A General O(n2) Hyper-Parameter Optimization for Gaussian Process Regression with Cross-Validation and Non-linearly Constrained ADMM. - Linning Xu; Feng Yin; Jiawei Zhang 007; Zhi-Quan Luo; Shuguang Cui (CoRR, 2019)

A Local-to-Global Approach to Multi-Modal Movie Scene Segmentation. - Anyi Rao; Linning Xu; Yu Xiong; Guodong Xu; Qingqiu Huang; Bolei Zhou; Dahua Lin (CVPR, 2020)

A Unified Framework for Shot Type Classification Based on Subject Centric Lens. - Anyi Rao; Jiaze Wang; Linning Xu; Xuekun Jiang; Qingqiu Huang; Bolei Zhou; Dahua Lin (ECCV (11), 2020)

Online Multi-modal Person Search in Videos. - Jiangyue Xia; Anyi Rao; Qingqiu Huang; Linning Xu; Jiangtao Wen; Dahua Lin (ECCV (12), 2020)

Learn to Propagate Reliably on Noisy Affinity Graphs. - Lei Yang 045; Qingqiu Huang; Huaiyi Huang; Linning Xu; Dahua Lin (ECCV (15), 2020)

Exact O(N2) Hyper-Parameter Optimization for Gaussian Process Regression. - Linning Xu; Yijue Dai; Jiawei Zhang 007; Ceyao Zhang; Feng Yin (MLSP, 2020)

BlockPlanner: City Block Generation with Vectorized Graph Representation. - Linning Xu; Yuanbo Xiangli; Anyi Rao; Nanxuan Zhao; Bo Dai 002; Ziwei Liu 002; Dahua Lin (ICCV, 2021)

CityNeRF: Building NeRF at City Scale. - Yuanbo Xiangli; Linning Xu; Xingang Pan; Nanxuan Zhao; Anyi Rao; Christian Theobalt; Bo Dai 002; Dahua Lin (CoRR, 2021)

BungeeNeRF: Progressive Neural Radiance Field for Extreme Multi-scale Scene Rendering. - Yuanbo Xiangli; Linning Xu; Xingang Pan; Nanxuan Zhao; Anyi Rao; Christian Theobalt; Bo Dai 002; Dahua Lin (ECCV (32), 2022)

Shoot360: Normal View Video Creation from City Panorama Footage. - Anyi Rao; Linning Xu; Dahua Lin (SIGGRAPH (Conference Paper Track), 2022)

Jointly Learning the Attributes and Composition of Shots for Boundary Detection in Videos. - Xuekun Jiang; Libiao Jin; Anyi Rao; Linning Xu; Dahua Lin (IEEE Trans. Multim., 2022)

OmniCity: Omnipotent City Understanding with Multi-Level and Multi-View Images. - Weijia Li; Yawen Lai; Linning Xu; Yuanbo Xiangli; Jinhua Yu; Conghui He; Gui-Song Xia; Dahua Lin (CVPR, 2023)

Grid-guided Neural Radiance Fields for Large Urban Scenes. - Linning Xu; Yuanbo Xiangli; Sida Peng; Xingang Pan; Nanxuan Zhao; Christian Theobalt; Bo Dai 002; Dahua Lin (CVPR, 2023)

MatrixCity: A Large-scale City Dataset for City-scale Neural Rendering and Beyond. - Yixuan Li 002; Lihan Jiang; Linning Xu; Yuanbo Xiangli; Zhenzhi Wang 001; Dahua Lin; Bo Dai 002 (ICCV, 2023)

AssetField: Assets Mining and Reconfiguration in Ground Feature Plane Representation. - Yuanbo Xiangli; Linning Xu; Xingang Pan; Nanxuan Zhao; Bo Dai 002; Dahua Lin (ICCV, 2023)

Dynamic Storyboard Generation in an Engine-based Virtual Environment for Video Production. - Anyi Rao; Xuekun Jiang; Yuwei Guo 002; Linning Xu; Lei Yang 045; Libiao Jin; Dahua Lin; Bo Dai 002 (SIGGRAPH Posters, 2023)

VR-NeRF: High-Fidelity Virtualized Walkable Spaces. - Linning Xu; Vasu Agrawal; William Laney; Tony Garcia; Aayush Bansal; Changil Kim 001; Samuel Rota Bulò; Lorenzo Porzi; Peter Kontschieder; Aljaz Bozic; Dahua Lin; Michael Zollhöfer; et al. (SIGGRAPH Asia, 2023)

A Coarse-to-Fine Framework for Automatic Video Unscreen. - Anyi Rao; Linning Xu; Zhizhong Li 002; Qingqiu Huang; Zhanghui Kuang; Wayne Zhang 001; Dahua Lin (IEEE Trans. Multim., 2023)

Scaffold-GS: Structured 3D Gaussians for View-Adaptive Rendering. - Tao Lu 005; Mulin Yu; Linning Xu; Yuanbo Xiangli; Limin Wang 002; Dahua Lin; Bo Dai 002 (CVPR, 2024)

