Wenyan Cong

According to our database, Wenyan Cong authored at least 28 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

VideoLifter: Lifting Videos to 3D with Fast and Efficient Hierarchical Stereo Alignment.

Wenyan Cong, Hanqing Zhu, Kevin Wang, Jiahui Lei, Colton Stearns, Yuanhao Cai, Dilin Wang, Rakesh Ranjan, Matt Feiszli, Leonidas J. Guibas, Zhangyang Wang, Weiyao Wang, Zhiwen Fan

Proceedings of the International Conference on 3D Visio, 2026

2025

DynamicVerse: A Physically-Aware Multimodal Framework for 4D World Modeling.

Kairun Wen, Yuzhi Huang, Runyu Chen, Hui Zheng, Yunlong Lin, Panwang Pan, Chenxin Li, Wenyan Cong, Jian Zhang, Junbin Lu, Chenguo Lin, Dilin Wang, Zhicheng Yan, Hongyu Xu, Justin Theiss, Yue Huang, Xinghao Ding, Rakesh Ranjan, Zhiwen Fan

CoRR, December, 2025

Martian World Models: Controllable Video Synthesis with Physically Accurate 3D Reconstructions.

Longfei Li, Zhiwen Fan, Wenyan Cong, Xinhang Liu, Yuyang Yin, Matthew Foutter, Panwang Pan, Chenyu You, Yue Wang, Zhangyang Wang, Yao Zhao, Marco Pavone, Yunchao Wei

CoRR, July, 2025

E3D-Bench: A Benchmark for End-to-End 3D Geometric Foundation Models.

Wenyan Cong, Yiqing Liang, Yancheng Zhang, Ziyi Yang, Yan Wang, Boris Ivanovic, Marco Pavone, Chen Chen, Zhangyang Wang, Zhiwen Fan

CoRR, June, 2025

Can Test-Time Scaling Improve World Foundation Model?

Wenyan Cong, Hanqing Zhu, Peihao Wang, Bangya Liu, Dejia Xu, Kevin Wang, David Z. Pan, Yan Wang, Zhiwen Fan, Zhangyang Wang

CoRR, March, 2025

VideoLifter: Lifting Videos to 3D with Fast Hierarchical Stereo Alignment.

Wenyan Cong, Kevin Wang, Jiahui Lei, Colton Stearns, Yuanhao Cai, Dilin Wang, Rakesh Ranjan, Matt Feiszli, Leonidas J. Guibas, Zhangyang Wang, Weiyao Wang, Zhiwen Fan

CoRR, January, 2025

DynamicVerse: A Physically-Aware Multimodal Framework for 4D World Modeling.

Kairun Wen, Yuzhi Huang, Runyu Chen, Hui Zheng, Yunlong Lin, Panwang Pan, Chenxin Li, Wenyan Cong, Jian Jun Zhang, Junbin Lu, Chenguo Lin, Dilin Wang, Zhicheng Yan, Hongyu Xu, Justin Theiss, Yue Huang, Xinghao Ding, Rakesh Ranjan, Zhiwen Fan

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Martian World Model: Controllable Video Synthesis with Physically Accurate 3D Reconstructions.

Longfei Li, Zhiwen Fan, Wenyan Cong, Xinhang Liu, Yuyang Yin, Matthew Foutter, Panwang Pan, Chenyu You, Yue Wang, Zhangyang (Atlas) Wang, Yao Zhao, Marco Pavone, Yunchao Wei

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

APOLLO: SGD-like Memory, AdamW-level Performance.

Hanqing Zhu, Zhenyu Zhang, Wenyan Cong, Xi Liu, Sem Park, Vikas Chandra, Bo Long, David Z. Pan, Zhangyang Wang, Jinwon Lee

Proceedings of the Eighth Conference on Machine Learning and Systems, 2025

2024

Large Spatial Model: End-to-end Unposed Images to Semantic 3D.

Zhiwen Fan, Jian Zhang, Wenyan Cong, Peihao Wang, Renjie Li, Kairun Wen, Shijie Zhou, Achuta Kadambi, Zhangyang Wang, Danfei Xu, Boris Ivanovic, Marco Pavone, Yue Wang

CoRR, 2024

InstantSplat: Unbounded Sparse-view Pose-free Gaussian Splatting in 40 Seconds.

