个人简介

温研东博士，2025年1月入职西湖大学工学院，任助理教授、博士生导师、和机器学习与推理实验室（Computational Learning and Reasoning Lab，简称CLR Lab）的负责人。在此之前，温研东博士在华南理工大学获得了本科和硕士学位，并于2022年在卡内基梅隆大学（CMU）获得博士学位。2022年至2024年期间，温研东博士在德国马克斯普朗克研究所（MPI）从事博士后研究工作。

学术成果

温研东博士的研究方向为（1）大语言模型方法和应用；（2）多模态表征学习;（3）视觉语言模型；（4）跨模态人脸与声纹分析。相关成果达30余篇论文，其中以一作/共同一作身份在计算机视觉会议如CVPR/ECCV/ICCV，和机器学习会议如ICML/NeurIPS/ICLR上发表论文10余篇。

代表论文（*代表共同作者）

1. Hao Zhang, Yao Feng, Peter Kulits, Yandong Wen, Justus Thies, Michael J Black. "TECA: Text-Guided Generation and Editing of Compositional 3D Avatars." 3DV, 2024

2. Yifei Liu, Qiong Cao, Yandong Wen, Huaiguang Jiang, Changxing Ding. "Towards Variable and Coordinated Holistic Co-Speech Motion Generation." CVPR, 2024

3. Yandong Wen*, Weiyang Liu*, Yao Feng, Bhiksha Raj, Rita Singh, Adrian Weller, Michael J. Black, and Bernhard Schölkopf. "Pairwise Similarity Learning is SimPLE." ICCV, 2023.

4. Yandong Wen*, Weiyang Liu*, Adrian Weller, Bhiksha Raj, and Rita Singh. "SphereFace2: Binary Classification is All You Need for Deep Face Recognition." In International Conference on Learning Representations (ICLR), 2021.

5. Weiyang Liu, Yandong Wen, Zhiding Yu, Ming Li, Bhiksha Raj, and Le Song. "Sphereface: Deep hypersphere embedding for face recognition." In Proceedings of the IEEE conference on computer vision and pattern recognition (CVPR), 2017.

6. Yandong Wen, Kaipeng Zhang, Zhifeng Li, and Yu Qiao. "A discriminative feature learning approach for deep face recognition." In European Conference on Computer Vision (ECCV), 2016.

7. Weiyang Liu*, Yandong Wen*, Zhiding Yu, and Meng Yang. "Large-Margin Softmax Loss for Convolutional Neural Networks." In International Conference on Machine Learning (ICML), 2016.

8. Yandong Wen, Bhiksha Raj, and Rita Singh. "Face Reconstruction from Voice using Generative Adversarial Networks." Advances in neural information processing systems (NeurIPS) (2019).

联系方式

电子邮箱：wenyandong@westlake.edu.cn

现课题组诚聘上述研究方向的人员，开放岗位有博士后，博士研究生，科研助理，以及访问学生（最少3个月）。申请者请将材料发送至wenyandong@westlake.edu.cn。