Yu Li

Orcid: 0000-0003-1865-8276

Affiliations:

University of Illinois at Urbana-Champaign, IL, USA
International Digital Economy Academy, Shenzhen, China
Advanced Digital Sciences Center, Singapore (former)
National University of Singapore, School of Computing, Singapore (PhD 2015)

According to our database¹, Yu Li authored at least 83 papers between 2013 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

L-C4: Language-Based Video Colorization for Creative and Consistent Color.

[BibT_eX]

[DOI]

CoRR, 2024

Technique Report of CVPR 2024 PBDL Challenges.

[BibT_eX]

[DOI]

CoRR, 2024

Real-time High-resolution View Synthesis of Complex Scenes with Explicit 3D Visibility Reasoning.

[BibT_eX]

[DOI]

CoRR, 2024

GPAvatar: Generalizable and Precise Head Avatar from Image(s).

[BibT_eX]

[DOI]

CoRR, 2024

Protecting Object Detection Models from Model Extraction Attack via Feature Space Coverage.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Progressive3D: Progressively Local Editing for Text-to-3D Content Creation with Complex Semantic Prompts.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Compress3D: A Compressed Latent Space for 3D Generation from a Single Image.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

Atlantis: Enabling Underwater Depth Estimation with Stable Diffusion.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

ViTKD: Feature-based Knowledge Distillation for Vision Transformers.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

DiffSHEG: A Diffusion-Based Approach for Real-Time Speech-Driven Holistic 3D Expression and Gesture Generation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Booth-NeRF: An FPGA Accelerator for Instant-NGP Inference with Novel Booth-Multiplier.

[BibT_eX]

[DOI]

Proceedings of the 29th Asia and South Pacific Design Automation Conference, 2024

Blind Face Restoration under Extreme Conditions: Leveraging 3D-2D Prior Fusion for Superior Structural and Texture Recovery.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

A Two-Stage Voting-Boosting Technique for Ensemble Learning in Social Network Sentiment Classification.

[BibT_eX]

[DOI]

Entropy, April, 2023

History information-based Hill-Valley technique for multimodal optimization problems.

[BibT_eX]

[DOI]

Inf. Sci., 2023

MEAOD: Model Extraction Attack against Object Detectors.

[BibT_eX]

[DOI]

CoRR, 2023

Audio-Driven 3D Facial Animation from In-the-Wild Videos.

[BibT_eX]

[DOI]

CoRR, 2023

L-CAD: Language-based Colorization with Any-level Descriptions.

[BibT_eX]

[DOI]

CoRR, 2023

From Knowledge Distillation to Self-Knowledge Distillation: A Unified Approach with Normalized Loss and Customized Soft Labels.

[BibT_eX]

[DOI]

CoRR, 2023

L-CAD: Language-based Colorization with Any-level Descriptions using Diffusion Priors.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Edge FPGA-based Onsite Neural Network Training.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

Do We Really Need Temporal Convolutions in Action Segmentation?

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Effective Whole-body Pose Estimation with Two-stages Distillation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Learning Rain Location Prior for Nighttime Deraining.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Accurate 3D Face Reconstruction with Facial Component Tokens.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Make Encoder Great Again in 3D GAN Inversion through Geometry and Occlusion-Aware Encoding.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

MODA: Mapping-Once Audio-driven Portrait Animation with Dual Attentions.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Moth: A Hardware Accelerator for Neural Radiance Field Inference on FPGA.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2023

One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

L-CoIns: Language-based Colorization With Instance Awareness.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Semantic Guided Single Image Reflection Removal.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2022

Hybrid Warping Fusion for Video Frame Interpolation.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2022

GTAV-NightRain: Photometric Realistic Large-scale Dataset for Night-time Rain Streak Removal.

[BibT_eX]

[DOI]

CoRR, 2022

ViTKD: Practical Guidelines for ViT feature knowledge distillation.

[BibT_eX]

[DOI]

CoRR, 2022

Rethinking Knowledge Distillation via Cross-Entropy.

[BibT_eX]

[DOI]

CoRR, 2022

Efficient U-Transformer with Boundary-Aware Loss for Action Segmentation.

[BibT_eX]

[DOI]

CoRR, 2022

Hot-Refresh Model Upgrades with Regression-Alleviating Compatible Training in Image Retrieval.