Director3D: Real-world Camera Trajectory and 3D Scene Generation from Text. - Xinyang Li; Zhangyu Lai; Linning Xu; Yansong Qu; Liujuan Cao; Shengchuan Zhang; Bo Dai 002; Rongrong Ji (NeurIPS, 2024)

GSDF: 3DGS Meets SDF for Improved Neural Rendering and Reconstruction. - Mulin Yu; Tao Lu 005; Linning Xu; Lihan Jiang; Yuanbo Xiangli; Bo Dai 002 (NeurIPS, 2024)

GSDF: 3DGS Meets SDF for Improved Rendering and Reconstruction. - Mulin Yu; Tao Lu 005; Linning Xu; Lihan Jiang; Yuanbo Xiangli; Bo Dai 002 (CoRR, 2024)

Octree-GS: Towards Consistent Real-time Rendering with LOD-Structured 3D Gaussians. - Kerui Ren; Lihan Jiang; Tao Lu 005; Mulin Yu; Linning Xu; Zhangkai Ni; Bo Dai 002 (CoRR, 2024)

Dual3D: Efficient and Consistent Text-to-3D Generation with Dual-mode Multi-view Latent Diffusion. - Xinyang Li; Zhangyu Lai; Linning Xu; Jianfei Guo; Liujuan Cao; Shengchuan Zhang; Bo Dai 002; Rongrong Ji (CoRR, 2024)

Fisheye-GS: Lightweight and Extensible Gaussian Splatting Module for Fisheye Cameras. - Zimu Liao; Siyan Chen; Rong Fu; Yi Wang 003; Zhongling Su; Hao Luo; Li Ma; Linning Xu; Bo Dai 002; Hengjie Li; Zhilin Pei; Xingcheng Zhang (CoRR, 2024)

Proc-GS: Procedural Building Generation for City Assembly with 3D Gaussians. - Yixuan Li 002; Xingjian Ran; Linning Xu; Tao Lu 005; Mulin Yu; Zhenzhi Wang 001; Yuanbo Xiangli; Dahua Lin; Bo Dai 002 (CVPR Workshops, 2025)

FlashGS: Efficient 3D Gaussian Splatting for Large-scale and High-resolution Rendering. - Guofeng Feng; Siyan Chen; Rong Fu; Zimu Liao; Yi Wang; Tao Liu; Boni Hu; Linning Xu; Zhilin Pei; Hengjie Li; Xiuhong Li; Ninghui Sun; et al. (CVPR, 2025)

Horizon-GS: Unified 3D Gaussian Splatting for Large-Scale Aerial-to-Ground Scenes. - Lihan Jiang; Kerui Ren; Mulin Yu; Linning Xu; Junting Dong; Tao Lu 005; Feng Zhao 004; Dahua Lin; Bo Dai 002 (CVPR, 2025)

GS-Cache: A GS-Cache Inference Framework for Large-scale Gaussian Splatting Models. - Miao Tao; Yuanzhen Zhou; Haoran Xu; Zeyu He; Zhenyu Yang; Yuchang Zhang; Zhongling Su; Linning Xu; Zhenxiang Ma; Rong Fu; Hengjie Li; Xingcheng Zhang; et al. (CoRR, 2025)

Virtualized 3D Gaussians: Flexible Cluster-based Level-of-Detail System for Real-Time Rendering of Composed Scenes. - Xijie Yang; Linning Xu; Lihan Jiang; Dahua Lin; Bo Dai 002 (CoRR, 2025)

HaloGS: Loose Coupling of Compact Geometry and Gaussian Splats for 3D Scenes. - Changjian Jiang; Kerui Ren; Linning Xu; Jiong Chen; Jiangmiao Pang; Yu Zhang; Bo Dai 002; Mulin Yu (CoRR, 2025)

MV-CoLight: Efficient Object Compositing with Consistent Lighting and Shadow Generation. - Kerui Ren; Jiayang Bai; Linning Xu; Lihan Jiang; Jiangmiao Pang; Mulin Yu; Bo Dai 027 (CoRR, 2025)

AnySplat: Feed-forward 3D Gaussian Splatting from Unconstrained Views. - Lihan Jiang; Yucheng Mao; Linning Xu; Tao Lu 005; Kerui Ren; Yichen Jin; Xudong Xu; Mulin Yu; Jiangmiao Pang; Feng Zhao 004; Dahua Lin; Bo Dai 002 (CoRR, 2025)

Direct Numerical Layout Generation for 3D Indoor Scene Synthesis via Spatial Reasoning. - Xingjian Ran; Yixuan Li 002; Linning Xu; Mulin Yu; Bo Dai 002 (CoRR, 2025)

ObjectGS: Object-aware Scene Reconstruction and Scene Understanding via Gaussian Splatting. - Ruijie Zhu 002; Mulin Yu; Linning Xu; Lihan Jiang; Yixuan Li 002; Tianzhu Zhang 001; Jiangmiao Pang; Bo Dai 002 (CoRR, 2025)