015

Fast Soft Decision Quantization With Adaptive Preselection and Dynamic Trellis Graph.
IEEE Trans. Circuits Syst. Video Technol., 2015

Fast Mode Selection for HEVC Intra-Frame Coding With Entropy Coding Refinement Based on a Transparent Composite Model.
IEEE Trans. Circuits Syst. Video Technol., 2015

Set mapping induced image perceptual similarity distance.
Proceedings of the 2015 Information Theory and Applications Workshop, 2015

Fast inter mode decision for HEVC based on transparent composite model.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Low-complexity rate control in video coding based on bi-geometric transparent composite models.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

2014
Constellation and Rate Selection in Adaptive Modulation and Coding Based on Finite Blocklength Analysis and Its Application to LTE.
IEEE Trans. Wirel. Commun., 2014

A Universal Grammar-Based Code for Lossless Compression of Binary Trees.
IEEE Trans. Inf. Theory, 2014

On the Information Theoretic Performance Comparison of Causal Video Coding and Predictive Video Coding.
IEEE Trans. Inf. Theory, 2014

Capacity Analysis of Linear Operator Channels Over Finite Fields.
IEEE Trans. Inf. Theory, 2014

Transparent Composite Model for DCT Coefficients: Design and Analysis.
IEEE Trans. Image Process., 2014

Quantization Table Design Revisited for Image/Video Coding.
IEEE Trans. Image Process., 2014

Fast Motion Estimation Based on Confidence Interval.
IEEE Trans. Circuits Syst. Video Technol., 2014

An efficient DCT-based image compression system based on transparent composite model.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Fast intra mode decision for HEVC based on Transparent Composite Model.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Designing Optimal Multiresolution Quantizers with Error Detecting Codes.
IEEE Trans. Wirel. Commun., 2013

Interactive Encoding and Decoding Based on Binary LDPC Codes With Syndrome Accumulation.
IEEE Trans. Inf. Theory, 2013

Constellation and rate selection in adaptive modulation and coding based on finite blocklength analysis.
Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013

New non-asymptotic random channel coding theorems.
Proceedings of the 2013 Information Theory and Applications Workshop, 2013

Redundancy analysis in lossless compression of a binary tree via its minimal DAG representation.
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Optimal multiresolution quantization with error detecting codes for broadcast channels.
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Confidence interval based motion estimation.
Proceedings of the IEEE International Conference on Image Processing, 2013

A High Throughput Multi Symbol CABAC Framework for Hybrid Video Codecs.
Proceedings of the 2013 Data Compression Conference, 2013

On separation of source and channel coding in the finite block length regime.
Proceedings of the 13th Canadian Workshop on Information Theory, 2013

Transparent composite model for large scale image/video processing.
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

2012
Jar Decoding: Non-Asymptotic Converse Coding Theorems, Taylor-Type Expansion, and Optimality
CoRR, 2012

Non-asymptotic equipartition properties for independent and identically distributed sources.
Proceedings of the 2012 Information Theory and Applications Workshop, 2012

Jar decoding: LDPC coding theorems for binary input memoryless channels.
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Channel capacity in the non-asymptotic regime: Taylor-type expansion and computable benchmarks.
Proceedings of the 50th Annual Allerton Conference on Communication, 2012

Non-asymptotic fixed-rate Slepian-Wolf coding theorem.
Proceedings of the 50th Annual Allerton Conference on Communication, 2012

Causal coding of multiple jointly Gaussian sources.
Proceedings of the 50th Annual Allerton Conference on Communication, 2012

2011
Rate Distortion Theory for Causal Video Coding: Characterization, Computation Algorithm, and Comparison.
IEEE Trans. Inf. Theory, 2011

Linear Interactive Encoding and Decoding for Lossless Source Coding With Decoder Only Side Information.
IEEE Trans. Inf. Theory, 2011

Universal Lossless Data Compression Via Binary Decision Diagrams
CoRR, 2011

Tree interactive encoding and decoding: Conditionally Φ-mixing sources.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

