Music-oriented Dance Video Synthesis with Pose Perceptual Loss. - Xuanchi Ren; Haoran Li 003; Zijian Huang 002; Qifeng Chen (CoRR, 2019)

Self-supervised Dance Video Synthesis Conditioned on Music. - Xuanchi Ren; Haoran Li 003; Zijian Huang 002; Qifeng Chen (ACM Multimedia, 2020)

Video Deblurring by Fitting to Test Data. - Xuanchi Ren; Zian Qian; Qifeng Chen (CoRR, 2020)

Safety-aware Motion Prediction with Unseen Vehicles for Autonomous Driving. - Xuanchi Ren; Tao Yang; Li Erran Li; Alexandre Alahi; Qifeng Chen (ICCV, 2021)

Rethinking Content and Style: Exploring Bias for Unsupervised Disentanglement. - Xuanchi Ren; Tao Yang 032; Yuwang Wang; Wenjun Zeng 001 (ICCVW, 2021)

GroupifyVAE: from Group-based Definition to VAE-based Unsupervised Representation Disentanglement. - Tao Yang 032; Xuanchi Ren; Yuwang Wang; Wenjun Zeng 001; Nanning Zheng 001; Pengju Ren (CoRR, 2021)

Do Generative Models Know Disentanglement? Contrastive Learning is All You Need. - Xuanchi Ren; Tao Yang 032; Yuwang Wang; Wenjun Zeng 001 (CoRR, 2021)

Look Outside the Room: Synthesizing A Consistent Long-Term 3D Scene Video from A Single Image. - Xuanchi Ren; Xiaolong Wang 004 (CVPR, 2022)

Learning Disentangled Representation by Exploiting Pretrained Generative Models: A Contrastive Learning View. - Xuanchi Ren; Tao Yang 032; Yuwang Wang; Wenjun Zeng 001 (ICLR, 2022)

Towards Building A Group-based Unsupervised Representation Disentanglement Framework. - Tao Yang 032; Xuanchi Ren; Yuwang Wang; Wenjun Zeng 001; Nanning Zheng 001 (ICLR, 2022)

Retriever: Learning Content-Style Representation as a Token-Level Bipartite Graph. - Dacheng Yin; Xuanchi Ren; Chong Luo; Yuwang Wang; Zhiwei Xiong; Wenjun Zeng 001 (ICLR, 2022)

Blind Video Deflickering by Neural Filtering with a Flawed Atlas. - Chenyang Lei; Xuanchi Ren; Zhaoxiang Zhang 001; Qifeng Chen (CVPR, 2023)

XCube (X3): Large-Scale 3D Generative Modeling using Sparse Voxel Hierarchies. - Xuanchi Ren; Jiahui Huang; Xiaohui Zeng; Ken Museth; Sanja Fidler; Francis Williams (CoRR, 2023)

XCube: Large-Scale 3D Generative Modeling using Sparse Voxel Hierarchies. - Xuanchi Ren; Jiahui Huang; Xiaohui Zeng; Ken Museth; Sanja Fidler; Francis Williams (CVPR, 2024)

SCube: Instant Large-Scale Scene Reconstruction using VoxSplats. - Xuanchi Ren; Yifan Lu; Hanxue Liang; Jay Zhangjie Wu; Huan Ling; Mike Chen; Sanja Fidler; Francis Williams; Jiahui Huang (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 (CoRR, 2024)

InfiniCube: Unbounded and Controllable Dynamic 3D Driving Scene Generation with World-Guided Video Models. - Yifan Lu; Xuanchi Ren; Jiawei Yang 002; Tianchang Shen; Zhangjie Wu; Jun Gao 004; Yue Wang 041; Siheng Chen; Mike Chen; Sanja Fidler; Jiahui Huang (CoRR, 2024)

fVDB : A Deep-Learning Framework for Sparse, Large Scale, and High Performance Spatial Intelligence. - Francis Williams; Jiahui Huang; Jonathan Swartz; Gergely Klár; Vijay Thakkar; Matthew Cong; Xuanchi Ren; Ruilong Li; Clement Fuji-Tsang; Sanja Fidler; Eftychios Sifakis; Ken Museth (ACM Trans. Graph., 2024)

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 013; Alexander Keller 001; Sanja Fidler; Jun Gao 004 (CVPR, 2025)

DIFIX3D+: Improving 3D Reconstructions with Single-Step Diffusion Models. - Jay Zhangjie Wu; Yuxuan Zhang 001; Haithem Turki; Xuanchi Ren; Jun Gao 004; Mike Zheng Shou; Sanja Fidler; Zan Gojcic; Huan Ling (CVPR, 2025)

Cosmos-Transfer1: Conditional World Generation with Adaptive Multimodal Control. - Hassan Abu Alhaija; José M. Álvarez 004; Maciej Bala; Tiffany Cai; Tianshi Cao; Liz Cha; Joshua Chen; Mike Chen; Francesco Ferroni; Sanja Fidler; Dieter Fox; Yunhao Ge; et al. (CoRR, 2025)

Cosmos-Drive-Dreams: Scalable Synthetic Driving Data Generation with World Foundation Models. - Xuanchi Ren; Yifan Lu; Tianshi Cao; Ruiyuan Gao 003; Shengyu Huang; Amirmojtaba Sabour; Tianchang Shen; Tobias Pfaff; Jay Zhangjie Wu; Runjian Chen; Seung Wook Kim 001; Jun Gao 004; et al. (CoRR, 2025)

ViPE: Video Pose Engine for 3D Geometric Perception. - Jiahui Huang; Qunjie Zhou; Hesam Rabeti; Aleksandr Korovko; Huan Ling; Xuanchi Ren; Tianchang Shen; Jun Gao 004; Dmitry Slepichev; Chen-Hsuan Lin 001; Jiawei Ren 001; Kevin Xie; et al. (CoRR, 2025)