| CARVIEW |
Yandong Wen
School of Engineering, Department of Artificial Intelligence
Westlake University
About Me
I am currently a tenure-track assistant professor at Westlake University. My research focuses on large language model, vision language model and finetuning techinique.
Before joining Westlake University, a post-doctoral researcher at MPI Tübingen, working with Michael J. Black. I completed my PhD at Carnegie Mellon University, where I was advised by Prof. Rita Singh and Bhiksha Raj. I was a member of MLSP Group. Prior to that, I received my master's and bachelor's degrees from South China University of Technology, advised by Yuli Fu. I have also spent time at Facebook Reality Lab and Shenzhen Institute of Advanced Technology.
Publications
Parameter-Efficient Orthogonal Finetuning via Butterfly Factorization
Weiyang Liu*, Zeju Qiu*, Yao Feng**, Yuliang Xiu**, Yuxuan Xue**, Longhui Yu**, Haiwen Feng, Zhen Liu, Juyeon Heo, Songyou Peng, Yandong Wen, Michael J. Black, Adrian Weller, Bernhard Schölkopf
Preprint 2023
@article{liu2023boft,
author = {Liu, Weiyang and Qiu, Zeju and Feng, Yao and Xiu, Yuliang and Xue, Yuxuan and Yu, Longhui and Feng, Haiwen and Liu, Zhen
and Heo, Juyeon and Peng, Songyou and Wen, Yandong and Black, Michael J. and Weller, Adrian and Sch{\"o}lkopf, Bernhard},
title = {Parameter-Efficient Orthogonal Finetuning via Butterfly Factorization},
journal = {arXiv},
year = {2023}}
Text-Guided Generation and Editing of Compositional 3D Avatars
Hao Zhang, Yao Feng, Peter Kulits, Yandong Wen, Justus Thies, Michael J. Black
3DV 2023
@InProceedings{zhang2023text,
title={Text-Guided Generation and Editing of Compositional},
author={Zhang, Hao and Feng, Yao and Kulits, Peter and Wen, Yandong and Thies, Justus and Black, Michael J.},
booktitle={3DV},
year={2023}}
Rethinking Voice-Face Correlation: A Geometry View
Xiang Li, Yandong Wen, Muqiao Yang, Jinglu Wang, Rita Singh, Bhiksha Raj
ACM MM 2023
@InProceedings{li2023rethinking,
title={Rethinking Voice-Face Correlation: A Geometry View},
author={Li, Xiang and Wen, Yandong and Yang, Muqiao and Wang, Jinglu and Singh, Rita and Raj, Bhiksha},
booktitle={ACMMM},
year={2023}}
The Hidden Dance of Phonemes and Visage: Unveiling the Enigmatic Link between Phonemes and Facial Features
Liao Qu, Xianwei Zou, Xiang Li, Yandong Wen, Rita Singh, Bhiksha Raj
InterSpeech 2023
@InProceedings{qu2023hidden,
title={The Hidden Dance of Phonemes and Visage: Unveiling the Enigmatic Link between Phonemes and Facial Features},
author={Qu, Liao and Zou, Xianwei and Li, Xiang and Wen, Yandong and Singh, Rita and Raj, Bhiksha},
booktitle={InterSpeech},
year={2023}}
Emotional Speech-Driven Animation with Content-Emotion Disentanglement
Radek Daněček, Kiran Chhatre, Shashank Tripathi, Yandong Wen, Michael J. Black, Timo Bolkart
SIGGRAPH Asia 2023
@InProceedings{danvevcek2023emotional,
title={Emotional Speech-Driven Animation with Content-Emotion Disentanglement},
author={Dan{\v{e}}{\v{c}}ek, Radek and Chhatre, Kiran and Tripathi, Shashank
and Wen, Yandong and Black, Michael J. and Bolkart, Timo},
booktitle={Siggraph Asia},
year={2023}}
Pairwise Similarity Learning is SimPLE
Yandong Wen*, Weiyang Liu*, Yao Feng, Bhiksha Raj, Rita Singh, Adrian Weller, Michael J. Black, Bernhard Schölkopf
ICCV 2023
@InProceedings{wen2023simple,
title={Pairwise Similarity Learning is SimPLE},
author={Wen, Yandong and Liu, Weiyang and Feng, Yao and Raj, Bhiksha and Singh, Rita
and Weller, Adrian and Black, Michael and Sch{\"o}lkopf, Bernhard},
booktitle={ICCV},
year={2023}}
Generating Holistic 3D Human Motion from Speech
Hongwei Yi*, Hualin Liang*, Yifei Liu*, Qiong Cao, Yandong Wen, Timo Bolkart, Dacheng Tao, Michael J. Black
CVPR 2023
@InProceedings{yi2023generating,
title={Generating Holistic 3D Human Motion from Speech},
author={Yi, Hongwei and Liang, Hualin and Liu, Yifei and Cao, Qiong and Wen, Yandong
and Bolkart, Timo and Tao, Dacheng and Black, Michael J.},
booktitle={CVPR},
year={2023}}
SphereFace Revived: Unifying Hyperspherical Face Recognition
Weiyang Liu*, Yandong Wen*, Bhiksha Raj, Rita Singh, Adrian Weller
TPAMI 2022
@article{liu2023spherefacer,
title={SphereFace Revived: Unifying Hyperspherical Face Recognition},
author={Liu, Weiyang and Wen, Yandong and Raj, Bhiksha and Singh, Rita and Weller, Adrian},
journal={IEEE Transactions on Pattern Analysis \& Machine Intelligence},
volume={45},
number={02},
pages={2458--2474},
