Ding Liu

Orcid: 0000-0003-0159-8545

Affiliations:
  • ByteDance Inc., USA
  • University of Illinois Urbana-Champaign, USA (PhD 2018)


According to our database1, Ding Liu authored at least 81 papers between 2010 and 2026.

Collaborative distances:

Timeline

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Bibliography

2026
Improving Flexible Image Tokenizers for Autoregressive Image Generation.
CoRR, January, 2026

Identification of Deletion Attacks in Discrete-Event Systems Through Petri Nets Enhanced With an Observation Structure.
IEEE Trans. Reliab., 2026

Robust opacity in timed automata: notions and verification.
Reliab. Eng. Syst. Saf., 2026

Fairness-Aware influence blocking maximization: A centrality-Enhanced adversarial graph embedding framework.
Expert Syst. Appl., 2026

Robust prognosability of discrete event systems against stealthy sensor attacks.
Autom., 2026

2025
Fairness-Aware Influence Blocking Maximization in Social Networks.
IEEE Trans. Comput. Soc. Syst., December, 2025

Diagnosability Verification and Enforcement in Labeled Petri Nets Under Sensor Attacks.
IEEE Trans. Syst. Man Cybern. Syst., May, 2025

Diagnosability Verification and Enforcement for Unbounded Petri Nets by Online Supervisors.
IEEE Trans Autom. Sci. Eng., 2025

Diagnosability Based on Partially Ordered Observation Sequences.
Proceedings of the 64th IEEE Conference on Decision and Control, 2025

2024
On Deadlock/Livelock Studies Based on Reachability Graph of Petri Nets by Using TINA.
IEEE Access, 2024

AdaFormer: Efficient Transformer with Adaptive Token Sparsification for Image Super-resolution.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Pyramid Attention Network for Image Restoration.
Int. J. Comput. Vis., December, 2023

ShadowFormer: Global Context Helps Image Shadow Removal.
CoRR, 2023

Hierarchical Integration Diffusion Model for Realistic Image Deblurring.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Boosting Video Super Resolution with Patch-Based Temporal Redundancy Optimization.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2023, 2023

ShadowFormer: Global Context Helps Shadow Removal.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and Results.
CoRR, 2022

Boosting Video Super Resolution with Patch-Based Temporal Redundancy Optimization.
CoRR, 2022

NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results.
CoRR, 2022

Adjustable Memory-efficient Image Super-resolution via Individual Kernel Sparsity.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Unsupervised Low-light Image Enhancement with Decoupled Networks.
Proceedings of the 26th International Conference on Pattern Recognition, 2022


NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Fast and Memory-Efficient Network Towards Efficient Image Super-Resolution.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021
EnlightenGAN: Deep Light Enhancement Without Paired Supervision.
IEEE Trans. Image Process., 2021

Boosting Lightweight Single Image Super-resolution via Joint-distillation.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

CompFeat: Comprehensive Feature Aggregation for Video Instance Segmentation.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Connecting Image Denoising and High-Level Vision Tasks via Deep Learning.
IEEE Trans. Image Process., 2020

FormNet: Formatted Learning for Image Restoration.
IEEE Trans. Image Process., 2020

Learning Simple Thresholded Features With Sparse Support Recovery.
IEEE Trans. Circuits Syst. Video Technol., 2020

Unsupervised Real-world Low-light Image Enhancement with Decoupled Networks.
CoRR, 2020

Pyramid Attention Networks for Image Restoration.
CoRR, 2020

DAVID: Dual-Attentional Video Deblurring.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Neural Sparse Representation for Image Restoration.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Scale-Wise Convolution for Image Restoration.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Enhance Visual Recognition Under Adverse Conditions via Deep Networks.
IEEE Trans. Image Process., 2019

Improving 3D Human Pose Estimation Via 3D Part Affinity Fields.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019



An Empirical Investigation of Efficient Spatio-Temporal Modeling in Video Restoration.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019


Improving Object Detection from Scratch via Gated Feature Reuse.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018
Deep learning for image restoration and enhancement
PhD thesis, 2018

