@inproceedings{luo2024pace,title={PaCE: Parsimonious Concept Engineering for Large Language Models},author={Luo*, Jinqi and Ding*, Tianjiao and Chan, Kwan Ho Ryan and Thaker, Darshan and Chattopadhyay, Aditya and Callison-Burch, Chris and Vidal, Ren{\'e}},booktitle={arXiv preprint arXiv:2406.04331},year={2024},}
Image Clustering via the Principle of Rate Reduction in the Age of Pretrained Models
@inproceedings{chu2024image,title={Image Clustering via the Principle of Rate Reduction in the Age of Pretrained Models},author={Chu*, Tianzhe and Tong*, Shengbang and Ding*, Tianjiao and Dai, Xili and Haeffele, Benjamin D. and Vidal, Ren{\'e} and Ma, Yi},booktitle={International Conference on Learning Representations},year={2024},}
@inproceedings{ding2023hard,title={HARD: Hyperplane ARrangement Descent},author={Ding*, Tianjiao and Peng*, Liangzu and Vidal, Ren{\'e}},booktitle={Conference on Parsimony and Learning},year={2024},}
@inproceedings{ding2023unsupervised,title={Unsupervised Manifold Linearizing and Clustering},author={Ding, Tianjiao and Tong, Shengbang and Chan, Kwan Ho Ryan and Dai, Xili and Ma, Yi and Haeffele, Benjamin D.},booktitle={International Conference on Computer Vision},year={2023},}
@inproceedings{ding2022understanding,title={Understanding Doubly Stochastic Clustering},author={Ding, Tianjiao and Lim, Derek and Vidal, Ren{\'e} and Haeffele, Benjamin D.},booktitle={International Conference on Machine Learning},year={2022},}
Efficient Maximal Coding Rate Reduction by Variational Forms
@inproceedings{baek2022efficient,title={Efficient Maximal Coding Rate Reduction by Variational Forms},author={Baek, Christina and Wu, Ziyang and Chan, Kwan Ho Ryan and Ding, Tianjiao and Ma, Yi and Haeffele, Benjamin D.},booktitle={IEEE Conference on Computer Vision and Pattern Recognition},year={2022}}
2020
Robust Homography Estimation via Dual Principal Component Pursuit
@inproceedings{ding2020robust,title={Robust Homography Estimation via Dual Principal Component Pursuit},author={Ding, Tianjiao and Yang, Yunchen and Zhu, Zhihui and Robinson, Daniel P. and Vidal, Ren{\'e} and Kneip, Laurent and Tsakiris, Manolis C.},booktitle={IEEE Conference on Computer Vision and Pattern Recognition},pages={6080--6089},year={2020},}
@inproceedings{ding2019noisy,title={Noisy Dual Principal Component Pursuit},author={Ding, Tianyu and Zhu, Zhihui and Ding, Tianjiao and Yang, Yunchen and Robinson, Daniel P. and Tsakiris, Manolis C. and Vidal, Ren{\'e}},booktitle={International Conference on Machine Learning},pages={1617--1625},year={2019},}
2018
Learning to Parse Wireframes in Images of Man-Made Environments
@inproceedings{huang2018learning,title={Learning to Parse Wireframes in Images of Man-Made Environments},author={Huang, Kun and Wang, Yifan and Zhou, Zihan and Ding, Tianjiao and Gao, Shenghua and Ma, Yi},booktitle={IEEE Conference on Computer Vision and Pattern Recognition},pages={626--635},year={2018},}