Jun Chen
Orcid: 0000-0002-8084-9332Affiliations:
- McMaster University, Department of Electrical and Computer Engineering, Hamilton, ON, Canada
- IBM Thomas J. Watson Research Center, Yorktown Heights, NY, USA (2006 - 2007)
- University of Illinois at Urbana-Champaign, Urbana, IL, USA (2005 - 2006)
- Cornell University, Ithaca, NY, USA (PhD 2006)
- Shanghai Jiao Tong University, China (until 2001)
According to our database1,
Jun Chen authored at least 236 papers
between 2005 and 2026.
Collaborative distances:
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Bibliography
2026
Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication.
IEEE Trans. Inf. Theory, May, 2026
CoRR, May, 2026
PVRF: All-in-one Adverse Weather Removal via Prior-modulated and Velocity-constrained Rectified Flow.
CoRR, May, 2026
Constructive Approaches to Perception-Aware Lossy Source Coding: Information-Theoretic Guidelines.
CoRR, April, 2026
Sensing Life in Stillness: Unified Dynamic and Static Human Mesh Reconstruction with mmWave Radar.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., March, 2026
MultiHaystack: Benchmarking Multimodal Retrieval and Reasoning over 40K Images, Videos, and Documents.
CoRR, March, 2026
Gaussian Rate-Distortion-Perception Coding and Entropy-Constrained Scalar Quantization.
IEEE Trans. Commun., 2026
On the Fundamental Limits of Integrated Sensing and Communications Under Logarithmic Loss.
IEEE Trans. Commun., 2026
Towards Adaptive Adverse Weather Removal via Semantic and Low-Level Visual Perceptual Priors.
Mach. Learn. Knowl. Extr., 2026
Proceedings of the ACM Web Conference 2026, 2026
Proceedings of the IEEE International Conference on Pervasive Computing and Communications, 2026
Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1, 2026
Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026
Zero-Reference Joint Low-Light Enhancement and Deblurring via Visual Autoregressive Modeling with VLM-Derived Modulation.
Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026
2025
Performance Analysis and Enhancement of P-LDPC Codes for Lossy Compression of Binary Sources.
IEEE Trans. Commun., December, 2025
IEEE Trans. Inf. Theory, November, 2025
IEEE Trans. Intell. Transp. Syst., October, 2025
CoRR, October, 2025
A Hierarchical Geometry-guided Transformer for Histological Subtyping of Primary Liver Cancer.
CoRR, October, 2025
CoRR, October, 2025
IEEE J. Sel. Areas Commun., July, 2025
Guest Editorial: Rethinking the Information Identification, Representation, and Transmission Pipeline: New Approaches to Data Compression and Communication.
IEEE J. Sel. Areas Commun., July, 2025
MoiréXNet: Adaptive Multi-Scale Demoiréing with Linear Attention Test-Time Training and Truncated Flow Matching Prior.
CoRR, June, 2025
PNCS:Power-Norm Cosine Similarity for Diverse Client Selection in Federated Learning.
CoRR, June, 2025
NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results.
CoRR, April, 2025
Output-Constrained Lossy Source Coding With Application to Rate-Distortion-Perception Theory.
IEEE Trans. Commun., March, 2025
Constrained Gaussian Wasserstein Optimal Transport with Commutative Covariance Matrices.
CoRR, March, 2025
CoRR, February, 2025
Design and Analysis of a Concatenated Code for Intersymbol Interference Wiretap Channels.
CoRR, January, 2025
IEEE J. Sel. Areas Inf. Theory, 2025
IBDAIM:Artificial intelligence for analyzing intestinal biopsies pathological images for assisted integrated diagnostic of inflammatory bowel disease.
Int. J. Medical Informatics, 2025
A Constrained Talagrand Transportation Inequality with Applications to Rate-Distortion-Perception Theory.
Entropy, 2025
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025
AU-IQA: A Benchmark Dataset for Perceptual Quality Assessment of AI-Enhanced User-Generated Content.
