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Lutao Jiang

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


About Me

I am a Ph.D. candidate at the Envision Lab, Artificial Intelligence Thrust, HKUST (GZ), advised by Prof. Ying-Cong Chen and Prof. Xuming Hu. Currently, I’m a Research Intern at Tencent. Previously, 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. ICLR
    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**
    The Fourteenth International Conference on Learning Representations, 2026
    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. 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

  7. NeurIPS
    ST2360D: Spatial-to-Temporal Consistency for Training-free 360 Monocular Depth Estimation
    Zidong Cao, Jinjing Zhu, Hao Ai, Lutao Jiang, Yunahuiyi Lv, Hui Xiong**
    Advances in Neural Information Processing Systems, 2025

  8. 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

  9. NeurIPS
    EVDiffuser: Event-Guided Consistent Video Reconstruction with Modality-Agnostic Diffusion Framework
    Kanghao Chen*, Zixin Zhang*, Guoqiang Liang, Lutao Jiang, Zeyu Wang, Ying-Cong Chen**
    Advances in Neural Information Processing Systems, 2025

  10. AAAI
    T-Rex-Omni: Integrating Negative Visual Prompt in Generic Object Detection
    Jiazhou Zhou, Qing Jiang, Kanghao Chen, Lutao Jiang, Yuanhuiyi Lyu, Ying-Cong Chen, Lei Zhang**
    The 40th Annual AAAI Conference on Artificial Intelligence, 2026

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

  12. 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

  13. 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: ICLR/CVPR/ICCV/ECCV/ACM MM/AAAI


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