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,
(Accepted for Publication)
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)
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,
(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,
(Accepted for Publication)
Conference Proceedings
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)
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,
(Accepted for Publication)