publications

publications in reversed chronological order. generated by jekyll-scholar.

2025

  1. sifferman2025recovering.png
    Recovering Parametric Scenes from Very Few Time-of-Flight Pixels
    Carter Sifferman, Yiquan Li , Yiming Li , Fangzhou Mu, Michael Gleicher, Mohit Gupta , and Yin Li
    In International Conference on Computer Vision (ICCV) , 2025
    PDF Website
  2. wang20254d.png
    Towards 4D Human Video Stylization
    Tiantian Wang , Xinxin Zuo , Fangzhou Mu, Jian Wang , and Ming-Hsuan Yang
    Computer Vision and Image Understanding, 2025
    PDF
  3. zhu2025towards.png
    Towards Video-based Injury Risk Assessment: Predicting Lifting Loads from Body Pose Trajectories
    Zihao Zhu , Fangzhou Mu, Robert Radwin , and Yin Li
    Machine Vision and Applications, 2025
    PDF

2024

  1. li2024political.png
    Political-LLM: Large Language Models in Political Science
    Lincan Li , Jiaqi Li , Catherine Chen, Fred Gui , Hongjia Yang , Chenxiao Yu , Zhengguang Wang, Jianing Cai , Junlong Aaron Zhou , Bolin Shen , Alex Qian , Weixin Chen , Zhongkai Xue , Lichao Sun, Lifang He , Hanjie Chen, Kaize Ding, Zijian Du , Fangzhou Mu, and  others
    arXiv:2412.06864, 2024
    PDF Website
  2. lin2024ctrlx.jpg
    Ctrl-X: Controlling Structure and Appearance for Text-To-Image Generation Without Guidance
    Kuan Heng Lin, Sicheng Mo, Ben Klingher, Fangzhou Mu, and Bolei Zhou
    In Advances in Neural Information Processing Systems (NeurIPS) , 2024
    PDF Code Website
  3. dou2024sensorless.jpg
    Sensorless End-to-End Freehand Three-dimensional Ultrasound Reconstruction with Physics Guided Deep Learning
    Yimeng Dou, Fangzhou Mu , Yin Li, and Tomy Varghese
    IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 2024
    PDF
  4. mu2024towards.png
    Towards 3D Vision with Low-Cost Single-Photon Cameras
    Fangzhou Mu*, Carter Sifferman*, Sacha Jungerman, Yiquan Li, Zhiyue Han , Michael Gleicher, Mohit Gupta , and Yin Li
    In Computer Vision and Pattern Recognition (CVPR) , 2024
    PDF Code Website
  5. mu2024snag.png
    SnAG: Scalable and Accurate Video Grounding
    Fangzhou Mu*, Sicheng Mo* , and Yin Li
    In Computer Vision and Pattern Recognition (CVPR) , 2024
    PDF Code
  6. mo2024freecontrol.png
    FreeControl: Training-Free Spatial Control of Any Text-to-Image Diffusion Model with Any Condition
    Sicheng Mo*, Fangzhou Mu*, Kuan Heng Lin , Yanli Liu, Bochen Guan , Yin Li, and Bolei Zhou
    In Computer Vision and Pattern Recognition (CVPR) , 2024
    PDF Code Website
  7. xu2024towards.png
    Towards Few-Shot Adaptation of Foundation Models via Multitask Finetuning
    Zhuoyan Xu, Zhenmei Shi, Junyi Wei , Fangzhou Mu , Yin Li, and Yingyu Liang
    In International Conference on Learning Representations (ICLR) , 2024
    PDF Code

2023

  1. dou2023sensorless.png
    Sensorless End-to-End Freehand Ultrasound with Physics Inspired Network
    Yimeng Dou, Fangzhou Mu , Yin Li, and Tomy Varghese
    In International Ultrasonics Symposium (IUS) , 2023
    PDF
  2. gutierrez2023learned.png
    Learned Compressive Representations for Single-Photon 3D Imaging
    Felipe Gutierrez-Barragan, Fangzhou Mu, Andrei Ardelean, Atul Ingle, Claudio Bruschini, Edoardo Charbon , Yin Li, Mohit Gupta, and Andreas Velten
    In International Conference on Computer Vision (ICCV) , 2023
    PDF Code
  3. li2023gligen.png
    GLIGEN: Open-Set Grounded Text-to-Image Generation
    Yuheng Li, Haotian Liu, Qingyang Wu, Fangzhou Mu, Jianwei Yang, Jianfeng Gao , Chunyuan Li , and Yong Jae Lee
    In Computer Vision and Pattern Recognition (CVPR) , 2023
    PDF Code Website

2022

  1. mu2022physics.png
    Physics to the Rescue: Deep Non-Line-of-Sight Reconstruction for High-Speed Imaging
    Fangzhou Mu, Sicheng Mo, Jiayong Peng , Xiaochun Liu, Ji Hyun Nam, Siddeshwar Raghavan, Andreas Velten , and Yin Li
    IEEE Transactions on Pattern Analysis and Machine Intelligence / International Conference on Computational Photography (ICCP), 2022
    PDF Code Website
  2. magnano2022approachable.png
    An Approachable, Flexible and Practical Machine Learning Workshop for Biologists
    Chris S Magnano , Fangzhou Mu , Rosemary S Russ , Milica Cvetkovic , Debora Treu , and Anthony Gitter
    Bioinformatics, 2022
    PDF Code Website
  3. mu20223d.png
    3D Photo Stylization: Learning to Generate Stylized Novel Views from A Single Image
    Fangzhou Mu, Jian Wang† , Yicheng Wu† , and Yin Li†
    In Computer Vision and Pattern Recognition (CVPR) Oral , 2022
    PDF Code Website
  4. xu2022smartadapt.png
    SmartAdapt: Multi-Branch Object Detection Framework for Videos on Mobiles
    Ran Xu, Fangzhou Mu, Jayoung Lee, Preeti Mukherjee, Somali Chaterji, Saurabh Bagchi , and Yin Li
    In Computer Vision and Pattern Recognition (CVPR) , 2022
    PDF Website

2020

  1. li2020towards.png
    Towards Video-based Automatic Lifting Load Prediction
    Yin Li, Runyu L Greene , Fangzhou Mu, Yu Hen Hu, and Robert Radwin
    In Human Factors and Ergonomics Society Annual Meeting (HFES) , 2020
    PDF
  2. mu2020gradients.png
    Gradients as Features for Deep Representation Learning
    Fangzhou Mu, Yingyu Liang , and Yin Li
    In International Conference on Learning Representations (ICLR) , 2020
    PDF Code Website

2018

  1. liang2018modeling.png
    Modeling Analysis of Potential Target of Dolastatin 16 by Computational Virtual Screening
    Tingting Liang , Qi Zhao , Shan He , Fangzhou Mu, Wei Deng , and Bingnan Han
    Chemical and Pharmaceutical Bulletin, 2018
    PDF

2017

  1. umans2017cns.jpg
    CNS Angiogenesis and Barriergenesis Occur Simultaneously
    Robyn A Umans , Hannah E Henson , Fangzhou Mu, Chaithanyarani Parupalli , Bensheng Ju , Jennifer L Peters , Kevin A Lanham , Jessica S Plavicki , and Michael R Taylor
    Developmental Biology, 2017
    PDF