Selected Publications [Google Scholar]

2025

• AssetDropper: Attaining Content Extraction via Diffusion Models with Reward-Driven Optimization
  Lanjiong Li*, Guanhua Zhao*, Lingting Zhu*^#, Zeyu Cai, Lequan Yu, Jian Zhang, Zeyu Wang.
  ACM Special Interest Group on Computer Graphics and Interactive Techniques (SIGGRAPH), 2025.
  

[code]

• MAR-3D: Progressive Masked Auto-regressor for High-Resolution 3D Generation
  Jinnan Chen, Lingting Zhu, Zeyu Hu, Shengju Qian, Yugang Chen, Xin Wang, Gim Hee Lee.
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025.
  

• Improving Foundation Model for Endoscopy Video Analysis via Representation Learning on Long Sequences
  Zhao Wang, Chang Liu, Lingting Zhu, Tongtong Wang, Shaoting Zhang, Qi Dou.
  IEEE Journal of Biomedical and Health Informatics (JBHI), 2025.
  

• Generalizable Human Gaussians from Single-View Image
  Jinnan Chen, Chen Li, Jianfeng Zhang, Lingting Zhu, Buzhen Huang, Hanlin Chen, Gim Hee Lee.
  International Conference on Learning Representations (ICLR), 2025.
  

[code]

• Large Images are Gaussians: High-quality Large Image Representation with Levels of 2D Gaussian Splatting
  Lingting Zhu, Guying Lin, Jinnan Chen, Xinjie Zhang, Zhenchao Jin, Zhao Wang, Lequan Yu.
  Annual AAAI Conference on Artificial Intelligence (AAAI), 2025.
  

[code]

Before 2025

• Unleash the Power of State Space Model for Whole Slide Image with Local Aware Scanning and Importance Resampling
  Yanyan Huang, Weiqin Zhao, Yu Fu, Lingting Zhu, Lequan Yu.
  IEEE Transactions on Medical Imaging (TMI), 2024.
  

[code]

• Multi-sensor Relationship Learning Enables Information Transfer across CT and MRI and Augments Multi-modality Imaging
  Lingting Zhu, Yizheng Chen, Lianli Liu, Lei Xing, Lequan Yu.
  IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024.
  

[code]

• HFGS: 4D Gaussian Splatting with Emphasis on Spatial and Temporal High-Frequency Components for Endoscopic Scene Reconstruction
  Haoyu Zhao, Xingyue Zhao, Lingting Zhu, Weixi Zheng, Yongchao Xu.
  The British Machine Vision Conference (BMVC), 2024.
  

[code]

• EndoGS: Deformable Endoscopic Tissues Reconstruction with Gaussian Splatting
  Lingting Zhu, Zhao Wang, Jiahao Cui, Zhenchao Jin, Guying Lin, Lequan Yu.
  Embodied AI and Robotics for Healthcare workshop of International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI EARTH), 2024.
  

[code]

• IDRNet: Intervention-Driven Relation Network for Semantic Segmentation
  Zhenchao Jin, Xiaowei Hu, Lingting Zhu, Luchuan Song, Li Yuan, Lequan Yu.
  Conference on Neural Information Processing Systems (NeurIPS), 2023.
  

[code]

• Make-A-Volume: Leveraging Latent Diffusion Models for Cross-Modality 3D Brain MRI Synthesis
  Lingting Zhu, Zeyue Xue, Zhenchao Jin, Xian Liu, Jingzhen He, Ziwei Liu, Lequan Yu.
  International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2023.
  

[code]

• Taming Diffusion Models for Audio-Driven Co-Speech Gesture Generation
  Lingting Zhu*, Xian Liu*, Xuanyu Liu, Rui Qian, Ziwei Liu, Lequan Yu.
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023.
  

[code]

* indicates equal contribution; ^# indicates project lead.

Honors & Awards

HKU Presidential PhD Scholar Programme 2021-2025

ISEE Honor Student (5 undergraduates graduates in ZJU ISEE)                               2021

National Scholarship 2019, 2020

Duanlin Que Scholarship 2019

First Class Scholarship for Academic Excellence 2019, 2020

Professional Activities

Conference Reviews: CVPR, NeurIPS, ICLR, ICML, SIGGRAPH, ICCV, ECCV, MICCAI, IJCAI, AAAI, ACMMM

Journal Reviews: TVCG, TMI, JBHI

Teaching Tutors:
Fall 2024-2025	STAT8003 Time Series Forecasting
Spring 2023-2024	STAT4607 Credit Risk Analysis
Fall 2023-2024	STAT3612 Statistical Machine Learning
Spring 2022-2023	STAT4607 Credit Risk Analysis
Fall 2022-2023	STAT3612 Statistical Machine Learning
Spring 2021-2022	APAI3010 Image Processing and Computer Vision
Fall 2021-2022	STAT3618 Derivatives and Risk Management