Towards Scale-Free Rain Streak Removal via Self-Supervised Fractal Band Learning. - Wenhan Yang; Shiqi Wang 001; Dejia Xu; Xiaodong Wang; Jiaying Liu 001 (AAAI, 2020)

NTIRE 2020 Challenge on Image and Video Deblurring. - Seungjun Nah; Sanghyun Son 002; Radu Timofte; Kyoung Mu Lee; Yu Tseng; Yu-Syuan Xu; Cheng-Ming Chiang; Yi-Min Tsai; Stephan Brehm; Sebastian A. Scherer; Dejia Xu; Yihao Chu; et al. (CVPR Workshops, 2020)

Moiré Pattern Removal via Attentive Fractal Network. - Dejia Xu; Yihao Chu; Qingyan Sun (CVPR Workshops, 2020)

NTIRE 2020 Challenge on Image Demoireing: Methods and Results. - Shanxin Yuan; Radu Timofte; Ales Leonardis; Gregory G. Slabaugh; Xiaotong Luo; Jiangtao Zhang; Yanyun Qu; Ming Hong; Yuan Xie 006; Cuihua Li; Dejia Xu; Yihao Chu; et al. (CVPR Workshops, 2020)

AIM 2020 Challenge on Image Extreme Inpainting. - Evangelos Ntavelis; Andrés Romero; Siavash Bigdeli; Radu Timofte; Zheng Hui; Xiumei Wang; Xinbo Gao 001; Chajin Shin; Taeoh Kim; Hanbin Son; Sangyoun Lee; Chao Li 034; et al. (ECCV Workshops (3), 2020)

AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results. - Pengxu Wei; Hannan Lu; Radu Timofte; Liang Lin; Wangmeng Zuo; Zhihong Pan 001; Baopu Li; Teng Xi; Yanwen Fan; Gang Zhang; Jingtuo Liu; Junyu Han; et al. (ECCV Workshops (3), 2020)

Is Label Smoothing Truly Incompatible with Knowledge Distillation: An Empirical Study. - Zhiqiang Shen; Zechun Liu; Dejia Xu; Zitian Chen; Kwang-Ting Cheng; Marios Savvides (ICLR, 2021)

Benchmarking Low-Light Image Enhancement and Beyond. - Jiaying Liu 001; Dejia Xu; Wenhan Yang; Minhao Fan; Haofeng Huang (Int. J. Comput. Vis., 2021)

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

Cloud2Sketch: Augmenting Clouds with Imaginary Sketches. - Zhaoyi Wan; Dejia Xu; Zhangyang Wang; Jian Wang; Jiebo Luo 001 (ACM Multimedia, 2022)

ReCoRo: Region-Controllable Robust Light Enhancement with User-Specified Imprecise Masks. - Dejia Xu; Hayk Poghosyan; Shant Navasardyan; Yifan Jiang 001; Humphrey Shi; Zhangyang Wang (ACM Multimedia, 2022)

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

AligNeRF: High-Fidelity Neural Radiance Fields via Alignment-Aware Training. - Yifan Jiang 001; Peter Hedman; Ben Mildenhall; Dejia Xu; Jonathan T. Barron; Zhangyang Wang; Tianfan Xue (CVPR, 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)

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)

Outline, Then Details: Syntactically Guided Coarse-To-Fine Code Generation. - Wenqing Zheng; S. P. Sharan; Ajay Kumar Jaiswal; Kevin Wang; Yihan Xi; Dejia Xu; Zhangyang Wang (ICML, 2023)

CLE Diffusion: Controllable Light Enhancement Diffusion Model. - Yuyang Yin; Dejia Xu; Chuangchuang Tan; Ping Liu 004; Yao Zhao 001; Yunchao Wei (ACM Multimedia, 2023)

PAIR-Diffusion: Object-Level Image Editing with Structure-and-Appearance Paired Diffusion Models. - Vidit Goel; Elia Peruzzo; Yifan Jiang 001; Dejia Xu; Nicu Sebe; Trevor Darrell; Zhangyang Wang; Humphrey Shi (CoRR, 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)

Reference-based Painterly Inpainting via Diffusion: Crossing the Wild Reference Domain Gap. - Dejia Xu; Xingqian Xu; Wenyan Cong; Humphrey Shi; 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)

Multi-Concept T2I-Zero: Tweaking Only The Text Embeddings and Nothing Else. - Hazarapet Tunanyan; Dejia Xu; Shant Navasardyan; Zhangyang Wang; Humphrey Shi (CoRR, 2023)

