Chun Yuan

Orcid: 0000-0002-3590-6676

According to our database¹, Chun Yuan authored at least 113 papers between 2012 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

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In proceedings

Article

PhD thesis

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Other

Bibliography

2025

Accelerating Zero-Shot NAS With Feature Map-Based Proxy and Operation Scoring Function.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., November, 2025

TextIR: A Simple Framework for Text-Based Editable Image Restoration.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., October, 2025

EDTformer: An Efficient Decoder Transformer for Visual Place Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., September, 2025

UltraHorizon: Benchmarking Agent Capabilities in Ultra Long-Horizon Scenarios.

[BibT_eX]

[DOI]

CoRR, September, 2025

Unifying Multimodal Large Language Model Capabilities and Modalities via Model Merging.

[BibT_eX]

[DOI]

CoRR, May, 2025

Cobra: Efficient Line Art COlorization with BRoAder References.

[BibT_eX]

[DOI]

CoRR, April, 2025

MeshCraft: Exploring Efficient and Controllable Mesh Generation with Flow-based DiTs.

[BibT_eX]

[DOI]

CoRR, March, 2025

SparseFlex: High-Resolution and Arbitrary-Topology 3D Shape Modeling.

[BibT_eX]

[DOI]

CoRR, March, 2025

Modeling Multi-Task Model Merging as Adaptive Projective Gradient Descent.

[BibT_eX]

[DOI]

CoRR, January, 2025

Open-Vocabulary Customization from CLIP via Data-Free Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

LoRA Recycle: Unlocking Tuning-Free Few-Shot Adaptability in Visual Foundation Models by Recycling Pre-Tuned LoRAs.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Meta-Learning Without Data via Unconditional Diffusion Models.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., November, 2024

PatchNet: Maximize the Exploration of Congeneric Semantics for Weakly Supervised Semantic Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., August, 2024

The Fittest Wins: A Multistage Framework Achieving New SOTA in ViZDoom Competition.

[BibT_eX]

[DOI]

IEEE Trans. Games, March, 2024

Towards Effective Collaborative Learning in Long-Tailed Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2024

Negative-Sensitive Framework With Semantic Enhancement for Composed Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2024

Low-Rank Correlation Learning for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2024

ColorFlow: Retrieval-Augmented Image Sequence Colorization.

[BibT_eX]

[DOI]

CoRR, 2024

ALoRE: Efficient Visual Adaptation via Aggregating Low Rank Experts.

[BibT_eX]

[DOI]

CoRR, 2024

Unlocking Tuning-Free Few-Shot Adaptability in Visual Foundation Models by Recycling Pre-Tuned LoRAs.

[BibT_eX]

[DOI]

CoRR, 2024

Supervised Fine-tuning in turn Improves Visual Foundation Models.

[BibT_eX]

[DOI]

CoRR, 2024

Solving Continual Offline Reinforcement Learning with Decision Transformer.

[BibT_eX]

[DOI]

CoRR, 2024

CustomNet: Object Customization with Variable-Viewpoints in Text-to-Image Diffusion Models.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Semantic Distillation from Neighborhood for Composed Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Integrating Local & Global Features for Estimating Shortest-path Distance in Large-scale Graphs.

[BibT_eX]

[DOI]

Haoyu Wang

Chun Yuan

Yuan Pu

Proceedings of the International Joint Conference on Neural Networks, 2024

MMR: Multi-scale Motion Retargeting between Skeleton-agnostic Characters.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2024

AMC-OA: Adaptive Multi-Scale Convolutional Networks with Optimized Attention for Temporal Action Localization.

[BibT_eX]

[DOI]

Rui Yuan

Chun Yuan

Proceedings of the Pattern Recognition - 27th International Conference, 2024

Benchmarking AI in Mental Health: A Critical Examination of LLMs Across Key Performance and Ethical Metrics.

[BibT_eX]

[DOI]

Rui Yuan

Wanting Hao

Chun Yuan

Proceedings of the Pattern Recognition - 27th International Conference, 2024

Task Groupings Regularization: Data-Free Meta-Learning with Heterogeneous Pre-trained Models.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Sparse Model Inversion: Efficient Inversion of Vision Transformers for Data-Free Applications.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

GVGEN: Text-to-3D Generation with Volumetric Representation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

DreamDiffusion: High-Quality EEG-to-Image Generation with Temporal Masked Signal Modeling and CLIP Alignment.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 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

Free: Faster and Better Data-Free Meta-Learning.