[BibT_eX]

[DOI]

CoRR, 2022

Composite Photograph Harmonization with Complete Background Cues.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Convolutional Transformer with Similarity-based Boundary Prediction for Action Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

Hot-Refresh Model Upgrades with Regression-Free Compatible Training in Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

CT<sup>2</sup>: Colorization Transformer via Color Tokens.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

MIPI 2022 Challenge on RGB+ToF Depth Completion: Dataset and Report.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

L-CoDer: Language-Based Colorization with Color-Object Decoupling Transformer.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

HSI-Guided Intrinsic Image Decomposition for Outdoor Scenes.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Temporally Efficient Vision Transformer for Video Instance Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Active Learning for Open-set Annotation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Robust Human Matting via Semantic Guidance.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2022, 2022

2021

Attention Guided Low-Light Image Enhancement with a Large Scale Low-Light Simulation Dataset.

[BibT_eX]

[DOI]

Feifan Lv

Yu Li

Feng Lu

Int. J. Comput. Vis., 2021

CLMB: deep contrastive learning for robust metagenomic binning.

[BibT_eX]

[DOI]

CoRR, 2021

Tracking Instances as Queries.

[BibT_eX]

[DOI]

CoRR, 2021

Multi-Level Adaptive Separable Convolution for Large-Motion Video Frame Interpolation.

[BibT_eX]

[DOI]

Ruth Wijma

Shaodi You

Yu Li

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Enforcing Temporal Consistency in Video Depth Estimation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Crossover Learning for Fast Online Video Instance Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Towards Vivid and Diverse Image Colorization with Generative Color Prior.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Instances as Queries.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Learning Temporal Consistency for Low Light Video Enhancement From Single Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Towards Real-World Blind Face Restoration With Generative Facial Prior.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

An Improved Method to Evaluate the Synchronization in Neural Key Exchange Protocol.

[BibT_eX]

[DOI]

Secur. Commun. Networks, 2020

Mutually Guided Image Filtering.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2020

A Simple Yet Effective Method for Video Temporal Grounding with Cross-Modality Attention.

[BibT_eX]

[DOI]

CoRR, 2020

Learning to Dehaze From Realistic Scene with A Fast Physics Based Dehazing Network.

[BibT_eX]

[DOI]

CoRR, 2020

Dual Semantic Fusion Network for Video Object Detection.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Application of Polar Code-Based Scheme in Cloud Secure Storage.

[BibT_eX]

[DOI]

Zhe Li

Yiliang Han

Yu Li

Proceedings of the Data Science, 2020

Fast Video Object Segmentation Using the Global Context Module.

[BibT_eX]

[DOI]

Yu Li

Zhuoran Shen

Ying Shan

Proceedings of the Computer Vision - ECCV 2020, 2020

Unsupervised Learning for Intrinsic Image Decomposition From a Single Image.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Learning From Synthetic Photorealistic Raindrop for Single Image Raindrop Removal.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

2018

Detail Preserving Depth Estimation from a Single Image Using Attention Guided Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Conference on 3D Vision, 2018

2017

Single Image Rain Streak Decomposition Using Layer Priors.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

LIME: Low-Light Image Enhancement via Illumination Map Estimation.

[BibT_eX]

[DOI]

Xiaojie Guo

Yu Li

Haibin Ling

IEEE Trans. Image Process., 2017

PatchMatch Filter: Edge-Aware Filtering Meets Randomized Search for Visual Correspondence.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2017

Unambiguous Signal Reconstruction Approach for SAR Imaging Using Frequency Diverse Array.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2017

Haze visibility enhancement: A Survey and quantitative benchmarking.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2017

Mutually Guided Image Filtering.

[BibT_eX]

[DOI]

Xiaojie Guo

Yu Li

Jiayi Ma

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Photo-Realistic Simulation of Road Scene for Data-Driven Methods in Bad Weather.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

2016

Fast Guided Global Interpolation for Depth and Motion.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2016, 2016

Rain Streak Removal Using Layer Priors.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Nighttime Haze Removal with Glow and Multiple Light Colors.

[BibT_eX]

[DOI]

Yu Li

Robby T. Tan

Michael S. Brown

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

SPM-BP: Sped-Up PatchMatch Belief Propagation for Continuous MRFs.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014

Hyperspectral Image Classification Based on Nonlocal Means With a Novel Class-Relativity Measurement.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2014

A Contrast Enhancement Framework with JPEG Artifacts Suppression.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2014, 2014

Single Image Layer Separation Using Relative Smoothness.

[BibT_eX]

[DOI]

Yu Li

Michael S. Brown

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

An evaluation of wearable activity monitoring devices.

[BibT_eX]

[DOI]

Proceedings of the 1st ACM international workshop on Personal data meets distributed multimedia, 2013

Exploiting Reflection Change for Automatic Reflection Removal.

[BibT_eX]

[DOI]

Yu Li

Michael S. Brown

Proceedings of the IEEE International Conference on Computer Vision, 2013

Seam-Driven Image Stitching.

[BibT_eX]

[DOI]

Proceedings of the 34th Annual Conference of the European Association for Computer Graphics, 2013

Yu Li

Timeline

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