Publications

TPAMI2024

Appearance-Based Gaze Estimation with Deep Learning: A Review and Benchmark
Yihua Cheng, Haofei Wang, Yiwei Bao, Feng Lu
IEEE Transactions on Pattern Analysis and Machine Intelligence Paper Project

BMVC23 Oral

High-Fidelity Eye Animatable Neural Radiance Fields for Human Face
Hengfei Wang, Zhongqun Zhang, Yihua Cheng , Hyung Jin Chang
The British Machine Vision Conference (BMVC) Oral
Paper

All Papers

1. Zhongqun Zhang, Yihua Cheng, Eduardo Pérez-Pellitero, Yiren Zhou, Jiankang Deng, Hyung Jin Chang, Jifei Song, Single-view Image to Novel-view Generation for Hand-Object Interactions, Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2025

2. Yang Yue, Yihua Cheng, Celine Marquet, Chenguang Xiao, Jingjing Guo, Shu Li, Shan He, Meta-learning enables complex cluster-specific few-shot binding affinity prediction for protein-protein interactions, Journal of Chemical Information and Modeling, 2025

3. Yang Yue, Shu Li, Yihua Cheng, Zexuan Zhu, Lie Wang, Tingjun Hou, Shan He, Integration of molecular coarse-grained model into geometric representation learning framework for protein-protein complex property prediction, Nature Communication, 2024

4. Hengfei Wang, Zhongqun Zhang, Yihua Cheng, Hyung Jin Chang, TextGaze: Gaze-Controllable Face Generation with Natural Language, ACM International Conference on Multimedia (ACM MM), 2024

5. Zhongqun Zhang, Hengfei Wang, Ziwei Yu, Yihua Cheng, Angela Yao, Hyung Jin Chang, NL2Contact: Natural Language Guided 3D Hand-Object Contact Modeling with Diffusion Model, European Conference on Computer Vision (ECCV), Oral , 2024.

6. Yihua Cheng, Haofei Wang, Yiwei Bao, Feng Lu, Appearance-Based Gaze Estimation with Deep Learning: A Review and Benchmark, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 [Paper] [Project]

7. Yihua Cheng, Yaning Zhu, Zongji Wang, Hongquan Hao, Yongwei Liu , Shiqing Cheng, Xi Wang, Hyung Jin Chang, What Do You See in Vehicle? Comprehensive Vision Solution for In-Vehicle Gaze Estimation, Conference on Computer Vision and Pattern Recognition (CVPR), 2024

8. Yuqi Hou, Zhongqun Zhang, Nora Horanyi, Jaewon Moon, Yihua Cheng, Hyung Jin Chang, Multi-Modal Gaze Following in Conversational Scenarios, IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024 [Paper]

9. Chen Xu, Jiangxing Wu, Fan Zhang, Jonathan Freer, Zhongqun Zhang, Yihua Cheng, A Deep Image Classification Model Based on Prior Feature Knowledge Embedding and Application in Medical Diagnosis, Scientific Reports, 2024

10. Hengfei Wang, Zhongqun Zhang, Yihua Cheng , Hyung Jin Chang, High-Fidelity Eye Animatable Neural Radiance Fields for Human Face, The British Machine Vision Conference (BMVC), Oral , 2023 [Paper]

11. Yihua Cheng, Feng Lu, DVGaze: Dual-View Gaze Estimation, The IEEE/CVF International Conference on Computer Vision (ICCV), 2023 [Paper] [Github]

12. Yihua Cheng, Yiwei Bao, Feng Lu, Puregaze: Purifying Gaze Feature for Generalizable Gaze Estimation, Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2022 [Paper] [Github]

13. Yihua Cheng, Feng Lu, Gaze Estimation using Transformer, International Conference on Pattern Recognition (ICPR), 2022 [Paper] [Github]

14. Yihua Cheng, Shiyao Huang, Fei Wang, Chen Qian, Feng Lu, A Coarse-to-Fine Adaptive Network for Appearance-Based Gaze Estimation, Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2020 [Paper]

15. Yihua Cheng, Xucong Zhang, Feng Lu, Yoichi Sato, Gaze Estimation by Exploring Two-Eye Asymmetry, IEEE Transactions on Image Processing (IEEE TIP), 2020 [Paper]

16. Yiwei Bao, Yihua Cheng, Yunfei Liu, Feng Lu, Adaptive Feature Fusion Network for Gaze Tracking in Mobile Tablets, International Conference on Pattern Recognition (ICPR), 2020

17. Yihua Cheng, Feng Lu, Xucong Zhang, Appearance-Based Gaze Estimation via Evaluation-Guided Asymmetric Regression, European Conference on Computer Vision (ECCV), 2018 [Paper] [Github]