Dithered soft decision quantization for baseline JPEG encoding and its joint optimization with huffman coding and quantization table selection.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2010
Design and Analysis of Optimal Noisy Channel Quantization With Random Index Assignment.
IEEE Trans. Inf. Theory, 2010

Interactive encoding and decoding for one way learning: near lossless recovery with side information at the decoder.
IEEE Trans. Inf. Theory, 2010

Linear Operator Channels over Finite Fields
CoRR, 2010

An improved iterative algorithm for calculating the ratedistortion performance of causal video coding for continuous sources and its application to real video data.
Proceedings of the Picture Coding Symposium, 2010

On interactive encoding and decoding for distributed lossless coding of individual sequences.
Proceedings of the Information Theory and Applications Workshop, 2010

Coding for linear operator channels over finite fields.
Proceedings of the IEEE International Symposium on Information Theory, 2010

Optimal multiresolution quantization for broadcast channels with random index assignment.
Proceedings of the IEEE International Symposium on Information Theory, 2010

On the error exponent to redundancy ratio of interactive encoding and decoding.
Proceedings of the IEEE International Symposium on Information Theory, 2010

2009
Spectrum sensing in cognitive radio using goodness of fit testing.
IEEE Trans. Wirel. Commun., 2009

On the redundancy of Slepian--Wolf coding.
IEEE Trans. Inf. Theory, 2009

On the linear codebook-level duality between Slepian-Wolf coding and channel coding.
IEEE Trans. Inf. Theory, 2009

Down-Sampling Design in DCT Domain With Arbitrary Ratio for Image/Video Transcoding.
IEEE Trans. Image Process., 2009

Joint Optimization of Run-Length Coding, Huffman Coding, and Quantization Table With Complete Baseline JPEG Decoder Compatibility.
IEEE Trans. Image Process., 2009

Soft Decision Quantization for H.264 With Main Profile Compatibility.
IEEE Trans. Circuits Syst. Video Technol., 2009

A cross-layer design framework for robust IPTV services over IEEE 802.16 networks.
IEEE J. Sel. Areas Commun., 2009

A computation approach to the minimum total rate problem of causal video coding.
Proceedings of the IEEE International Symposium on Information Theory, 2009

Structural complexity of random binary trees.
Proceedings of the IEEE International Symposium on Information Theory, 2009

Entropy constrained color splitting for palette images.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Adaptive quantization with balanced distortion distribution and its application to H.264 intra coding.
Proceedings of the International Conference on Image Processing, 2009

Full rate distortion optimizaton of MPEG-2 video coding.
Proceedings of the International Conference on Image Processing, 2009

Joint watermarking and compression for Gaussian and Laplacian sources using uniform vector quantization.
Proceedings of the IEEE International Conference on Acoustics, 2009

Joint optimization of run-length coding, context-based arithmetic coding and quantization step sizes.
Proceedings of the 22nd Canadian Conference on Electrical and Computer Engineering, 2009

Interactive encoding and decoding based on syndrome accumulation over binary LDPC ensembles: Universality and rate-adaptivity.
Proceedings of the 47th Annual Allerton Conference on Communication, 2009

2008
On Information Embedding When Watermarks and Covertexts are Correlated.
IEEE Trans. Inf. Theory, 2008

Universal Multiterminal Source Coding Algorithms With Asymptotically Zero Feedback: Fixed Database Case.
IEEE Trans. Inf. Theory, 2008

A Framework of Cross-Layer Superposition Coded Multicast for Robust IPTV Services over WiMAX.
Proceedings of the WCNC 2008, IEEE Wireless Communications & Networking Conference, March 31 2008, 2008

Optimal quantization for noisy channels with random index assignment.
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

On interactive encoding and decoding for lossless source coding with decoder only side information.
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

On achievable distortion regions of analog Gaussian watermarking.
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