Proceedings of the 33rd ACM International Conference on Multimedia, 2025
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025
Proceedings of the IEEE International Symposium on Information Theory, 2025
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025
LITA-GS: Illumination-Agnostic Novel View Synthesis via Reference-Free 3D Gaussian Splatting and Physical Priors.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025
NTIRE 2025 Challenge on Single Image Reflection Removal in the Wild: Datasets, Methods and Results.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025
NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025
A Hierarchical Geometry-Guided Transformer for Histological Subtyping of Primary Liver Cancer.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025
Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025
2024
Rate-Distortion-Perception Tradeoff Based on the Conditional-Distribution Perception Measure.
IEEE Trans. Inf. Theory, December, 2024
Rate-Limited Quantum-to-Classical Optimal Transport in Finite and Continuous-Variable Quantum Systems.
IEEE Trans. Inf. Theory, November, 2024
IEEE Trans. Inf. Theory, May, 2024
IEEE Trans. Inf. Theory, April, 2024
M22: A Communication-Efficient Algorithm for Federated Learning Inspired by Rate-Distortion.
IEEE Trans. Commun., 2024
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
A deep learning system for myopia onset prediction and intervention effectiveness evaluation in children.
npj Digit. Medicine, 2024
Pathologist-level diagnosis of ulcerative colitis inflammatory activity level using an automated histological grading method.
Int. J. Medical Informatics, 2024
CoRR, 2024
CoRR, 2024
Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024
ECMamba: Consolidating Selective State Space Model with Retinex Guidance for Efficient Multiple Exposure Correction.
Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024
Rate-Distortion-Perception Tradeoff for Lossy Compression Using Conditional Perception Measure.
Proceedings of the IEEE International Symposium on Information Theory, 2024
Proceedings of the IEEE International Symposium on Information Theory, 2024
Proceedings of the IEEE International Symposium on Information Theory, 2024
GLARE: Low Light Image Enhancement via Generative Latent Feature Based Codebook Retrieval.
Proceedings of the Computer Vision - ECCV 2024, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
DehazeDCT: Towards Effective Non-Homogeneous Dehazing via Deformable Convolutional Transformer.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2023
GridDehazeNet+: An Enhanced Multi-Scale Network With Intra-Task Knowledge Transfer for Single Image Dehazing.
IEEE Trans. Intell. Transp. Syst., January, 2023
Inf., January, 2023
Enabling Trimap-Free Image Matting With a Frequency-Guided Saliency-Aware Network via Joint Learning.
IEEE Trans. Multim., 2023
Constrained Secrecy Capacity of Finite-Input Intersymbol Interference Wiretap Channels.
IEEE Trans. Commun., 2023
Feature Graph Convolution Network With Attentive Fusion for Large-Scale Point Clouds Semantic Segmentation.
IEEE Geosci. Remote. Sens. Lett., 2023
Progressive With Purpose: Guiding Progressive Inpainting DNNs Through Context and Structure.
IEEE Access, 2023
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Rate-limited Quantum-to-Classical Optimal Transport: A Lossy Source Coding Perspective.
Proceedings of the IEEE International Symposium on Information Theory, 2023
Proceedings of the IEEE International Symposium on Information Theory, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Breaking Through the Haze: An Advanced Non-Homogeneous Dehazing Method based on Fast Fourier Convolution and ConvNeXt.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Contrastive Semi-Supervised Learning for Underwater Image Restoration via Reliable Bank.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
IEEE J. Sel. Areas Inf. Theory, December, 2022
IEEE J. Sel. Areas Inf. Theory, September, 2022
IEEE Trans. Wirel. Commun., 2022
IEEE Trans. Multim., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Energy-Aware Dynamic Trajectory Planning for UAV-Enabled Data Collection in mMTC Networks.
IEEE Trans. Green Commun. Netw., 2022
PSCC-Net: Progressive Spatio-Channel Correlation Network for Image Manipulation Detection and Localization.
IEEE Trans. Circuits Syst. Video Technol., 2022
IEEE Trans. Broadcast., 2022
Inf., 2022
Survival prediction on intrahepatic cholangiocarcinoma with histomorphological analysis on the whole slide images.
