Ling, Huan

25 publications

ICLR 2026 ChronoEdit: Towards Temporal Reasoning for In-Context Image Editing and World Simulation Jay Zhangjie Wu, Xuanchi Ren, Tianchang Shen, Tianshi Cao, Kai He, Yifan Lu, Ruiyuan Gao, Enze Xie, Shiyi Lan, Jose M. Alvarez, Jun Gao, Sanja Fidler, Zian Wang, Huan Ling

ICLR 2026 Lyra: Generative 3D Scene Reconstruction via Video Diffusion Model Self-Distillation Sherwin Bahmani, Tianchang Shen, Jiawei Ren, Jiahui Huang, Yifeng Jiang, Haithem Turki, Andrea Tagliasacchi, David B. Lindell, Zan Gojcic, Sanja Fidler, Huan Ling, Jun Gao, Xuanchi Ren

ICLR 2026 MHLA: Restoring Expressivity of Linear Attention via Token-Level Multi-Head Kewei Zhang, Ye Huang, Yufan Deng, Jincheng Yu, Junsong Chen, Huan Ling, Enze Xie, Daquan Zhou

ICLR 2026 SANA-Video: Efficient Video Generation with Block Linear Diffusion Transformer Junsong Chen, Yuyang Zhao, Jincheng Yu, Ruihang Chu, Junyu Chen, Shuai Yang, Xianbang Wang, Yicheng Pan, Daquan Zhou, Huan Ling, Haozhe Liu, Hongwei Yi, Hao Zhang, Muyang Li, Yukang Chen, Han Cai, Sanja Fidler, Ping Luo, Song Han, Enze Xie

CVPR 2025 DIFIX3D+: Improving 3D Reconstructions with Single-Step Diffusion Models Jay Zhangjie Wu, Yuxuan Zhang, Haithem Turki, Xuanchi Ren, Jun Gao, Mike Zheng Shou, Sanja Fidler, Zan Gojcic, Huan Ling

CVPR 2025 Diffusion Renderer: Neural Inverse and Forward Rendering with Video Diffusion Models Ruofan Liang, Zan Gojcic, Huan Ling, Jacob Munkberg, Jon Hasselgren, Chih-Hao Lin, Jun Gao, Alexander Keller, Nandita Vijaykumar, Sanja Fidler, Zian Wang

NeurIPS 2025 Feed-Forward Bullet-Time Reconstruction of Dynamic Scenes from Monocular Videos Hanxue Liang, Jiawei Ren, Ashkan Mirzaei, Antonio Torralba, Ziwei Liu, Igor Gilitschenski, Sanja Fidler, Cengiz Oztireli, Huan Ling, Zan Gojcic, Jiahui Huang

CVPR 2025 GEN3C: 3D-Informed World-Consistent Video Generation with Precise Camera Control Xuanchi Ren, Tianchang Shen, Jiahui Huang, Huan Ling, Yifan Lu, Merlin Nimier-David, Thomas Müller, Alexander Keller, Sanja Fidler, Jun Gao

CVPR 2024 3DiffTection: 3D Object Detection with Geometry-Aware Diffusion Features Chenfeng Xu, Huan Ling, Sanja Fidler, Or Litany

CVPR 2024 Align Your Gaussians: Text-to-4D with Dynamic 3D Gaussians and Composed Diffusion Models Huan Ling, Seung Wook Kim, Antonio Torralba, Sanja Fidler, Karsten Kreis

NeurIPS 2024 L4GM: Large 4D Gaussian Reconstruction Model Jiawei Ren, Kevin Xie, Ashkan Mirzaei, Hanxue Liang, Xiaohui Zeng, Karsten Kreis, Ziwei Liu, Antonio Torralba, Sanja Fidler, Seung Wook Kim, Huan Ling

NeurIPS 2024 SCube: Instant Large-Scale Scene Reconstruction Using VoxSplats Xuanchi Ren, Yifan Lu, Hanxue Liang, Zhangjie Wu, Huan Ling, Mike Chen, Sanja Fidler, Francis Williams, Jiahui Huang

CVPR 2023 Align Your Latents: High-Resolution Video Synthesis with Latent Diffusion Models Andreas Blattmann, Robin Rombach, Huan Ling, Tim Dockhorn, Seung Wook Kim, Sanja Fidler, Karsten Kreis

ICCV 2023 DreamTeacher: Pretraining Image Backbones with Deep Generative Models Daiqing Li, Huan Ling, Amlan Kar, David Acuna, Seung Wook Kim, Karsten Kreis, Antonio Torralba, Sanja Fidler

CVPR 2022 BigDatasetGAN: Synthesizing ImageNet with Pixel-Wise Annotations Daiqing Li, Huan Ling, Seung Wook Kim, Karsten Kreis, Sanja Fidler, Antonio Torralba

CVPR 2021 DatasetGAN: Efficient Labeled Data Factory with Minimal Human Effort Yuxuan Zhang, Huan Ling, Jun Gao, Kangxue Yin, Jean-Francois Lafleche, Adela Barriuso, Antonio Torralba, Sanja Fidler

NeurIPS 2021 EditGAN: High-Precision Semantic Image Editing Huan Ling, Karsten Kreis, Daiqing Li, Seung Wook Kim, Antonio Torralba, Sanja Fidler

ICLR 2021 Image GANs Meet Differentiable Rendering for Inverse Graphics and Interpretable 3D Neural Rendering Yuxuan Zhang, Wenzheng Chen, Huan Ling, Jun Gao, Yinan Zhang, Antonio Torralba, Sanja Fidler

ECCV 2020 ScribbleBox: Interactive Annotation Framework for Video Object Segmentation Bowen Chen, Huan Ling, Xiaohui Zeng, Jun Gao, Ziyue Xu, Sanja Fidler

NeurIPS 2020 Variational Amodal Object Completion Huan Ling, David Acuna, Karsten Kreis, Seung Wook Kim, Sanja Fidler

CVPR 2019 Fast Interactive Object Annotation with Curve-GCN Huan Ling, Jun Gao, Amlan Kar, Wenzheng Chen, Sanja Fidler

NeurIPS 2019 Learning to Predict 3D Objects with an Interpolation-Based Differentiable Renderer Wenzheng Chen, Huan Ling, Jun Gao, Edward Smith, Jaakko Lehtinen, Alec Jacobson, Sanja Fidler

CVPR 2019 Object Instance Annotation with Deep Extreme Level Set Evolution Zian Wang, David Acuna, Huan Ling, Amlan Kar, Sanja Fidler

CVPR 2018 Efficient Interactive Annotation of Segmentation Datasets with Polygon-RNN++ David Acuna, Huan Ling, Amlan Kar, Sanja Fidler

NeurIPS 2017 Teaching Machines to Describe Images with Natural Language Feedback Huan Ling, Sanja Fidler