Two-step approach for single underwater image enhancement. - Xueyang Fu; Zhiwen Fan; Mei Ling; Yue Huang 001; Xinghao Ding (ISPACS, 2017)

Compressed Sensing MRI Using a Recursive Dilated Network. - Liyan Sun; Zhiwen Fan; Yue Huang 001; Xinghao Ding; John W. Paisley (AAAI, 2018)

A Segmentation-Aware Deep Fusion Network for Compressed Sensing MRI. - Zhiwen Fan; Liyan Sun; Xinghao Ding; Yue Huang 001; Congbo Cai; John W. Paisley (ECCV (6), 2018)

Residual-Guide Network for Single Image Deraining. - Zhiwen Fan; Huafeng Wu; Xueyang Fu; Yue Huang 001; Xinghao Ding (ACM Multimedia, 2018)

A Deep Error Correction Network for Compressed Sensing MRI. - Liyan Sun; Zhiwen Fan; Yue Huang 001; Xinghao Ding; John W. Paisley (CoRR, 2018)

A Divide-and-Conquer Approach to Compressed Sensing MRI. - Liyan Sun; Zhiwen Fan; Xinghao Ding; Congbo Cai; Yue Huang 001; John W. Paisley (CoRR, 2018)

A Deep Information Sharing Network for Multi-contrast Compressed Sensing MRI Reconstruction. - Liyan Sun; Zhiwen Fan; Yue Huang 001; Xinghao Ding; John W. Paisley (CoRR, 2018)

Residual-Guide Feature Fusion Network for Single Image Deraining. - Zhiwen Fan; Huafeng Wu; Xueyang Fu; Yue Huang 001; Xinghao Ding (CoRR, 2018)

Joint CS-MRI Reconstruction and Segmentation with a Unified Deep Network. - Liyan Sun; Zhiwen Fan; Xinghao Ding; Yue Huang 001; John W. Paisley (IPMI, 2019)

A Deep Information Sharing Network for Multi-Contrast Compressed Sensing MRI Reconstruction. - Liyan Sun; Zhiwen Fan; Xueyang Fu; Yue Huang 001; Xinghao Ding; John William Paisley (IEEE Trans. Image Process., 2019)

Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching. - Xiaodong Gu 004; Zhiwen Fan; Siyu Zhu 001; Zuozhuo Dai; Feitong Tan; Ping Tan (CVPR, 2020)

MeshMVS: Multi-View Stereo Guided Mesh Reconstruction. - Rakesh Shrestha; Zhiwen Fan; Qingkun Su; Zuozhuo Dai; Siyu Zhu 001; Ping Tan (3DV, 2021)

FloorPlanCAD: A Large-Scale CAD Drawing Dataset for Panoptic Symbol Spotting. - Zhiwen Fan; Lingjie Zhu; Honghua Li; Xiaohao Chen; Siyu Zhu 001; Ping Tan (ICCV, 2021)

Aug-NeRF: Training Stronger Neural Radiance Fields with Triple-Level Physically-Grounded Augmentations. - Tianlong Chen 001; Peihao Wang; Zhiwen Fan; Zhangyang Wang (CVPR, 2022)

CADTransformer: Panoptic Symbol Spotting Transformer for CAD Drawings. - Zhiwen Fan; Tianlong Chen 001; Peihao Wang; Zhangyang Wang (CVPR, 2022)

Unified Implicit Neural Stylization. - Zhiwen Fan; Yifan Jiang 001; Peihao Wang; Xinyu Gong; Dejia Xu; Zhangyang Wang (ECCV (15), 2022)

Point Cloud Domain Adaptation via Masked Local 3D Structure Prediction. - Hanxue Liang; Hehe Fan; Zhiwen Fan; Yi Wang 076; Tianlong Chen 001; Yu Cheng 001; Zhangyang Wang (ECCV (3), 2022)

SinNeRF: Training Neural Radiance Fields on Complex Scenes from a Single Image. - Dejia Xu; Yifan Jiang 001; Peihao Wang; Zhiwen Fan; Humphrey Shi; Zhangyang Wang (ECCV (22), 2022)

Neural Implicit Dictionary Learning via Mixture-of-Expert Training. - Peihao Wang; Zhiwen Fan; Tianlong Chen 001; Zhangyang Wang (ICML, 2022)

M³ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design. - Hanxue Liang; Zhiwen Fan; Rishov Sarkar; Ziyu Jiang; Tianlong Chen 001; Kai Zou; Yu Cheng 001; Cong Hao; Zhangyang Wang (NeurIPS, 2022)