[BibT_eX]

[DOI]

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

Task-Adaptive Feature Disentanglement and Hallucination for Few-Shot Classification.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., August, 2023

Weakly Supervised Instance Segmentation by Exploring Entire Object Regions.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

HHF: Hashing-Guided Hinge Function for Deep Hashing Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

StrokeNet: Stroke Assisted and Hierarchical Graph Reasoning Networks.

[BibT_eX]

[DOI]

Lei Li

Kai Fan

Chun Yuan

IEEE Trans. Multim., 2023

High-Frequency Normalizing Flow for Image Rescaling.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

Efficient Multi-Goal Reinforcement Learning via Value Consistency Prioritization.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 2023

Task-Distributionally Robust Data-Free Meta-Learning.

[BibT_eX]

[DOI]

CoRR, 2023

CustomNet: Zero-shot Object Customization with Variable-Viewpoints in Text-to-Image Diffusion Models.

[BibT_eX]

[DOI]

CoRR, 2023

DreamDiffusion: Generating High-Quality Images from Brain EEG Signals.

[BibT_eX]

[DOI]

CoRR, 2023

Neural Machine Translation with Dynamic Graph Convolutional Decoder.

[BibT_eX]

[DOI]

CoRR, 2023

HMC: Hierarchical Mesh Coarsening for Skeleton-free Motion Retargeting.

[BibT_eX]

[DOI]

CoRR, 2023

ITstyler: Image-optimized Text-based Style Transfer.

[BibT_eX]

[DOI]

CoRR, 2023

Towards Arbitrary Text-driven Image Manipulation via Space Alignment.

[BibT_eX]

[DOI]

CoRR, 2023

MeGraph: Capturing Long-Range Interactions by Alternating Local and Hierarchical Aggregation on Multi-Scaled Graph Hierarchy.

[BibT_eX]

[DOI]

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

Adaptive Contrastive Learning for Learning Robust Representations under Label Noise.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Enhanced Image Deblurring: An Efficient Frequency Exploitation and Preservation Network.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

DFVSR: Directional Frequency Video Super-Resolution via Asymmetric and Enhancement Alignment Network.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Learning to Learn from APIs: Black-Box Data-Free Meta-Learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

PS-NeRV: Patch-Wise Stylized Neural Representations for Videos.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2023

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

[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

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

[BibT_eX]

[DOI]

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

Architecture, Dataset and Model-Scale Agnostic Data-free Meta-Learning.

[BibT_eX]

[DOI]

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

High-fidelity Facial Avatar Reconstruction from Monocular Video with Generative Priors.

[BibT_eX]

[DOI]

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

LET: Leveraging Error Type Information for Grammatical Error Correction.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Darwinian Model Upgrades: Model Evolving with Selective Compatibility.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

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

Improving the Latent Space of Image Style Transfer.

[BibT_eX]

[DOI]

CoRR, 2022

Privacy-Preserving Model Upgrades with Bidirectional Compatible Training in Image Retrieval.

[BibT_eX]

[DOI]

CoRR, 2022

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

[BibT_eX]

[DOI]

CoRR, 2022

HyP<sup>2</sup> Loss: Beyond Hypersphere Metric Space for Multi-label Image Retrieval.

[BibT_eX]

[DOI]

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

ACEs: Unsupervised Multi-label Aspect Detection with Aspect-category Experts.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

PTS: A Prompt-based Teacher-Student Network for Weakly Supervised Aspect Detection.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

Contrastive Learning in Wavelet Domain for Image Dehazing.

[BibT_eX]

[DOI]

Yunpeng Bai

Chun Yuan

Proceedings of the International Joint Conference on Neural Networks, 2022

Towards Universal Backward-Compatible Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Cross-modal Representation Learning and Relation Reasoning for Bidirectional Adaptive Manipulation.

