Yuchen Fan

Orcid: 0009-0007-2074-7856

Affiliations:

Meta Inc., Menlo Park CA, USA
University of Illinois at Urbana-Champaign, Beckman Institute, Urbana, IL, USA (PhD 2021)
Microsoft Research Asia, Beijing, China (2014 - 2016)
Shanghai Jiao Tong University, China (2010 - 2014)

According to our database¹, Yuchen Fan authored at least 79 papers between 2012 and 2026.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

Legend:

Book In proceedings Article PhD thesis Dataset Other

Bibliography

2026

AssetGen: Deployable 3D Asset Generation at Interactive Speed.

[BibT_eX]

[DOI]

CoRR, May, 2026

Post-Trained MoE Can Skip Half Experts via Self-Distillation.

[BibT_eX]

[DOI]

CoRR, May, 2026

Achieving Gold-Medal-Level Olympiad Reasoning via Simple and Unified Scaling.

[BibT_eX]

[DOI]

CoRR, May, 2026

Teaching Thinking Models to Reason with Tools: A Full-Pipeline Recipe for Tool-Integrated Reasoning.

[BibT_eX]

[DOI]

CoRR, May, 2026

Co-generation of Layout and Shape from Text via Autoregressive 3D Diffusion.

[BibT_eX]

[DOI]

CoRR, April, 2026

Select-then-Solve: Paradigm Routing as Inference-Time Optimization for LLM Agents.

[BibT_eX]

[DOI]

CoRR, April, 2026

Ego to World: Collaborative Spatial Reasoning in Embodied Systems via Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, March, 2026

How Far Can Unsupervised RLVR Scale LLM Training?

[BibT_eX]

[DOI]

CoRR, March, 2026

Reading ≠ Seeing: Diagnosing and Closing the Typography Gap in Vision-Language Models.

[BibT_eX]

[DOI]

CoRR, March, 2026

Toward Efficient Agents: Memory, Tool learning, and Planning.

[BibT_eX]

[DOI]

CoRR, January, 2026

Process Reinforcement through Implicit Rewards.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2026

2025

WorldGen: From Text to Traversable and Interactive 3D Worlds.

[BibT_eX]

[DOI]

CoRR, November, 2025

LiveSearchBench: An Automatically Constructed Benchmark for Retrieval and Reasoning over Dynamic Knowledge.

[BibT_eX]

[DOI]

CoRR, November, 2025

SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, September, 2025

A Survey of Reinforcement Learning for Large Reasoning Models.

[BibT_eX]

[DOI]

CoRR, September, 2025

SSRL: Self-Search Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, August, 2025

The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models.

[BibT_eX]

[DOI]

CoRR, May, 2025

Technologies on Effectiveness and Efficiency: A Survey of State Spaces Models.

[BibT_eX]

[DOI]

CoRR, March, 2025

Process Reinforcement through Implicit Rewards.

[BibT_eX]

[DOI]

CoRR, February, 2025

Make-A-Texture: Fast Shape-Aware Texture Generation in 3 Seconds.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

Shoot-Bounce-3D: Single-Shot Occlusion-Aware 3D from Lidar by Decomposing Two-Bounce Light.

[BibT_eX]

[DOI]

Tzofi Klinghoffer

Siddharth Somasundaram

Proceedings of the SIGGRAPH Asia 2025 Conference Papers, 2025

Fourier Position Embedding: Enhancing Attention's Periodic Extension for Length Generalization.

[BibT_eX]

[DOI]

Proceedings of the Forty-second International Conference on Machine Learning, 2025

3D Mesh Editing Using Masked LRMs.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

SCALES: Boost Binary Neural Network for Image Super-Resolution with Efficient Scalings.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference, 2025

MV-DUSt3R+: Single-Stage Scene Reconstruction from Sparse Views In 2 Seconds.

[BibT_eX]

[DOI]

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

Training Neural Networks on RAW and HDR Images for Restoration Tasks.

[BibT_eX]

[DOI]

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

2024

VRT: A Video Restoration Transformer.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2024

CALF: Benchmarking Evaluation of LFQA Using Chinese Examinations.

[BibT_eX]

[DOI]

CoRR, 2024

EVA-Score: Evaluation of Long-form Summarization on Informativeness through Extraction and Validation.

[BibT_eX]

[DOI]

CoRR, 2024

Customizing 360-Degree Panoramas through Text-to-Image Diffusion Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

MVDiffusion++: A Dense High-Resolution Multi-view Diffusion Model for Single or Sparse-View 3D Object Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

MoVideo: Motion-Aware Video Generation with Diffusion Model.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

WaSt-3D: Wasserstein-2 Distance for Scene-to-Scene Stylization on 3D Gaussians.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

LSVOS Challenge Report: Large-Scale Complex and Long Video Object Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

PlatoNeRF: 3D Reconstruction in Plato's Cave via Single-View Two-Bounce Lidar.