Signal Processing for Implicit Neural Representations. - Dejia Xu; Peihao Wang; Yifan Jiang 001; Zhiwen Fan; Zhangyang Wang (NeurIPS, 2022)

Neural Implicit Dictionary via Mixture-of-Expert Training. - Peihao Wang; Zhiwen Fan; Tianlong Chen 001; Zhangyang Wang (CoRR, 2022)

Can We Solve 3D Vision Tasks Starting from A 2D Vision Transformer? - Yi Wang 076; Zhiwen Fan; Tianlong Chen 001; Hehe Fan; Zhangyang Wang (CoRR, 2022)

M3ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design. - Hanxue Liang; Zhiwen Fan; Rishov Sarkar; Ziyu Jiang; Tianlong Chen 001; Kai Zou; Yu Cheng 001; Cong Hao; Zhangyang Wang (CoRR, 2022)

Data-Model-Circuit Tri-Design for Ultra-Light Video Intelligence on Edge Devices. - Yimeng Zhang; Akshay Karkal Kamath; Qiucheng Wu; Zhiwen Fan; Wuyang Chen 001; Zhangyang Wang; Shiyu Chang; Sijia Liu 001; Cong Hao (ASP-DAC, 2023)

NeuralLift-360: Lifting an in-the-Wild 2D Photo to A 3D Object with 360° Views. - Dejia Xu; Yifan Jiang 001; Peihao Wang; Zhiwen Fan; Yi Wang 076; Zhangyang Wang (CVPR, 2023)

INR-Arch: A Dataflow Architecture and Compiler for Arbitrary-Order Gradient Computations in Implicit Neural Representation Processing. - Stefan Abi-Karam; Rishov Sarkar; Dejia Xu; Zhiwen Fan; Zhangyang Wang; Cong Hao (ICCAD, 2023)

Edge-MoE: Memory-Efficient Multi-Task Vision Transformer Architecture with Task-Level Sparsity via Mixture-of-Experts. - Rishov Sarkar; Hanxue Liang; Zhiwen Fan; Zhangyang Wang; Cong Hao (ICCAD, 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 001; Mukund Varma T.; Yi Wang 076; Zhangyang Wang (ICCV, 2023)

StegaNeRF: Embedding Invisible Information within Neural Radiance Fields. - Chenxin Li; Brandon Y. Feng; Zhiwen Fan; Panwang Pan; Zhangyang Wang (ICCV, 2023)

NeRF-SOS: Any-View Self-supervised Object Segmentation on Complex Scenes. - Zhiwen Fan; Peihao Wang; Yifan Jiang 001; Xinyu Gong; Dejia Xu; Zhangyang Wang (ICLR, 2023)

POPE: 6-DoF Promptable Pose Estimation of Any Object, in Any Scene, with One Reference. - Zhiwen Fan; Panwang Pan; Peihao Wang; Yifan Jiang 001; Dejia Xu; Hanwen Jiang; Zhangyang Wang (CoRR, 2023)

Drag View: Generalizable Novel View Synthesis with Unposed Imagery. - Zhiwen Fan; Panwang Pan; Peihao Wang; Yifan Jiang 001; Hanwen Jiang; Dejia Xu; Zehao Zhu; Dilin Wang; Zhangyang Wang (CoRR, 2023)

Learning to Estimate 6DoF Pose from Limited Data: A Few-Shot, Generalizable Approach using RGB Images. - Panwang Pan; Zhiwen Fan; Brandon Y. Feng; Peihao Wang; Chenxin Li; Zhangyang Wang (3DV, 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 001; Dejia Xu; A. Cengiz Öztireli; Zhangyang Wang (CVPR Workshops, 2024)

POPE: 6-DoF Promptable Pose Estimation of Any Object, in Any Scene, with One Reference. - Zhiwen Fan; Panwang Pan; Peihao Wang; Yifan Jiang 001; Dejia Xu; Zhangyang Wang (CVPR Workshops, 2024)

Lift3D: Zero-Shot Lifting of Any 2D Vision Model to 3D. - Mukund Varma T.; Peihao Wang; Zhiwen Fan; Zhangyang Wang; Hao Su 001; Ravi Ramamoorthi (CVPR, 2024)

Taming Mode Collapse in Score Distillation for Text-to-3D Generation. - Peihao Wang; Dejia Xu; Zhiwen Fan; Dilin Wang; Sreyas Mohan; Forrest N. Iandola; Rakesh Ranjan; Yilei Li; Qiang Liu 001; Zhangyang Wang; Vikas Chandra (CVPR, 2024)