Learning Temporal Dynamics for Video Super-Resolution: A Deep Learning Approach.
IEEE Trans. Image Process., 2018

U-Finger: Multi-Scale Dilated Convolutional Network for Fingerprint Image Denoising and Inpainting.
CoRR, 2018

Understanding Convolution for Semantic Segmentation.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Non-Local Recurrent Network for Image Restoration.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

When Image Denoising Meets High-Level Vision Tasks: A Deep Learning Approach.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Survey of Face Detection on Low-Quality Images.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

Image Super-Resolution via Dual-State Recurrent Networks.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Visual Recognition in Very Low-Quality Settings: Delving Into the Power of Pre-Training.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Deadlock and liveness characterization for a class of generalized Petri nets.
Inf. Sci., 2017

Learning Object Detectors from Scratch with Gated Recurrent Feature Pyramids.
CoRR, 2017

When Image Denoising Meets High-Level Vision Tasks: A Deep Learning Approach.
CoRR, 2017

A Minimal Supervisory Structure to Optimally Enforce Liveness on Petri Net Models for Flexible Manufacturing Systems.
IEEE Access, 2017

Image aesthetics assessment using Deep Chatterjee's machine.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Computed tomography super-resolution using convolutional neural networks.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Robust Video Super-Resolution with Learned Temporal Dynamics.
Proceedings of the IEEE International Conference on Computer Vision, 2017


Balanced Two-Stage Residual Networks for Image Super-Resolution.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Robust emotion recognition from low quality and low bit rate video: A deep learning approach.
Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction, 2017

2016
Robust Single Image Super-Resolution via Deep Networks With Sparse Prior.
IEEE Trans. Image Process., 2016

$\mathbf{D^3}$: Deep Dual-Domain Based Fast Restoration of JPEG-Compressed Images.
CoRR, 2016

Modelling and analyzing home care plans using high-level Petri nets.
Proceedings of the 13th International Workshop on Discrete Event Systems, 2016

D3: Deep Dual-Domain Based Fast Restoration of JPEG-Compressed Images.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Studying Very Low Resolution Recognition Using Deep Networks.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Learning a Mixture of Deep Networks for Single Image Super-Resolution.
Proceedings of the Computer Vision - ACCV 2016, 2016

Epitomic Image Super-Resolution.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Deeply Improved Sparse Coding for Image Super-Resolution.
CoRR, 2015

Deep Networks for Image Super-Resolution with Sparse Prior.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Sparse Coding and its Applications in Computer Vision
WorldScientific, ISBN: 9789814725064, 2015

2014
Extended elementary siphon-based deadlock prevention policy for a class of generalised Petri nets.
Int. J. Comput. Integr. Manuf., 2014

Authors' Reply to 'Comments on "Liveness of an extended S<sup>3</sup>PR " [Automatica 46(6) (2010) 1008-1018]'.
Autom., 2014

Intrinsically live structures in process and resource-oriented Petri nets modeling automated manufacturing systems.
Proceedings of 11th IEEE International Conference on Networking, Sensing and Control, 2014

2013
Hybrid Liveness-Enforcing Policy for Generalized Petri Net Models of Flexible Manufacturing Systems.
IEEE Trans. Syst. Man Cybern. Syst., 2013

A parameterized liveness and ratio-enforcing supervisor for a class of generalized Petri nets.
Autom., 2013

Liveness and resource usage ratio-enforcing supervisor for a class of generalized Petri nets.
Proceedings of the 10th IEEE International Conference on Control and Automation, 2013

2012
Erratum to "Liveness of an extended S<sup>3</sup>PR " [Automatica 46 (2010) 1008-1018].
Autom., 2012

On intrinsically live structure of a class of generalized Petri nets modeling FMS.
Proceedings of the 11th International Workshop on Discrete Event Systems, 2012

On iterative liveness-enforcement for a class of generalized Petri nets.
Proceedings of the 2012 IEEE International Conference on Automation Science and Engineering, 2012

2010
Liveness of an extended S<sup>3</sup>PR.
Autom., 2010


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