Comput. Biol. Medicine, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the Computer Vision, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
Proceedings of the 56th Annual Conference on Information Sciences and Systems, 2022
2021
IEEE Trans. Inf. Theory, 2021
On the Optimality of the Greedy Policy for Battery Limited Energy Harvesting Communications.
IEEE Trans. Inf. Theory, 2021
Exploit Camera Raw Data for Video Super- Resolution via Hidden Markov Model Inference.
IEEE Trans. Image Process., 2021
Decoding Polar Codes for a Generalized Gilbert-Elliott Channel With Unknown Parameter.
IEEE Trans. Commun., 2021
CoRR, 2021
NTIRE 2021 Challenge on Quality Enhancement of Compressed Video: Methods and Results.
CoRR, 2021
GridDehazeNet+: An Enhanced Multi-Scale Network with Intra-Task Knowledge Transfer for Single Image Dehazing.
CoRR, 2021
IEEE Access, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the IEEE Information Theory Workshop, 2021
Proceedings of the IEEE International Symposium on Information Theory, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021
2020
IEEE Trans. Wirel. Commun., 2020
IEEE Trans. Inf. Theory, 2020
IEEE Trans. Commun., 2020
IEEE Trans. Commun., 2020
End-To-End Trainable Video Super-Resolution Based on a New Mechanism for Implicit Motion Estimation and Compensation.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020
Energy-Awareness Dynamic Trajectory Planning for UAV-Enabled Data Collection in mMTC Networks.
Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
2019
IEEE Trans. Commun., 2019
IEEE Trans. Commun., 2019
IEEE Signal Process. Lett., 2019
Remote. Sens., 2019
计算机科学, 2019
Asymptotic Rate-Distortion Analysis of Symmetric Remote Gaussian Source Coding: Centralized Encoding vs. Distributed Encoding.
Entropy, 2019
The Optimal Power Control Policy for an Energy Harvesting System with Look-Ahead: Bernoulli Energy Arrivals.
Proceedings of the IEEE International Symposium on Information Theory, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Capacity-Achieving Private Information Retrieval Codes with Optimal Message Size and Upload Cost.
Proceedings of the 2019 IEEE International Conference on Communications, 2019
Extremal Results for the Relative-Entropy Ratio of Collinear Probability Distributions.
Proceedings of the 16th Canadian Workshop on Information Theory, 2019
Proceedings of the 16th Canadian Workshop on Information Theory, 2019
Proceedings of the 16th Canadian Workshop on Information Theory, 2019
2018
IEEE Trans. Commun., 2018
CoRR, 2018
A Geometric Property of Relative Entropy and the Universal Threshold Phenomenon for Binary-Input Channels with Noisy State Information at the Encoder.
Proceedings of the IEEE Information Theory Workshop, 2018
Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018
Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018
2017
The Sum Rate of Vector Gaussian Multiple Description Coding With Tree-Structured Covariance Distortion Constraints.
IEEE Trans. Inf. Theory, 2017
IEEE Trans. Inf. Theory, 2017
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017
2016
On the Optimal Fronthaul Compression and Decoding Strategies for Uplink Cloud Radio Access Networks.
IEEE Trans. Inf. Theory, 2016
When is noisy state information at the encoder as useless as no information or as good as noise-free state?
Proceedings of the IEEE International Symposium on Information Theory, 2016
Proceedings of the IEEE International Symposium on Information Theory, 2016
Proceedings of the IEEE International Symposium on Information Theory, 2016
Proceedings of the IEEE International Symposium on Information Theory, 2016
2015
Outer Bounds on the Admissible Source Region for Broadcast Channels With Correlated Sources.
IEEE Trans. Inf. Theory, 2015
Optimality of gaussian fronthaul compression for uplink MIMO cloud radio access networks.
Proceedings of the IEEE International Symposium on Information Theory, 2015
On the sum rate of multiple description coding with tree-structured distortion constraints.