Feature 3DGS: Supercharging 3D Gaussian Splatting to Enable Distilled Feature Fields. - Shijie Zhou 003; Haoran Chang; Sicheng Jiang; Zhiwen Fan; Zehao Zhu; Dejia Xu; Pradyumna Chari; Suya You; Zhangyang Wang; Achuta Kadambi (CVPR, 2024)

VersatileGaussian: Real-Time Neural Rendering for Versatile Tasks Using Gaussian Splatting. - Renjie Li 003; Zhiwen Fan; Bohua Wang; Peihao Wang; Zhangyang Wang; Xi Wu (ECCV (20), 2024)

DreamScene360: Unconstrained Text-to-3D Scene Generation with Panoramic Gaussian Splatting. - Shijie Zhou 003; Zhiwen Fan; Dejia Xu; Haoran Chang; Pradyumna Chari; Tejas Bharadwaj; Suya You; Zhangyang Wang; Achuta Kadambi (ECCV (6), 2024)

FSGS: Real-Time Few-Shot View Synthesis Using Gaussian Splatting. - Zehao Zhu; Zhiwen Fan; Yifan Jiang 001; Zhangyang Wang (ECCV (39), 2024)

MM3DGS SLAM: Multi-modal 3D Gaussian Splatting for SLAM Using Vision, Depth, and Inertial Measurements. - Lisong C. Sun; Neel P. Bhatt; Jonathan C. Liu; Zhiwen Fan; Zhangyang Wang; Todd E. Humphreys; Ufuk Topcu (IROS, 2024)

LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS. - Zhiwen Fan; Kevin Wang; Kairun Wen; Zehao Zhu; Dejia Xu; Zhangyang Wang (NeurIPS, 2024)

Large Spatial Model: End-to-end Unposed Images to Semantic 3D. - Zhiwen Fan; Jian Zhang; Wenyan Cong; Peihao Wang; Renjie Li 003; Kairun Wen; Shijie Zhou 003; Achuta Kadambi; Zhangyang Wang; Danfei Xu; Boris Ivanovic; Marco Pavone 001 (NeurIPS, 2024)

Expressive Gaussian Human Avatars from Monocular RGB Video. - Hezhen Hu; Zhiwen Fan; Tianhao Wu; Yihan Xi; Seoyoung Lee; Georgios Pavlakos; Zhangyang Wang (NeurIPS, 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 001; Georgios Pavlakos; Zhangyang Wang; Yue Wang 041 (CoRR, 2024)

LLMGeo: Benchmarking Large Language Models on Image Geolocation In-the-wild. - Zhiqiang Wang; Dejia Xu; Rana Muhammad Shahroz Khan; Yanbin Lin; Zhiwen Fan; Xingquan Zhu 001 (CoRR, 2024)

Learning Traffic Crashes as Language: Datasets, Benchmarks, and What-if Causal Analyses. - Zhiwen Fan; Pu Wang; Yang Zhao 013; Yibo Zhao; Boris Ivanovic; Zhangyang Wang; Marco Pavone 001; Hao (Frank) Yang (CoRR, 2024)

4K4DGen: Panoramic 4D Generation at 4K Resolution. - Renjie Li 003; Panwang Pan; Bangbang Yang; Dejia Xu; Shijie Zhou 003; Xuanyang Zhang; Zeming Li; Achuta Kadambi; Zhangyang Wang; Zhiwen Fan (CoRR, 2024)

GaussianStego: A Generalizable Stenography Pipeline for Generative 3D Gaussians Splatting. - Chenxin Li; Hengyu Liu 007; Zhiwen Fan; Wuyang Li; Yifan Liu 010; Panwang Pan; Yixuan Yuan (CoRR, 2024)

Large Spatial Model: End-to-end Unposed Images to Semantic 3D. - Zhiwen Fan; Jian Zhang; Wenyan Cong; Peihao Wang; Renjie Li 003; Kairun Wen; Shijie Zhou 003; Achuta Kadambi; Zhangyang Wang; Danfei Xu; Boris Ivanovic; Marco Pavone 001; et al. (CoRR, 2024)

Predefined-time sliding mode attitude control for liquid-filled spacecraft with large amplitude sloshing. - Xiaojuan Song; Zhiwen Fan; Shufeng Lu; Yulong Yan; Baozeng Yue (Eur. J. Control, 2024)

