Ercheng Pei

26 papers B 1Misc 1Journal 16Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
FDA-CAPMA: Federated domain adaptation with co-activation pattern and multimodal mamba for fMRI depression detection.
Inf. Fusion
Lang He, Changwei Zhao, Yimeng Wang, Zhengwu Peng, Huaning Wang, Feng Zhu, Ercheng Pei, Haifeng Chen, Jiewei Jiang, Dongmei Jiang, Jie Zhang, Zhongmin Wang, Prayag Tiwari, Guangxin Guo, Min Fang
2026 J jnl
LLM-driven fine-grained emotion parsing and parameterized mapping for conversational TTS.
Pattern Recognit.
Xiaochun An, Xu Zhang, Xiaoge Li, Ercheng Pei, Qingli Yan, Lang He
2026 J jnl
LMVD: A large-scale multimodal vlog dataset for depression detection in the wild.
Inf. Fusion
Lang He, Kai Chen, Junnan Zhao, Yimeng Wang, Ercheng Pei, Haifeng Chen, Jiewei Jiang, Shiqing Zhang, Jie Zhang, Zhongmin Wang, Tao He, Prayag Tiwari
2026 J jnl
Multi-modal prompt learning for facial expression recognition: Leveraging emojis and large language models.
Inf. Fusion
Ercheng Pei, He Zhao, Tingrui Zhang, Dongmei Jiang, Lang He, Haifeng Chen
2025 J jnl
A Hidden Stumbling Block in Generalized Category Discovery: Distracted Attention.
CoRR
Qiyu Xu, Zhanxuan Hu, Yu Duan, Ercheng Pei, Yonghang Tai
2025 J jnl
Classifier ensemble based source-free domain adaptation for time series classification.
Knowl. Based Syst.
Ercheng Pei, Wangdong Zhao, Zhanxuan Hu, Lang He, Hailong Ning, Haifeng Chen
2024 J jnl
An ensemble learning-enhanced multitask learning method for continuous affect recognition from facial images.
Expert Syst. Appl.
Ercheng Pei, Zhanxuan Hu, Lang He, Hailong Ning, Abel Díaz Berenguer
2024 J jnl
LMVD: A Large-Scale Multimodal Vlog Dataset for Depression Detection in the Wild.
CoRR
Lang He, Kai Chen, Junnan Zhao, Yimeng Wang, Ercheng Pei, Haifeng Chen, Jiewei Jiang, Shiqing Zhang, Jie Zhang, Zhongmin Wang, Tao He, Prayag Tiwari
2023 J jnl
A Bayesian Filtering Framework for Continuous Affect Recognition From Facial Images.
IEEE Trans. Multim.
Ercheng Pei, Yong Zhao, Meshia Cédric Oveneke, Dongmei Jiang, Hichem Sahli
2023 Misc conf
Relate Auditory Speech To Eeg By Shallow-Deep Attention-Based Network.
ICASSP
Fan Cui, Liyong Guo, Lang He, Jiyao Liu, Ercheng Pei, Yujun Wang, Dongmei Jiang
2023 J jnl
Relate auditory speech to EEG by shallow-deep attention-based network.
CoRR
Fan Cui, Liyong Guo, Lang He, Jiyao Liu, Ercheng Pei, Yujun Wang, Dongmei Jiang
2022 J jnl
Audio-visual collaborative representation learning for Dynamic Saliency Prediction.
Knowl. Based Syst.
Hailong Ning, Bin Zhao, Zhanxuan Hu, Lang He, Ercheng Pei
2022 J jnl
Leveraging the Deep Learning Paradigm for Continuous Affect Estimation from Facial Expressions.
IEEE Trans. Affect. Comput.
Meshia Cédric Oveneke, Yong Zhao, Ercheng Pei, Abel Díaz Berenguer, Dongmei Jiang, Hichem Sahli
2021 J jnl
Action Unit Driven Facial Expression Synthesis from a Single Image with Patch Attentive GAN.
Comput. Graph. Forum
Yong Zhao, Le Yang, Ercheng Pei, Meshia Cédric Oveneke, Mitchel Alioscha-Pérez, Longfei Li, Dongmei Jiang, Hichem Sahli
2021 J jnl
Monocular 3D Facial Expression Features for Continuous Affect Recognition.
IEEE Trans. Multim.
Ercheng Pei, Meshia Cédric Oveneke, Yong Zhao, Dongmei Jiang, Hichem Sahli
2020 J jnl
An efficient model-level fusion approach for continuous affect recognition from audiovisual signals.
Neurocomputing
Ercheng Pei, Dongmei Jiang, Hichem Sahli
2020 — conf
Neural architecture search under black-box objectives with deep reinforcement learning and increasingly-sparse rewards.
ICAIIC
Mitchel Alioscha-Pérez, Abel Díaz Berenguer, Ercheng Pei, Meshia Cédric Oveneke, Hichem Sahli
2019 J jnl
Continuous affect recognition with weakly supervised learning.
Multim. Tools Appl.
Ercheng Pei, Dongmei Jiang, Mitchel Alioscha-Pérez, Hichem Sahli
2017 — conf
Hybrid Depression Classification and Estimation from Audio Video and Text Information.
AVEC@ACM Multimedia
Le Yang, Hichem Sahli, Xiaohan Xia, Ercheng Pei, Meshia Cédric Oveneke, Dongmei Jiang
2017 — conf
Multimodal Measurement of Depression Using Deep Learning Models.
AVEC@ACM Multimedia
Le Yang, Dongmei Jiang, Xiaohan Xia, Ercheng Pei, Meshia Cédric Oveneke, Hichem Sahli
2016 — conf
Audio Visual Recognition of Spontaneous Emotions In-the-Wild.
CCPR (2)
Xiaohan Xia, Liyong Guo, Dongmei Jiang, Ercheng Pei, Le Yang, Hichem Sahli
2016 — conf
Decision Tree Based Depression Classification from Audio Video and Language Information.
AVEC@ACM Multimedia
Le Yang, Dongmei Jiang, Lang He, Ercheng Pei, Meshia Cédric Oveneke, Hichem Sahli
2016 — conf
Deep neural network and switching Kalman filter based continuous affect recognition.
ICME Workshops
Ercheng Pei, Xiaohan Xia, Le Yang, Dongmei Jiang, Hichem Sahli
2015 — conf
Multimodal Affective Dimension Prediction Using Deep Bidirectional Long Short-Term Memory Recurrent Neural Networks.
AVEC@ACM Multimedia
Lang He, Dongmei Jiang, Le Yang, Ercheng Pei, Peng Wu, Hichem Sahli
2015 B conf
Multimodal dimensional affect recognition using deep bidirectional long short-term memory recurrent neural networks.
ACII
Ercheng Pei, Le Yang, Dongmei Jiang, Hichem Sahli
2014 — conf
Multimodal continuous affect recognition based on LSTM and multiple kernel learning.
APSIPA
Jiamei Wei, Ercheng Pei, Dongmei Jiang, Hichem Sahli, Lei Xie, Zhonghua Fu