Down-sampling in DCT domain using linear transform with double-sided multiplication for image/video transcoding.
Proceedings of the IEEE International Conference on Acoustics, 2008

Low-density linear IED schemes for lossless source coding with decoder only side information.
Proceedings of the 46th Annual Allerton Conference on Communication, 2008

2007
Rate Distortion Optimization for H.264 Interframe Coding: A General Framework and Algorithms.
IEEE Trans. Image Process., 2007

A Greedy Renormalization Method for Arithmetic Coding.
IEEE Trans. Commun., 2007

Universal Data Compression with Side Information at the Decoder by Using Traditional Universal Lossless Compression Algorithms.
Proceedings of the IEEE International Symposium on Information Theory, 2007

On Reversible Embedding When Watermarks and Covertexts Are Correlated.
Proceedings of the IEEE International Symposium on Information Theory, 2007

Constructing LDPC Codes by 2-Lifts.
Proceedings of the IEEE International Symposium on Information Theory, 2007

Redundancy of Variable Rate Slepian-Wolf Codes from the Decoder's Perspective.
Proceedings of the IEEE International Symposium on Information Theory, 2007

An Efficient Motion Estimation Method for H.264-Based Video Transcoding with Spatial Resolution Conversion.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Joint Optimization of Run-Length Coding, Huffman Coding and Quantization Table with Complete Baseline JPEG Compatibility.
Proceedings of the International Conference on Image Processing, 2007

2006
Quality-aware images.
IEEE Trans. Image Process., 2006

Low-Density Parity-Check Code with Fast Decoding Speed
CoRR, 2006

Rate Distortion Optimization of H.264 with Main Profile Compatibility.
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

On the Duality between Slepian-Wolf Coding and Channel Coding.
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

A Lower Bound for Variable Rate Slepian-Wolf Coding.
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

Algorithms for Computing Joint Compression and Private Watermarking Rate Regions.
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

End-to-end loss discrimination for improved throughput performance in heterogeneous networks.
Proceedings of the 3rd IEEE Consumer Communications and Networking Conference, 2006

2005
Joint watermarking and compression using scalar quantization for maximizing robustness in the presence of additive Gaussian attacks.
IEEE Trans. Signal Process., 2005

The universality of grammar-based codes for sources with countably infinite alphabets.
IEEE Trans. Inf. Theory, 2005

Rate-distortion Optimization for MP3 Audio Coding with Complete Decoder Compatibility.
Proceedings of the IEEE 7th Workshop on Multimedia Signal Processing, 2005

Closed-Form Formulas for Private Watermarking Capacities of Laplacian Sources with the Magnitude-Error Distortion Measure and Under Additive Attacks.
Proceedings of the Digital Watermarking, 4th International Workshop, 2005

On the pointwise redundancy of the LZ78 algorithm.
Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005

String matching-based universal source codes for source networks with asymptotically zero feedback.
Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005

On Joint Optimization of Motion Compensation, Quantization and Baseline Entropy Coding in H.264 with Complete Decoder Compatibility.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004
Grammar-based lossless universal refinement source coding.
IEEE Trans. Inf. Theory, 2004

Problems on Sequences: Information Theory and Computer Science Interface.
IEEE Trans. Inf. Theory, 2004

Performance analysis of grammar-based codes revisited.
IEEE Trans. Inf. Theory, 2004

Asymptotically Gaussian weight distribution and performance of multicomponent turbo block codes and product codes.
IEEE Trans. Commun., 2004

On the input-output weight enumerators of product accumulate codes.
IEEE Commun. Lett., 2004

Grammar-based coding: new perspectives.
Proceedings of the 2004 IEEE Information Theory Workshop, 2004

Low-density parity-check codes with fast decoding convergence speed.
Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004

On Achievable Regions of Public Multiple-Access Gaussian Watermarking Systems.
Proceedings of the Information Hiding, 6th International Workshop, 2004

2003
Efficient universal lossless data compression algorithms based on a greedy sequential grammar transform .2. With context models.
IEEE Trans. Inf. Theory, 2003

