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Lutao Jiang

Ph.D. Student
Hong Kong University of Science and Technology (Guangzhou)
jianglutao98@gmail.com


About Me

I am a second-year Ph.D. student at HKUST(GZ) supervised by Prof. Ying-Cong Chen and Prof. Xuming Hu. Before that, I’m a master student at Institute of Software Chinese Academy of Sciences (ISCAS) and the University of Chinese Academy of Sciences (UCAS). In 2021, I obtained the Bacheler’s degree of Computer Science in China University of Geosciences (CUG). My recent research interests include Generative Artificial Intelligence and 3D Computer Vision.

Research Interests

Publications

  1. Arxiv
    DiMeR: Disentangled Mesh Reconstruction Model
    Lutao Jiang*, Jiantao Lin*, Kanghao Chen*, Wenhang Ge*, Xin Yang, Yifan Jiang, Yuanhuiyi Lyu, Xu Zheng, Yinchuan Li, Ying-Cong Chen**
    Arxiv, 2504
    PDF Project Page

  2. Arxiv
    BrightDreamer: Generic 3D Gaussian Generative Framework for Fast Text-to-3D Synthesis
    Lutao Jiang, Xu Zheng, Yuanhuiyi Lyu, Jiazhou Zhou, Lin Wang
    Arxiv, 2403
    PDF Project Page

  3. ACM MM
    A General Framework to Boost 3D GS Initialization for Text-to-3D Generation by Lexical Richness
    Lutao Jiang*, Hangyu Li*, Lin Wang**
    ACM Multimedia, 2024
    PDF Project Page

  4. IJCV
    Pidray: A large-scale x-ray benchmark for real-world prohibited item detection
    Libo Zhang*, Lutao Jiang*, Ruyi Ji**, Heng Fan
    International Journal of Computer Vision, 2023
    PDF Project Page

  5. ICCV
    Sat2City: 3D City Generation from A Single Satellite Image with Cascaded Latent Diffusion
    Tongyan Hua, Lutao Jiang, Ying-Cong Chen, Wufan Zhao**
    International Conference on Computer Vision, 2025
    PDF Project Page

  6. ICCV
    Reducing Unimodal Bias in Multi-Modal Semantic Segmentation with Multi-Scale Functional Entropy Regularization
    Xu Zheng, Yuanhuiyi Lyu, Lutao Jiang, Danda Pani Paudel, Luc Van Gool, Xuming Hu**
    International Conference on Computer Vision, 2025
    PDF

  7. ICML
    RealRAG: Retrieval-augmented Realistic Image Generation via Self-reflective Contrastive Learning
    Yuanhuiyi Lyu, Xu Zheng, Lutao Jiang, Yibo Yan, Xin Zou, Huiyu Zhou, Linfeng Zhang, Xuming Hu
    International Conference on Machine Learning, 2025
    PDF

  8. Arxiv
    MLLMs are Deeply Affected by Modality Bias
    Xu Zheng*, Chenfei Liao*, Yuqian Fu, Kaiyu Lei, Yuanhuiyi Lyu, Lutao Jiang, Bin Ren, Jialei Chen, Jiawen Wang, Chengxin Li, Linfeng Zhang, Danda Pani Paudel, Xuanjing Huang, Yu-Gang Jiang, Nicu Sebe, Dacheng Tao, Luc Van Gool, Xuming Hu**
    Arxiv, 2505
    PDF

  9. Arxiv
    Retrieval Augmented Generation and Understanding in Vision: A Survey and New Outlook
    Xu Zheng*, Ziqiao Weng*, Yuanhuiyi Lyu, Lutao Jiang, Haiwei Xue, Bin Ren, Danda Paudel, Nicu Sebe, Luc Van Gool, Xuming Hu**
    Arxiv, 2503
    PDF Project Page

  10. Arxiv
    MAGIC++: Efficient and Resilient Modality-Agnostic Semantic Segmentation via Hierarchical Modality Selection
    Xu Zheng, Yuanhuiyi Lyu, Lutao Jiang, Jiazhou Zhou, Lin Wang**, Xuming Hu**
    Arxiv, 2412
    PDF

  11. Arxiv
    Learning Robust Anymodal Segmentor with Unimodal and Cross-modal Distillation
    Xu Zheng, Haiwei Xue, Jialei Chen, Yibo Yan, Lutao Jiang, Yuanhuiyi Lyu, Kailun Yang, Linfeng Zhang, Xuming Hu**
    Arxiv, 2411
    PDF

  12. Arxiv
    G-NeLF: Memory-and Data-Efficient Hybrid Neural Light Field for Novel View Synthesis
    Lutao Jiang, Lin Wang**
    Arxiv, 2409
    PDF Project Page

  13. Arxiv
    Componerf: Text-guided multi-object compositional nerf with editable 3d scene layout
    Haotian Bai, Yuanhuiyi Lyu, Lutao Jiang, Sijia Li, Haonan Lu, Xiaodong Lin, Lin Wang**
    Arxiv, 2309
    PDF Project Page

  14. Arxiv
    Sdf-3dgan: A 3d object generative method based on implicit signed distance function
    Lutao Jiang, Ruyi Ji, Libo Zhang**
    Arxiv, 2303
    PDF

Teaching

Services

Conference Reviewers


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