Kaiwen Zheng
Research title: Estimation of Depressed Mood Based on Recognition of Micro-expressions with Facial Action Units
Publications
2025
Fu, Junchen, Ge, Xuri, Xin, Xin, Karatzoglou, Alexandros, Arapakis, Ioannis, Zheng, Kaiwen, Ni, Yongxin and Jose, Joemon M. ORCID: https://orcid.org/0000-0001-9228-1759
(2025)
Efficient and effective adaptation of multimodal foundation models in sequential recommendation.
IEEE Transactions on Knowledge and Data Engineering,
(doi: 10.1109/TKDE.2025.3608071)
(Early Online Publication)
Liu, Zhiyu, Fu, Junchen, Zheng, Kaiwen and Jose, Joemon M. ORCID: https://orcid.org/0000-0001-9228-1759
(2025)
Exploring Multimodal Pre-trained Models for Speech Emotion Recognition.
In: ACM Web Conference 2025, Sydney, Australia, 28 April - 2 May 2025,
pp. 2176-2180.
ISBN 9798400713316
(doi: 10.1145/3701716.3717561)
He, Yaoqin, Fu, Junchen, Zheng, Kaiwen, Xu, Songpei, Chen, Fuhai, Li, Jie, Jose, Joemon M. ORCID: https://orcid.org/0000-0001-9228-1759 and Ge, Xuri
(2025)
Double-Filter: Efficient Fine-tuning of Pre-trained Vision-Language Models via Patch&Layer Filtering.
In: ICML 2025, Vancouver, Canada, 13-19 July 2025,
(Accepted for Publication)
Zheng, Kaiwen, Ge, Xuri ORCID: https://orcid.org/0000-0002-3925-4951, Fu, Junchen, Peng, Jun and Jose, Joemon
ORCID: https://orcid.org/0000-0001-9228-1759
(2025)
Multimodal Representation Learning Techniques for Comprehensive Facial State Analysis.
In: 2025 IEEE International Conference on Multimedia and Expo (ICME), Nantes, France, 30 Jun - 04 Jul 2025,
(Accepted for Publication)
Ge, Xuri, Li, Linqing, Xu, Songpei, Zheng, Kaiwen, He, Yaoqin, Fu, Junchen and Jose, Joemon M. ORCID: https://orcid.org/0000-0001-9228-1759
(2025)
The DenseCap-Guided Attention Network For Image-Text Matching.
In: ACM Web Conference 2025, Sydney, Australia, 28 April - 2 May 2025,
(Accepted for Publication)
Articles
Fu, Junchen, Ge, Xuri, Xin, Xin, Karatzoglou, Alexandros, Arapakis, Ioannis, Zheng, Kaiwen, Ni, Yongxin and Jose, Joemon M. ORCID: https://orcid.org/0000-0001-9228-1759
(2025)
Efficient and effective adaptation of multimodal foundation models in sequential recommendation.
IEEE Transactions on Knowledge and Data Engineering,
(doi: 10.1109/TKDE.2025.3608071)
(Early Online Publication)
Conference Proceedings
Liu, Zhiyu, Fu, Junchen, Zheng, Kaiwen and Jose, Joemon M. ORCID: https://orcid.org/0000-0001-9228-1759
(2025)
Exploring Multimodal Pre-trained Models for Speech Emotion Recognition.
In: ACM Web Conference 2025, Sydney, Australia, 28 April - 2 May 2025,
pp. 2176-2180.
ISBN 9798400713316
(doi: 10.1145/3701716.3717561)
He, Yaoqin, Fu, Junchen, Zheng, Kaiwen, Xu, Songpei, Chen, Fuhai, Li, Jie, Jose, Joemon M. ORCID: https://orcid.org/0000-0001-9228-1759 and Ge, Xuri
(2025)
Double-Filter: Efficient Fine-tuning of Pre-trained Vision-Language Models via Patch&Layer Filtering.
In: ICML 2025, Vancouver, Canada, 13-19 July 2025,
(Accepted for Publication)
Zheng, Kaiwen, Ge, Xuri ORCID: https://orcid.org/0000-0002-3925-4951, Fu, Junchen, Peng, Jun and Jose, Joemon
ORCID: https://orcid.org/0000-0001-9228-1759
(2025)
Multimodal Representation Learning Techniques for Comprehensive Facial State Analysis.
In: 2025 IEEE International Conference on Multimedia and Expo (ICME), Nantes, France, 30 Jun - 04 Jul 2025,
(Accepted for Publication)
Ge, Xuri, Li, Linqing, Xu, Songpei, Zheng, Kaiwen, He, Yaoqin, Fu, Junchen and Jose, Joemon M. ORCID: https://orcid.org/0000-0001-9228-1759
(2025)
The DenseCap-Guided Attention Network For Image-Text Matching.
In: ACM Web Conference 2025, Sydney, Australia, 28 April - 2 May 2025,
(Accepted for Publication)