I am currently a post-doctoral researcher at MPI Tübingen, working with Michael J. Black. My research focuses on understanding the human face and voice, including aspects such as recognition, reconstruction, and generation. Specifically, I have worked on face and speaker recognition, cross-modal recognition, as well as face and cross-modal reconstruction and generation.
Before joining MPI-IS, 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.
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
Text-Guided Generation and Editing of Compositional 3D Avatars
Hao Zhang, Yao Feng, Peter Kulits, Yandong Wen, Justus Thies, Michael J. Black
3DV 2023
Rethinking Voice-Face Correlation: A Geometry View
Xiang Li, Yandong Wen, Muqiao Yang, Jinglu Wang, Rita Singh, Bhiksha Raj
ACM MM 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
Pairwise Similarity Learning is SimPLE
Yandong Wen*, Weiyang Liu*, Yao Feng, Bhiksha Raj, Rita Singh, Adrian Weller, Michael J. Black, Bernhard Schölkopf
ICCV 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
SphereFace Revived: Unifying Hyperspherical Face Recognition
Weiyang Liu*, Yandong Wen*, Bhiksha Raj, Rita Singh, Adrian Weller
TPAMI 2022
SphereFace2: Binary Classification is All You Need for Deep Face Recognition
Yandong Wen*, Weiyang Liu*, Adrian Weller, Bhiksha Raj, Rita Singh
ICLR 2022 Spotlight
MeshTalk: 3D Face Animation from Speech using Cross-Modality Disentanglement
Alexander Richard, Michael Zollhoefer, Yandong Wen, Fernando de la Torre, Yaser Sheikh
ICCV 2021
Self-Supervised 3D Face Reconstruction via Conditional Estimation
Yandong Wen, Weiyang Liu, Bhiksha Raj, Rita Singh
ICCV 2021
A Comprehensive Study on Center Loss for Deep Face Recognition
Yandong Wen*, Kaipeng Zhang*, Zhifeng Li, Yu Qiao
IJCV 2019
Face Reconstruction from Voice using Generative Adversarial Networks
Yandong Wen, Rita Singh, and Bhiksha Raj
NeurIPS 2019
Disjoint Mapping Network for Cross-modal Matching of Voices and Faces
Yandong Wen, Mahmoud Alismail, Weiyang Liu, Bhiksha Raj, Rita Singh
ICLR 2019
A Corrective Learning Approach for Text-Independent Speaker Verification
Yandong Wen, Tianyan Zhou; Rita Singh; Bhiksha Raj
ICASSP 2019
Range Loss for Deep Face Recognition with Long-tailed Training Data
Xiao Zhang, Zhiyuan Fang, Yandong Wen, Zhifeng Li, Yu Qiao
ICCV 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
A Discriminative Deep Feature Learning Approach for Face Recognition
Yandong Wen, Kaipeng Zhang, Zhifeng Li and Yu Qiao
ECCV 2016
Large-Margin Softmax Loss for Convolutional Neural Networks
Weiyang Liu*, Yandong Wen*, Zhiding Yu, Meng Yang
ICML 2016
Latent Factor Guided Convolutional Neural Networks for Age-Invariant Face Recognition
Yandong Wen, Zhifeng Li and Yu Qiao
CVPR 2016