4DGen: Grounded 4D Content Generation with Spatial-temporal Consistency. - Yuyang Yin; Dejia Xu; Zhangyang Wang; Yao Zhao 001; Yunchao Wei (CoRR, 2023)

Background Scene Recovery From an Image Looking Through Colored Glass. - Ce Wang; Dejia Xu; Renjie Wan; Bin He; Boxin Shi; Ling-Yu Duan (IEEE Trans. Multim., 2023)

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)

OpenBias: Open-Set Bias Detection in Text-to-Image Generative Models. - Moreno D'Incà; Elia Peruzzo; Massimiliano Mancini; Dejia Xu; Vidit Goel; Xingqian Xu; Zhangyang Wang; Humphrey Shi; Nicu Sebe (CVPR, 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)

PAIR Diffusion: A Comprehensive Multimodal Object-Level Image Editor. - Vidit Goel; Elia Peruzzo; Yifan Jiang 001; Dejia Xu; Xingqian Xu; Nicu Sebe; Trevor Darrell; Zhangyang Wang; Humphrey Shi (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)

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)

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)

Diffusion4D: Fast Spatial-temporal Consistent 4D generation via Video Diffusion Models. - Hanwen Liang; Yuyang Yin; Dejia Xu; Hanxue Liang; Zhangyang Wang; Konstantinos N. Plataniotis; Yao Zhao 001; Yunchao Wei (NeurIPS, 2024)

VASE: Object-Centric Appearance and Shape Manipulation of Real Videos. - Elia Peruzzo; Vidit Goel; Dejia Xu; Xingqian Xu; Yifan Jiang 001; Zhangyang Wang; Humphrey Shi; Nicu Sebe (CoRR, 2024)

Comp4D: LLM-Guided Compositional 4D Scene Generation. - Dejia Xu; Hanwen Liang; Neel P. Bhatt; Hezhen Hu; Hanxue Liang; Konstantinos N. Plataniotis; Zhangyang Wang (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)

CamCo: Camera-Controllable 3D-Consistent Image-to-Video Generation. - Dejia Xu; Weili Nie; Chao Liu 064; Sifei Liu; Jan Kautz; Zhangyang Wang; Arash Vahdat (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)

Atlas Gaussians Diffusion for 3D Generation with Infinite Number of Points. - Haitao Yang 005; Yuan Dong; Hanwen Jiang; Dejia Xu; Georgios Pavlakos; Qixing Huang (CoRR, 2024)

Cavia: Camera-controllable Multi-view Video Diffusion with View-Integrated Attention. - Dejia Xu; Yifan Jiang 001; Chen Huang; Liangchen Song; Thorsten Gernoth; Liangliang Cao; Zhangyang Wang; Hao Tang 001 (CoRR, 2024)

AGG: Amortized Generative 3D Gaussians for Single Image to 3D. - Dejia Xu; Ye Yuan 012; Morteza Mardani; Sifei Liu; Jiaming Song; Zhangyang Wang; Arash Vahdat (Trans. Mach. Learn. Res., 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)

YOLO-KED: A Novel Framework for Rotated Object Detection in Complex Environments. - Zhaoyu Zhuang; Penglei Liu; Dejia Xu; Jun Cheng 002 (ICASSP, 2025)

Atlas Gaussians Diffusion for 3D Generation. - Haitao Yang 005; Yuan Dong; Hanwen Jiang; Dejia Xu; Georgios Pavlakos; Qixing Huang (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)

RagMe: Retrieval Augmented Video Generation for Enhanced Motion Realism. - Elia Peruzzo; Dejia Xu; Xingqian Xu; Humphrey Shi; Nicu Sebe (ICMR, 2025)

Copy or Not? Reference-Based Face Image Restoration with Fine Details. - Min Jin Chong; Dejia Xu; Yi Zhang; Zhangyang Wang; David A. Forsyth; Gurunandan Krishnan; Yicheng Wu; Jian Wang (WACV, 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)

HardTests: Synthesizing High-Quality Test Cases for LLM Coding. - Zhongmou He; Yee Man Choi; Kexun Zhang; Jiabao Ji; Junting Zhou; Dejia Xu; Ivan Bercovich; Aidan Zhang; Lei Li (CoRR, 2025)

TiP4GEN: Text to Immersive Panorama 4D Scene Generation. - Ke Xing; Hanwen Liang; Dejia Xu; Yuyang Yin; Konstantinos N. Plataniotis; Yao Zhao 001; Yunchao Wei (CoRR, 2025)