Context-dependent multilevel pattern matching for lossless image compression.
IEEE Trans. Inf. Theory, 2003

Universal compression of ergodic quantum sources.
Quantum Inf. Comput., 2003

Optimization strategies for quantization watermarking with application to image authentication.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Speeding up Arithmetic Coding using Greedy Re-normalization.
Proceedings of the 2003 Data Compression Conference (DCC 2003), 2003

2002
Structured grammar-based codes for universal lossless data compression.
Commun. Inf. Syst., 2002

2001
The redundancy of source coding with a fidelity criterion - Part II: Coding at a fixed rate level with unknown statistics.
IEEE Trans. Inf. Theory, 2001

Universal lossless data compression with side information by using a conditional MPM grammar transform.
IEEE Trans. Inf. Theory, 2001

Throughput analysis of CDMA systems using multiuser receivers.
IEEE Trans. Commun., 2001

2000
Efficient universal lossless data compression algorithms based on a greedy sequential grammar transform - Part one: Without context models.
IEEE Trans. Inf. Theory, 2000

Universal lossless compression via multilevel pattern matching.
IEEE Trans. Inf. Theory, 2000

Grammar-based codes: A new class of universal lossless source codes.
IEEE Trans. Inf. Theory, 2000

Estimating DNA sequence entropy.
Proceedings of the Eleventh Annual ACM-SIAM Symposium on Discrete Algorithms, 2000

Applications of YK Algorithm to the Internet Transmission of Web-Data: Implementation Issues and Modifications.
Proceedings of the Data Compression Conference, 2000

1999
The shortest common superstring problem: Average case analysis for both exact and approximate matching.
IEEE Trans. Inf. Theory, 1999

On the Redundancy of Lossy Source Coding with Abstract Alphabets.
IEEE Trans. Inf. Theory, 1999

Variable-Rate Trellis Source Encoding.
IEEE Trans. Inf. Theory, 1999

Arithmetic coding with dual symbol sets and its performance analysis.
IEEE Trans. Image Process., 1999

A Simple Technique for Bounding the Pointwise Redundancy of the 1978 Lempel-Ziv Algorithm.
Proceedings of the Data Compression Conference, 1999

1998
An On-Line Universal Lossy Data Compression Algorithm via Continuous Codebook Refinement - Part III: Redundancy Analysis.
IEEE Trans. Inf. Theory, 1998

On the Performance of Data Compression Algorithms Based Upon String Matching.
IEEE Trans. Inf. Theory, 1998

Complexity of Preprocessor in MPM Data Compression System.
Proceedings of the Data Compression Conference, 1998

1997
The redundancy of source coding with a fidelity criterion: 1. Known statistics.
IEEE Trans. Inf. Theory, 1997

Fixed-slope universal lossy data compression.
IEEE Trans. Inf. Theory, 1997

On the redundancy of the fixed-database Lempel-Ziv algorithm for phi -mixing sources.
IEEE Trans. Inf. Theory, 1997

Identification via compressed data.
IEEE Trans. Inf. Theory, 1997

1996
An on-line universal lossy data compression algorithm via continuous codebook refinement - Part II. Optimality for phi-mixing source models.
IEEE Trans. Inf. Theory, 1996

Simple universal lossy data compression schemes derived from the Lempel-Ziv algorithm.
IEEE Trans. Inf. Theory, 1996

Sequential codes, lossless compression of individual sequences, and Kolmogorov complexity.
IEEE Trans. Inf. Theory, 1996

Dual set arithmetic coding and its applications to image coding.
Proceedings of the 8th European Signal Processing Conference, 1996

1995
A variant of address vector quantization for image compression using lossless conditional entropy coding.
Proceedings of the 1995 International Conference on Acoustics, 1995

1993
Distortion program-size complexity with respect to a fidelity criterion and rate-distortion function.
IEEE Trans. Inf. Theory, 1993


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