[BibT_eX]

[DOI]

Tzofi Klinghoffer

Xiaoyu Xiang

Siddharth Somasundaram

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

2023

Pyramid Attention Network for Image Restoration.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., December, 2023

Training Neural Networks on RAW and HDR Images for Restoration Tasks.

[BibT_eX]

[DOI]

CoRR, 2023

MoVideo: Motion-Aware Video Generation with Diffusion Models.

[BibT_eX]

[DOI]

CoRR, 2023

NOVIS: A Case for End-to-End Near-Online Video Instance Segmentation.

[BibT_eX]

[DOI]

CoRR, 2023

EBSR: Enhanced Binary Neural Network for Image Super-Resolution.

[BibT_eX]

[DOI]

CoRR, 2023

Efficient and Explicit Modelling of Image Hierarchies for Image Restoration.

[BibT_eX]

[DOI]

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

2022

Recurrent Video Restoration Transformer with Guided Deformable Attention.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Image Super-Resolution With Non-Local Sparse Attention.

[BibT_eX]

[DOI]

Yiqun Mei

Yuchen Fan

Yuqian Zhou

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

2020

NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and Results.

[BibT_eX]

[DOI]

Abdelrahman Abdelhamed

Krzysztof Trojanowski

Yanhong Wu

Pablo Navarrete Michelini

CoRR, 2020

Pyramid Attention Networks for Image Restoration.

[BibT_eX]

[DOI]

CoRR, 2020

Neural Sparse Representation for Image Restoration.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

NTIRE 2020 Challenge on Perceptual Extreme Super-Resolution: Methods and Results.

[BibT_eX]

[DOI]

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

NTIRE 2020 Challenge on Image and Video Deblurring.

[BibT_eX]

[DOI]

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

Image Super-Resolution With Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining.

[BibT_eX]

[DOI]

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

NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and Results.

[BibT_eX]

[DOI]

Abdelrahman Abdelhamed

Krzysztof Trojanowski

Yanhong Wu

Pablo Navarrete Michelini

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

Scale-Wise Convolution for Image Restoration.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

SkyNet: A Champion Model for DAC-SDC on Low Power Object Detection.

[BibT_eX]

[DOI]

CoRR, 2019

Video Instance Segmentation.

[BibT_eX]

[DOI]

Linjie Yang

Yuchen Fan

Ning Xu

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

NTIRE 2019 Challenge on Video Super-Resolution: Methods and Results.

[BibT_eX]

[DOI]

Rudrabha Mukhopadhyay

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

NTIRE 2019 Challenge on Video Deblurring: Methods and Results.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

An Empirical Investigation of Efficient Spatio-Temporal Modeling in Video Restoration.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

NTIRE 2019 Challenge on Real Image Denoising: Methods and Results.

[BibT_eX]

[DOI]

Abdelrahman Abdelhamed

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Wide Activation for Efficient Image and Video Super-Resolution.

[BibT_eX]

[DOI]

Jiahui Yu

Yuchen Fan

Thomas S. Huang

Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018

Learning Temporal Dynamics for Video Super-Resolution: A Deep Learning Approach.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

YouTube-VOS: A Large-Scale Video Object Segmentation Benchmark.

[BibT_eX]

[DOI]

CoRR, 2018

Wide Activation for Efficient and Accurate Image Super-Resolution.

[BibT_eX]

[DOI]

CoRR, 2018

Non-Local Recurrent Network for Image Restoration.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

YouTube-VOS: Sequence-to-Sequence Video Object Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Wide-activated Deep Residual Networks based Restoration for BPG-compressed Images.

[BibT_eX]

[DOI]

Yuchen Fan

Jiahui Yu

Thomas S. Huang

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017

Effective object detection from traffic camera videos.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE SmartWorld, 2017

Robust Video Super-Resolution with Learned Temporal Dynamics.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

NTIRE 2017 Challenge on Single Image Super-Resolution: Methods and Results.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Balanced Two-Stage Residual Networks for Image Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016

Speaker and language factorization in DNN-based TTS synthesis.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Unsupervised speaker adaptation for DNN-based TTS synthesis.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Sequence generation error (SGE) minimization based deep neural networks training for text-to-speech synthesis.

[BibT_eX]

[DOI]

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Multi-speaker modeling and speaker adaptation for DNN-based TTS synthesis.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014

Sequence error (SE) minimization training of neural network for voice conversion.

[BibT_eX]

[DOI]

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

TTS synthesis with bidirectional LSTM based recurrent neural networks.

[BibT_eX]

[DOI]

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Speaker verification with deep features.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

On the training aspects of Deep Neural Network (DNN) for parametric TTS synthesis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Reshaping deep neural network for fast decoding by node-pruning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Stochastic data sweeping for fast DNN training.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

2012

Development of the 2012 SJTU HVR system.

[BibT_eX]

[DOI]

Hainan Xu

Yuchen Fan

Kai Yu

Proceedings of the International Conference on Multimodal Interaction, 2012

Yuchen Fan

Timeline

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Bibliography

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