Proceedings of the IEEE International Symposium on Information Theory, 2015
Proceedings of the IEEE International Symposium on Information Theory, 2015
Proceedings of the IEEE International Symposium on Information Theory, 2015
2014
A Lower Bound on the Sum Rate of Multiple Description Coding With Symmetric Distortion Constraints.
IEEE Trans. Inf. Theory, 2014
Capacity-Achieving Distributions for the Discrete-Time Poisson Channel - Part II: Binary Inputs.
IEEE Trans. Commun., 2014
Capacity-Achieving Distributions for the Discrete-Time Poisson Channel - Part I: General Properties and Numerical Techniques.
IEEE Trans. Commun., 2014
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014
A source-channel separation theorem with application to the source broadcast problem.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014
An improved outer bound on the admissible source region for broadcast channels with correlated sources.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014
2013
IEEE Trans. Commun., 2013
Discreteness of Sum-Capacity-Achieving Distributions for Discrete-Time Poisson Multiple Access Channels with Peak Constraints.
IEEE Commun. Lett., 2013
Proceedings of the 2013 IEEE Information Theory Workshop, 2013
2012
IEEE Trans. Commun., 2012
IEEE Trans. Commun., 2012
Proceedings of the 2012 IEEE Information Theory Workshop, 2012
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012
2011
On the Role of the Refinement Layer in Multiple Description Coding and Scalable Coding.
IEEE Trans. Inf. Theory, 2011
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011
Vector Gaussian multiple description coding with individual and central distortion constraints.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011
On the capacity of finite-state channels with noisy state information at the encoder.
Proceedings of the 6th International ICST Conference on Communications and Networking in China, 2011
2010
IEEE Trans. Inf. Theory, 2010
IEEE Trans. Inf. Theory, 2010
IEEE Trans. Inf. Theory, 2010
IEEE Trans. Commun., 2010
Proceedings of the IEEE International Symposium on Information Theory, 2010
Proceedings of the IEEE International Symposium on Information Theory, 2010
Proceedings of the IEEE International Symposium on Information Theory, 2010
2009
Remote vector Gaussian source coding with decoder side information under mutual information and distortion constraints.
IEEE Trans. Inf. Theory, 2009
Capacity region of the finite-state multiple-access channel with and without feedback.
IEEE Trans. Inf. Theory, 2009
IEEE Trans. Inf. Theory, 2009
IEEE Trans. Inf. Theory, 2009
On the duality between Slepian-Wolf coding and channel coding under mismatched decoding.
IEEE Trans. Inf. Theory, 2009
Rate region of Gaussian multiple description coding with individual and central distortion constraints.
IEEE Trans. Inf. Theory, 2009
The equivalence between slepian-wolf coding and channel coding under density evolution.
IEEE Trans. Commun., 2009
A Random Variable Substitution Lemma With Applications to Multiple Description Coding
CoRR, 2009
Proceedings of the 2009 IEEE Information Theory Workshop, 2009
Proceedings of the IEEE International Symposium on Information Theory, 2009
Proceedings of the IEEE International Symposium on Information Theory, 2009
Gaussian multiple description coding with individual and central distortion constraints.
Proceedings of the IEEE International Symposium on Information Theory, 2009
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009
Proceedings of the 47th Annual Allerton Conference on Communication, 2009
2008
IEEE Trans. Inf. Theory, 2008
IEEE Trans. Inf. Theory, 2008
Successive Wyner-Ziv Coding Scheme and Its Application to the Quadratic Gaussian CEO Problem.
IEEE Trans. Inf. Theory, 2008
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008
Proceedings of IEEE International Conference on Communications, 2008
2007
Capacity Results for Block-Stationary Gaussian Fading Channels With a Peak Power Constraint.
IEEE Trans. Inf. Theory, 2007
Proceedings of the IEEE International Symposium on Information Theory, 2007
Proceedings of the IEEE International Symposium on Information Theory, 2007
Proceedings of the 2007 Data Compression Conference (DCC 2007), 2007
2006
IEEE Trans. Inf. Theory, 2006
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006
2005
Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005
Proceedings of the 2005 Data Compression Conference (DCC 2005), 2005