Xian Liu

Ph.D. Candidate
Department of Information Engineering
The Chinese University of Hong Kong

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Full Publications [ Home ] (* indicates equal contribution)

Selected  /  All by Year  /  Image Generation  /  Video Generation  /  3D Generation  /  4D Generation
TC4D: Trajectory-Conditioned Text-to-4D Generation
Sherwin Bahmani*, Xian Liu*, Yifan Wang*, Ivan Skorokhodov, Victor Rong, Ziwei Liu, Xihui Liu, Jeong Joon Park, Sergey Tulyakov, Gordon Wetzstein, Andrea Tagliasacchi, David B. Lindell.
European Conference on Computer Vision (ECCV), 2024.
BrushNet: A Plug-and-Play Image Inpainting Model with Decomposed Dual-Branch Diffusion
Xuan Ju, Xian Liu, Xintao Wang, Yuxuan Bian, Ying Shan, Qiang Xu.
European Conference on Computer Vision (ECCV), 2024.
E2GAN: Efficient Training of Efficient GANs for Image-to-Image Translation
Yifan Gong, Zheng Zhan, Qing Jin, Yanyu Li, Yerlan Idelbayev, Xian Liu, Andrey Zharkov, Kfir Aberman, Sergey Tulyakov, Yanzhi Wang, Jian Ren.
International Conference on Machine Learning (ICML), 2024.
HumanGaussian: Text-Driven 3D Human Generation with Gaussian Splatting
Xian Liu, Xiaohang Zhan, Jiaxiang Tang, Ying Shan, Gang Zeng, Dahua Lin, Xihui Liu, Ziwei Liu.
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024. (Highlight, Top 2.8%)
TextCraftor: Your Text Encoder Can be Image Quality Controller
Yanyu Li, Xian Liu, Anil Kag, Ju Hu, Yerlan Idelbayev, Dhritiman Sagar, Yanzhi Wang, Sergey Tulyakov, Jian Ren.
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
HyperHuman: Hyper-Realistic Human Generation with Latent Structural Diffusion
Xian Liu, Jian Ren, Aliaksandr Siarohin, Ivan Skorokhodov, Yanyu Li, Dahua Lin, Xihui Liu, Ziwei Liu, Sergey Tulyakov.
International Conference on Learning Representations (ICLR), 2024. (Review Score 6, 6, 8, 10)
Semantics Meets Temporal Correspondence: Self-supervised Object-centric Learning in Videos
Rui Qian, Shuangrui Ding, Xian Liu, Dahua Lin.
International Conference on Computer Vision (ICCV), 2023.
Make-A-Volume: Leveraging Latent Diffusion Models for Cross-Modality 3D Brain MRI Synthesis
Lingting Zhu, Zeyue Xue, Zhenchao Jin, Xian Liu, Jingzhen He, Xuanyu Liu, Ziwei Liu, Lequan Yu.
Medical Image Computing and Computer Assisted Intervention (MICCAI), 2023.
Taming Diffusion Models for Audio-Driven Co-Speech Gesture Generation
Xian Liu*, Lingting Zhu*, Xuanyu Liu, Rui Qian, Ziwei Liu, Lequan Yu.
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023.
MonoHuman: Animatable Human Neural Field from Monocular Video
Zhengming Yu, Wei Cheng, Xian Liu, Wayne Wu, Kwan-Yee Lin.
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023.
ChemSpacE: Interpretable and Interactive Chemical Space Exploration
Yuanqi Du, Xian Liu, Shengchao Liu, Jieyu Zhang, Bolei Zhou.
Transactions on Machine Learning Research (TMLR), 2023.
Audio-Driven Co-Speech Gesture Video Generation
Xian Liu, Qianyi Wu, Hang Zhou, Yuanqi Du, Wayne Wu, Dahua Lin, Ziwei Liu.
Advances in Neural Information Processing Systems (NeurIPS), 2022. (Spotlight Presentation, Top 5%)
Semantic-Aware Implicit Neural Audio-Driven Video Portrait Generation
Xian Liu, Yinghao Xu, Qianyi Wu, Hang Zhou, Wayne Wu, Bolei Zhou.
European Conference on Computer Vision (ECCV), 2022. (Oral Presentation, Top 2.7%)
ChemSpacE: Toward Steerable and Interpretable Chemical Space Exploration
Yuanqi Du, Xian Liu, Shengchao Liu, Jieyu Zhang, Bolei Zhou.
International Conference on Learning Representations (ICLR) Workshop, 2022.
Also appears at ELLIS 2021 MLMD Workshop. (Oral Presentation, Top 5%)
Object-Compositional Neural Implicit Surfaces
Qianyi Wu, Xian Liu, Yuedong Chen, Kejie Li, Chuanxia Zheng, Jianfei Cai, Jianmin Zheng.
European Conference on Computer Vision (ECCV), 2022.
Static and Dynamic Concepts for Self-supervised Video Representation Learning
Rui Qian, Shuangrui Ding, Xian Liu, Dahua Lin.
European Conference on Computer Vision (ECCV), 2022.
Learning Hierarchical Cross-Modal Association for Co-Speech Gesture Generation
Xian Liu, Qianyi Wu, Hang Zhou, Yinghao Xu, Rui Qian, Xinyi Lin, Xiaowei Zhou, Wayne Wu, Bo Dai, Bolei Zhou.
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022.
Also appears at CVPR 2022 Sight and Sound Workshop. [5-min Invited Talk] (link)
Visual Sound Localization in the Wild by Cross-Modal Interference Erasing
Xian Liu*, Rui Qian*, Hang Zhou*, Di Hu, Weiyao Lin, Ziwei Liu, Bolei Zhou, Xiaowei Zhou.
AAAI Conference on Artificial Intelligence (AAAI), 2022.
Enhancing Self-supervised Video Representation Learning via Multi-level Feature Optimization
Rui Qian, Yuxi Li, Huabin Liu, John See, Shuangrui Ding, Xian Liu, Dian Li, Weiyao Lin.
International Conference on Computer Vision (ICCV), 2021.
Motion Capture from Internet Videos
Junting Dong, Qing Shuai, Yuanqing Zhang, Xian Liu, Xiaowei Zhou, Hujun Bao.
European Conference on Computer Vision (ECCV), 2020. (Oral Presentation, Top 2%)