year={2023}}
SphereFace2: Binary Classification is All You Need for Deep Face Recognition
Yandong Wen*, Weiyang Liu*, Adrian Weller, Bhiksha Raj, Rita Singh
ICLR 2022 Spotlight
@InProceedings{wen2021sphereface2,
title={SphereFace2: Binary Classification is All You Need for Deep Face Recognition},
author={Wen, Yandong and Liu, Weiyang and Weller, Adrian and Raj, Bhiksha and Singh, Rita},
booktitle = {ICLR},
year={2021}}
MeshTalk: 3D Face Animation from Speech using Cross-Modality Disentanglement
Alexander Richard, Michael Zollhoefer, Yandong Wen, Fernando de la Torre, Yaser Sheikh
ICCV 2021
@InProceedings{richard2021meshtalk,
title={MeshTalk: 3D Face Animation from Speech using Cross-Modality Disentanglement},
author={Richard, Alexander and Zollh{\"o}fer, Michael and Wen, Yandong and De la Torre, Fernando and Sheikh, Yaser},
booktitle={ICCV},
year={2021}}
Self-Supervised 3D Face Reconstruction via Conditional Estimation
Yandong Wen, Weiyang Liu, Bhiksha Raj, Rita Singh
ICCV 2021
@InProceedings{wen2021self,
title={Self-Supervised 3D Face Reconstruction via Conditional Estimation},
author={Wen, Yandong and Liu, Weiyang and Raj, Bhiksha and Singh, Rita},
booktitle={ICCV},
year={2021}}
A Comprehensive Study on Center Loss for Deep Face Recognition
Yandong Wen*, Kaipeng Zhang*, Zhifeng Li, Yu Qiao
IJCV 2019
@article{wen2019comprehensive,
title={A Comprehensive Study on Center Loss for Deep Face Recognition},
author={Wen, Yandong and Zhang, Kaipeng and Li, Zhifeng and Qiao, Yu},
journal={International Journal of Computer Vision},
volume={127},
pages={668--683},
year={2019}}
Face Reconstruction from Voice using Generative Adversarial Networks
Yandong Wen, Rita Singh, and Bhiksha Raj
NeurIPS 2019
@InProceedings{wen2019face,
title={Face Reconstruction from Voice using Generative Adversarial Networks},
author={Wen, Yandong and Raj, Bhiksha and Singh, Rita},
booktitle={NeurIPS},
year={2019}}
Disjoint Mapping Network for Cross-modal Matching of Voices and Faces
Yandong Wen, Mahmoud Alismail, Weiyang Liu, Bhiksha Raj, Rita Singh
ICLR 2019
@InProceedings{wen2018disjoint,
title={Disjoint Mapping Network for Cross-modal Matching of Voices and Faces},
author={Wen, Yandong and Alismail, Mahmoud and Liu, Weiyang and Raj, Bhiksha and Singh, Rita},
booktitle={ICLR},
year={2019}}
A Corrective Learning Approach for Text-Independent Speaker Verification
Yandong Wen, Tianyan Zhou; Rita Singh; Bhiksha Raj
ICASSP 2019
@InProceedings{wen2018corrective,
title={A Corrective Learning Approach for Text-Independent Speaker Verification},
author={Wen, Yandong and Zhou, Tianyan and Singh, Rita and Raj, Bhiksha},
booktitle={ICASSP},
year={2018}}
Range Loss for Deep Face Recognition with Long-tailed Training Data
Xiao Zhang, Zhiyuan Fang, Yandong Wen, Zhifeng Li, Yu Qiao
ICCV 2017
@InProceedings{zhang2017range,
title = {Range loss for deep face recognition with long-tailed training data},
author = {Zhang, Xiao and Fang, Zhiyuan and Wen, Yandong and Li, Zhifeng and Qiao, Yu},
booktitle = {ICCV},
year = {2017}}
SphereFace: Deep Hypersphere Embedding for Face Recognition
Weiyang Liu, Yandong Wen, Zhiding Yu, Ming Li, Bhiksha Raj, Le Song
CVPR 2017 Paper Digest Most Influential Paper
@InProceedings{liu2017sphereface,
title = {SphereFace: Deep Hypersphere Embedding for Face Recognition},
author = {Liu, Weiyang and Wen, Yandong and Yu, Zhiding and Li, Ming and Raj, Bhiksha and Song, Le},
booktitle = {CVPR},
year = {2017}}
A Discriminative Deep Feature Learning Approach for Face Recognition
Yandong Wen, Kaipeng Zhang, Zhifeng Li and Yu Qiao
ECCV 2016
@inproceedings{wen2016discriminative,
title={A Discriminative Deep Feature Learning Approach for Face Recognition},
author={Wen, Yandong and Zhang, Kaipeng and Li, Zhifeng and Qiao, Yu},
booktitle={ECCV},
year={2016}}
Large-Margin Softmax Loss for Convolutional Neural Networks
Weiyang Liu*, Yandong Wen*, Zhiding Yu, Meng Yang
ICML 2016
@inproceedings{liu2016large,
title={Large-Margin Softmax Loss for Convolutional Neural Networks},
author={Liu, Weiyang and Wen, Yandong and Yu, Zhiding and Yang, Meng},
booktitle={ICML},
year={2016}}
Latent Factor Guided Convolutional Neural Networks for Age-Invariant Face Recognition
Yandong Wen, Zhifeng Li and Yu Qiao
CVPR 2016
@inproceedings{wen2016latent,
title={Latent Factor Guided Convolutional Neural Networks for Age-Invariant Face Recognition},
author={Wen, Yandong and Li, Zhifeng and Qiao, Yu},
booktitle={CVPR},
year={2016}}