Zhiwen Fan, Wenyan Cong, Kairun Wen, Kevin Wang, Jian Zhang, Xinghao Ding, Danfei Xu, Boris Ivanovic, Marco Pavone, Georgios Pavlakos, Zhangyang Wang, Yue Wang

CoRR, 2024

PACE: Pacing Operator Learning to Accurate Optical Field Simulation for Complicated Photonic Devices.

Hanqing Zhu, Wenyan Cong, Guojin Chen, Shupeng Ning, Ray T. Chen, Jiaqi Gu, David Z. Pan

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Large Spatial Model: End-to-end Unposed Images to Semantic 3D.

Zhiwen Fan, Jian Zhang, Wenyan Cong, Peihao Wang, Renjie Li, Kairun Wen, Shijie Zhou, Achuta Kadambi, Zhangyang Wang, Danfei Xu, Boris Ivanovic, Marco Pavone

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

DGBD: Depth Guided Branched Diffusion for Comprehensive Controllability in Multi-View Generation.

Hovhannes Margaryan, Daniil Hayrapetyan, Wenyan Cong, Zhangyang Wang, Humphrey Shi

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

NeRF as Pretraining at Scale: Generalizable 3D-Aware Semantic Representation Learning from View Prediction.

Wenyan Cong, Hanxue Liang, Zhiwen Fan, Peihao Wang, Yifan Jiang, Dejia Xu, A. Cengiz Öztireli, Zhangyang Wang

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

2023

Reference-based Painterly Inpainting via Diffusion: Crossing the Wild Reference Domain Gap.

Dejia Xu, Xingqian Xu, Wenyan Cong, Humphrey Shi, Zhangyang Wang

CoRR, 2023

Enhancing NeRF akin to Enhancing LLMs: Generalizable NeRF Transformer with Mixture-of-View-Experts.

Wenyan Cong, Hanxue Liang, Peihao Wang, Zhiwen Fan, Tianlong Chen, Mukund Varma T., Yi Wang, Zhangyang Wang

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

Deep Image Harmonization with Learnable Augmentation.

Li Niu, Junyan Cao, Wenyan Cong, Liqing Zhang

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

2022

Deep Video Harmonization With Color Mapping Consistency.

Xinyuan Lu, Shengyuan Huang, Li Niu, Wenyan Cong, Liqing Zhang

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

High-Resolution Image Harmonization via Collaborative Dual Transformations.

Wenyan Cong, Xinhao Tao, Li Niu, Jing Liang, Xuesong Gao, Qihao Sun, Liqing Zhang

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

Deep Image Harmonization by Bridging the Reality Gap.

Junyan Cao, Wenyan Cong, Li Niu, Jianfu Zhang, Liqing Zhang

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021

HYouTube: Video Harmonization Dataset.

Xinyuan Lu, Shengyuan Huang, Li Niu, Wenyan Cong, Liqing Zhang

CoRR, 2021

Making Images Real Again: A Comprehensive Survey on Deep Image Composition.

Li Niu, Wenyan Cong, Liu Liu, Yan Hong, Bo Zhang, Jing Liang, Liqing Zhang

CoRR, 2021

Deep Image Harmonization by Bridging the Reality Gap.

Wenyan Cong, Junyan Cao, Li Niu, Jianfu Zhang, Xuesong Gao, Zhiwei Tang, Liqing Zhang

CoRR, 2021

Bargainnet: Background-Guided Domain Translation for Image Harmonization.

Wenyan Cong, Li Niu, Jianfu Zhang, Jing Liang, Liqing Zhang

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

2020

DoveNet: Deep Image Harmonization via Domain Verification.

Wenyan Cong, Jianfu Zhang, Li Niu, Liu Liu, Zhixin Ling, Weiyuan Li, Liqing Zhang

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

2019

Deep Image Harmonization via Domain Verification.

Wenyan Cong, Jianfu Zhang, Li Niu, Liu Liu, Zhixin Ling, Weiyuan Li, Liqing Zhang

CoRR, 2019

Image Harmonization Datasets: HCOCO, HAdobe5k, HFlickr, and Hday2night.

Wenyan Cong, Jianfu Zhang, Li Niu, Liu Liu, Zhixin Ling, Weiyuan Li, Liqing Zhang

CoRR, 2019