[BibT_eX]

[DOI]

Lei Li

Kai Fan

Chun Yuan

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

CMS-LSTM: Context Embedding and Multi-Scale Spatiotemporal Expression LSTM for Predictive Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 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

REALY: Rethinking the Evaluation of 3D Face Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Semantic-Sparse Colorization Network for Deep Exemplar-Based Colorization.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Focal and Global Knowledge Distillation for Detectors.

[BibT_eX]

[DOI]

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

Structural Supervision for Word Alignment and Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

Manifold Transfer Learning via Discriminant Regression Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2021

CMS-LSTM: Context-Embedding and Multi-Scale Spatiotemporal-Expression LSTM for Video Prediction.

[BibT_eX]

[DOI]

CoRR, 2021

Reducing the Annotation Effort for Video Object Segmentation Datasets.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

VQMG: Hierarchical Vector Quantised and Multi-hops Graph Reasoning for Explicit Representation Learning.

[BibT_eX]

[DOI]

Lei Li

Chun Yuan

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Explore Hierarchical Relations Reasoning and Global Information Aggregation.

[BibT_eX]

[DOI]

Lei Li

Chun Yuan

Kai Fan

Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

2020

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

[BibT_eX]

[DOI]

CoRR, 2020

Feature Augmented Memory with Global Attention Network for VideoQA.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Double Shot: Preserve and Erase Based Class Attention Networks for Weakly Supervised Localization (Peca-Net).

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

2019

Learning Attentional Recurrent Neural Network for Visual Tracking.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2019

Learning Deep Conditional Neural Network for Image Segmentation.

[BibT_eX]

[DOI]

Qiurui Wang

Chun Yuan

Yan Liu

IEEE Trans. Multim., 2019

Low-Rank 2-D Neighborhood Preserving Projection for Enhanced Robust Image Representation.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2019

Horizontal and Vertical Nuclear Norm-Based 2DLDA for Image Representation.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2019

Structurally Incoherent Low-Rank 2DLPP for Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2019

Fast Registration for Cross-Source Point Clouds by using Weak Regional Affinity and Pixel-Wise Refinement.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

2018

Structurally Incoherent Low-Rank Nonnegative Matrix Factorization for Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Learning Parts-Based and Global Representation for Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2018

A Coarse-to-Fine Algorithm for Matching and Registration in 3D Cross-Source Point Clouds.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2018

TreeNet: Learning Sentence Representations with Unconstrained Tree Structure.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2017

Nuclear Norm-Based 2DLPP for Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2017

A Systematic Approach for Cross-Source Point Cloud Registration by Preserving Macro and Micro Structures.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Nonnegative Discriminant Matrix Factorization.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2017

Depth map super-resolution via low-resolution depth guided joint trilateral up-sampling.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2017

2016

Low-Rank Preserving Projections.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2016

Fast Intra prediction algorithm for quality scalable video coding.

[BibT_eX]

[DOI]

Signal Image Video Process., 2016

Projective robust nonnegative factorization.

[BibT_eX]

[DOI]

Inf. Sci., 2016

Enhanced Joint Trilateral Up-sampling for Super-Resolution.

[BibT_eX]

[DOI]

Liang Yuan

Xin Jin

Chun Yuan

Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

A Coarse-to-Fine Algorithm for Registration in 3D Street-View Cross-Source Point Clouds.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016

Real Time Complete Dense Depth Reconstruction for a Monocular Camera.

[BibT_eX]

[DOI]

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

2015

Graph Cuts Stereo Matching Based on Patch-Match and Ground Control Points Constraint.

[BibT_eX]

[DOI]

Xiaoshui Huang

Chun Yuan

Jian Zhang

Proceedings of the Advances in Multimedia Information Processing - PCM 2015, 2015

Dense Correspondence Using Non-Local DAISY Forest.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

2014

A fast mode decision algorithm applied to Coarse-Grain quality Scalable Video Coding.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2014

Fast Mode and Depth Decision Algorithm for Intra Prediction of Quality SHVC.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Computing Theory - 10th International Conference, 2014

2013

Online Allocation of Communication and Computation Resources for Real-Time Multimedia Services.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2013

2012

Virtual mixer: Real-time audio mixing across clients and the cloud for multiparty conferencing.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Chun Yuan

Timeline

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