Research internship positions: if you are interested in large 3D or video generative models, please drop me an email.

V3D: Video Diffusion Models are Effective 3D Generators Zilong Chen, Yikai Wang#, Feng Wang, Zhengyi Wang, Huaping Liu Preprint, 2024 [arxiv] [webpage] [code] [bibtex]
AnimatableDreamer: Text-Guided Non-rigid 3D Model Generation and Reconstruction with Canonical Score Distillation Xinzhou Wang, Yikai Wang#, Junliang Ye, Zhengyi Wang, Fuchun Sun, Pengkun Liu, Ling Wang, et al Preprint, 2024 [arxiv] [webpage] [bibtex]
CRM: Single Image to 3D Textured Mesh with Convolutional Reconstruction Model Zhengyi Wang, Yikai Wang, Yifei Chen, Chendong Xiang, Shuo Chen, Dajiang Yu, Chongxuan Li, Hang Su, Jun Zhu Preprint, 2024 [arxiv] [webpage] [bibtex]
Equivariant Local Reference Frames for Unsupervised Non-rigid Point Cloud Shape Correspondence Ling Wang, Runfa Chen, Yikai Wang#, Fuchun Sun, Xinzhou Wang, Sun Kai, Guangyuan Fu, Jianwei Zhang, Wenbing Huang Preprint, 2024 [arxiv] [bibtex]
Isotropic3D: Image-to-3D Generation Based on a Single CLIP Embedding Pengkun Liu, Yikai Wang#, Fuchun Sun, Jiafang Li, Hang Xiao, Hongxiang Xue, Xinzhou Wang Preprint, 2024 [arxiv] [webpage] [code] [bibtex]
FlexiDreamer: Single Image-to-3D Generation with FlexiCubes Ruowen Zhao, Zhengyi Wang, Yikai Wang, Zihan Zhou, Jun Zhu Preprint, 2024 [arxiv] [webpage] [bibtex]
DreamReward: Aligning Human Preference in Text-to-3D Generation Junliang Ye, Fangfu Liu, Qixiu Li, Zhengyi Wang, Yikai Wang, Xinzhou Wang, Yueqi Duan, Jun Zhu Preprint, 2024 [arxiv] [webpage] [code] [bibtex]
Text-to-3D using Gaussian Splatting Zilong Chen, Feng Wang, Yikai Wang, Huaping Liu IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024 [arxiv] [webpage] [code] [bibtex]
Small Scale Data-Free Knowledge Distillation He Liu*, Yikai Wang*, Huaping Liu, Fuchun Sun, Anbang Yao IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
GaussianEditor: Swift and Controllable 3D Editing with Gaussian Splatting Yiwen Chen, Zilong Chen, Chi Zhang, Feng Wang, Xiaofeng Yang, Yikai Wang, et al IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024 [paper] [arxiv] [webpage] [code] [bibtex]
InstructPix2NeRF: Instructed 3D Portrait Editing from a Single Image Jianhui Li, Shilong Liu, Zidong Liu, Yikai Wang, Kaiwen Zheng, Jinghui Xu, Jianmin Li, Jun Zhu International Conference on Learning Representations (ICLR), 2024 [paper] [arxiv] [code] [bibtex]
ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation Zhengyi Wang, Cheng Lu, Yikai Wang, Fan Bao, Chongxuan Li, Hang Su, Jun Zhu Advances in Neural Information Processing Systems (NeurIPS), Spotlight, 2023 [paper] [arxiv] [webpage] [code] [bibtex]
Root Pose Decomposition Towards Generic Non-rigid 3D Reconstruction with Monocular Videos Yikai Wang, Yinpeng Dong, Fuchun Sun, Xiao Yang International Conference on Computer Vision (ICCV), 2023 [paper] [arxiv] [bibtex]
Compacting Binary Neural Networks by Sparse Kernel Selection Yikai Wang, Wenbing Huang, Yinpeng Dong, Fuchun Sun, Anbang Yao IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023 [paper] [arxiv] [slides] [bibtex]
Towards Effective Adversarial Textured 3D Meshes on Physical Face Recognition Xiao Yang, Chang Liu, Longlong Xu, Yikai Wang, Yinpeng Dong, et al IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Highlight, 2023 [paper] [arxiv] [code] [bibtex]
Benchmarking Robustness of 3D Object Detection to Common Corruptions in Autonomous Driving Yinpeng Dong, Caixin Kang, Jinlai Zhang, Zijian Zhu, Yikai Wang, Xiao Yang, et al IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023 [paper] [arxiv] [code] [slides] [bibtex]
Channel Exchanging Networks for Multimodal and Multitask Dense Image Prediction Yikai Wang, Fuchun Sun, Wenbing Huang, Fengxiang He, Dacheng Tao IEEE Transaction on Pattern Analysis and Machine Intelligence (TPAMI), 2023 [paper] [arxiv] [code] [slides] [bibtex]
Multimodal Token Fusion for Vision Transformers Yikai Wang, Xinghao Chen, Lele Cao, Wenbing Huang, Fuchun Sun, Yunhe Wang IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022 [paper] [arxiv] [code] [slides] [bibtex]
Bridged Transformer for Vision and Point Cloud 3D Object Detection Yikai Wang, Tengqi Ye, Lele Cao, Wenbing Huang, Fuchun Sun, Fengxiang He, Dacheng Tao IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022 [paper] [arxiv] [slides] [bibtex]
Sound Adversarial Audio-visual Navigation Yinfeng Yu, Wenbing Huang, Fuchun Sun, Changan Chen, Yikai Wang, Xiaolong Liu International Conference on Learning Representations (ICLR), 2022 [paper] [arxiv] [code] [slides] [bibtex]
Fine-grained Multi-level Fusion for Anti-occlusion Monocular 3D Object Detection He Liu, Huaping Liu, Yikai Wang, Fuchun Sun, Wenbing Huang IEEE Transactions on Image Processing (TIP), 2022 [paper] [bibtex]
Sub-bit Neural Networks: Learning to Compress and Accelerate Binary Neural Networks Yikai Wang, Yi Yang, Fuchun Sun, Anbang Yao International Conference on Computer Vision (ICCV), 2021 [paper] [arxiv] [code] [slides] [bibtex]
Elastic Tactile Simulation Towards Tactile-visual Perception Yikai Wang, Wenbing Huang, Bin Fang, Fuchun Sun, Chang Li ACM International Conference on Multimedia (MM), Oral, 2021 [paper] [arxiv] [code] [slides] [bibtex]
Deep Multimodal Fusion by Channel Exchanging Yikai Wang, Wenbing Huang, Fuchun Sun, Tingyang Xu, Yu Rong, Junzhou Huang Advances in Neural Information Processing Systems (NeurIPS), 2020 [paper] [arxiv] [code] [slides] [bibtex]
Resolution Switchable Networks for Runtime Efficient Image Recognition Yikai Wang, Fuchun Sun, Duo Li, Anbang Yao European Conference on Computer Vision (ECCV), 2020 [paper] [arxiv] [code] [slides] [bibtex]
Learning Deep Multimodal Feature Representation with Asymmetric Multi-layer Fusion Yikai Wang, Fuchun Sun, Ming Lu, Anbang Yao ACM International Conference on Multimedia (MM), 2020 [paper] [arxiv] [code] [slides] [bibtex]
Regularized Adversarial Sampling and Deep Time-aware Attention for Click-through Rate Prediction Yikai Wang*, Liang Zhang*, Quanyu Dai, Fuchun Sun, et al ACM International Conference on Information and Knowledge Management (CIKM), 2020 [paper] [arxiv] [slides] [bibtex]