SteinDreamer: Variance Reduction for Text-to-3D Score Distillation via Stein Identity. - Peihao Wang; Zhiwen Fan; Dejia Xu; Dilin Wang; Sreyas Mohan; Forrest N. Iandola; Rakesh Ranjan; Yilei Li; Qiang Liu 001; Zhangyang Wang; Vikas Chandra (AISTATS, 2025)

Feature4X: Bridging Any Monocular Video to 4D Agentic AI with Versatile Gaussian Feature Fields. - Shijie Zhou 003; Hui Ren; Yijia Weng; Shuwang Zhang; Zhen Wang; Dejia Xu; Zhiwen Fan; Suya You; Zhangyang Wang; Leonidas J. Guibas; Achuta Kadambi (CVPR, 2025)

Steepest Descent Density Control for Compact 3D Gaussian Splatting. - Peihao Wang; Yuehao Wang; Dilin Wang; Sreyas Mohan; Zhiwen Fan; Lemeng Wu; Ruisi Cai; Yu-Ying Yeh; Zhangyang Wang; Qiang Liu 001; Rakesh Ranjan (CVPR, 2025)

STAMP: Scalable Task- And Model-agnostic Collaborative Perception. - Xiangbo Gao; Runsheng Xu; Jiachen Li 001; Ziran Wang; Zhiwen Fan; Zhengzhong Tu (ICLR, 2025)

InstantSplamp: Fast and Generalizable Stenography Framework for Generative Gaussian Splatting. - Chenxin Li; Hengyu Liu 007; Zhiwen Fan; Wuyang Li; Yifan Liu 010; Panwang Pan; Yixuan Yuan (ICLR, 2025)

4K4DGen: Panoramic 4D Generation at 4K Resolution. - Renjie Li 003; Panwang Pan; Bangbang Yang; Dejia Xu; Shijie Zhou 003; Xuanyang Zhang; Zeming Li; Achuta Kadambi; Zhangyang Wang; Zhengzhong Tu; Zhiwen Fan (ICLR, 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 001; Zhiwen Fan (CoRR, 2025)

Symbolic Visual Reinforcement Learning: A Scalable Framework With Object-Level Abstraction and Differentiable Expression Search. - Wenqing Zheng; S. P. Sharan; Zhiwen Fan; Kevin Wang; Yihan Xi; Zhangyang Wang (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

X2-Gaussian: 4D Radiative Gaussian Splatting for Continuous-time Tomographic Reconstruction. - Weihao Yu 005; Yuanhao Cai; Ruyi Zha; Zhiwen Fan; Chenxin Li; Yixuan Yuan (CoRR, 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 051; Zhiwen Fan; Zhangyang Wang (CoRR, 2025)

Generative AI for Autonomous Driving: Frontiers and Opportunities. - Yuping Wang; Shuo Xing; Cui Can; Renjie Li 003; Hongyuan Hua; Kexin Tian; Zhaobin Mo; Xiangbo Gao; Keshu Wu; Sulong Zhou; Hengxu You; Juntong Peng; et al. (CoRR, 2025)

VLM-3R: Vision-Language Models Augmented with Instruction-Aligned 3D Reconstruction. - Zhiwen Fan; Jian Zhang; Renjie Li 003; Junge Zhang; Runjin Chen; Hezhen Hu; Kevin Wang; Huaizhi Qu; Dilin Wang; Zhicheng Yan 001; Hongyu Xu; Justin Theiss; et al. (CoRR, 2025)

E3D-Bench: A Benchmark for End-to-End 3D Geometric Foundation Models. - Wenyan Cong; Yiqing Liang; Yancheng Zhang; Ziyi Yang; Yan Wang 051; Boris Ivanovic; Marco Pavone 001; Chen Chen; Zhangyang Wang; Zhiwen Fan (CoRR, 2025)

CryoFastAR: Fast Cryo-EM Ab Initio Reconstruction Made Easy. - Jiakai Zhang; Shouchen Zhou; Haizhao Dai; Xinhang Liu; Peihao Wang; Zhiwen Fan; Yuan Pei; Jingyi Yu (CoRR, 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 041; Zhangyang Wang; Yao Zhao 001; Marco Pavone 001; et al. (CoRR, 2025)

MMHU: A Massive-Scale Multimodal Benchmark for Human Behavior Understanding. - Renjie Li 003; Ruijie Ye; Mingyang Wu; Hao (Frank) Yang; Zhiwen Fan; Hezhen Hu; Zhengzhong Tu (CoRR, 2025)