Xianxun Zhu

According to our database, Xianxun Zhu authored at least 41 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

GPPLEA: Guided Polarity Prompt Learning for Enhanced Emotion Analysis in Low-sample Social Media Environments.

Rui Wang, Heyang Feng, Erik Cambria, Md. Jalil Piran, José Santamaría, Ming Ju, Khurram Shahzad, Xianxun Zhu

Cogn. Comput., December, 2026

CIME: Contextual Interaction-Based Multimodal Emotion Analysis With Enhanced Semantic Information.

Rui Wang, Chaopeng Guo, Mohammad Shabaz, Imad Rida, Erik Cambria, Xianxun Zhu

IEEE Trans. Comput. Soc. Syst., June, 2026

Climate-Aware LiDAR-Driven Reinforcement Learning for Adaptive Safety Decision-Making in Autonomous Vehicles and Consumer Applications.

Uzair Aslam Bhatti, Jizhao Wang, Yu Zhang, Alsharif Mohamed, Sijie Xu, Mengxing Huang, Xianxun Zhu

IEEE Trans. Consumer Electron., May, 2026

Can Visual Mamba Improve AI-Generated Image Detection? An In-Depth Investigation.

Mamadou Keita, Wassim Hamidouche, Hessen Bougueffa Eutamene, Abdelmalik Taleb-Ahmed, Xianxun Zhu, Abdenour Hadid

CoRR, May, 2026

PBDD: A Prompt-Based Learning Approach for Few-Shot Social Media Depression Detection.

Rui Wang, Heyang Feng, Erik Cambria, Kaize Shi, Xiaohan Yu, Xuhui Fan, Qiang Zhao, Xianxun Zhu

IEEE Trans. Comput. Soc. Syst., April, 2026

FedUAF: Uncertainty-Aware Fusion with Reliability-Guided Aggregation for Multimodal Federated Sentiment Analysis.

Xianxun Zhu, Zezhong Sun, Imad Rida, Erik Cambria, Junqi Su, Rui Wang, Hui Chen

CoRR, March, 2026

Exploring personalized federated learning from a distribution-based perspective.

Tianhao Yu, Kheng Cher Yeo, Sami Azam, Xiaohan Yu, Hui Chen, Xianxun Zhu

Pattern Recognit., 2026

AOSNet-Sec: Aperture-orientation-spectrum fusion with statistical Markov repair for trustworthy super-resolution.

Zhengnan Yin, Luwei Xiao, Xuan Feng, Yiwei Chen, Xianxun Zhu, Cai Luo, Faten S. Alamri, Rui Mao, Erik Cambria

Pattern Recognit., 2026

Advancing federated domain generalization in ophthalmology: Vision enhancement and consistency assurance for multicenter fundus image segmentation.

Yuxin Ye, Nian Liu, Yang Zhao, Xianxun Zhu, Jun Wang, Yan Liu

Pattern Recognit., 2026

DMSAA-SLAM: RGB-D SLAM for dynamic scenes via diffusion self-attention.

Lei Xia, Xiaomei Li, Ziyang Wang, Hui Chen, Xianxun Zhu, Ling Fan

Pattern Recognit., 2026

WiVi-UF: Unified feature learning in cross-modal transformers with WiFi and vision data fusion for enhanced human activity recognition.

Xinhang Lin, Xianxun Zhu, Erik Cambria

Knowl. Based Syst., 2026

Injecting image text structure and edge priors into segment anything for scene text segmentation.

Qian Shao, Libo Weng, Yanjing Lei, Yuanming Zhang, Xianxun Zhu, Hui Chen, Fei Gao

Image Vis. Comput., 2026

Towards generalizable object counting via dual-prompted cross-modality fusion network.

Wenzhe Zhai, Jianyong Wang, Mingliang Gao, Michele Nappi, Lucia Cascone, Xianxun Zhu, Imad Rida

Inf. Fusion, 2026

Integrating audio-visual text generation with contrastive learning for enhanced multimodal emotion analysis.

Junyi Xiang, Xianxun Zhu, Erik Cambria

Inf. Fusion, 2026

A dynamic dual-processing action recognition framework for tic action recognition in children tic disorder.

Rui Wang, Jingru Liang, Xianxun Zhu, Hui Chen, Qiang Ding, Xiangyang Wang, Jinhua Sun

Array, 2026

A multimodal data-driven method for abnormal condition identification of energy storage batteries based on EAA-Informer.

Zezhong Sun, Yan Li, Erik Cambria, Jun Xie, Xianxun Zhu

Array, 2026

2025

Contrastive-Based Removal of Negative Information in Multimodal Emotion Analysis.

Rui Wang, Yaoyang Wang, Erik Cambria, Xuhui Fan, Xiaohan Yu, Yao Huang, Xiaosong E, Xianxun Zhu

Cogn. Comput., June, 2025

Segment Any RGB-Thermal Model with Language-aided Distillation.

Dong Xing, Xianxun Zhu, Wei Zhou, Qika Lin, Hang Yang, Yuqing Wang

CoRR, May, 2025

A Geometric algebra-enhanced network for skin lesion detection with diagnostic prior.

Fei Wang, Ming Ju, Xianxun Zhu, Qiuyu Zhu, Haiquan Wang, Chunhua Qian, Rui Wang

J. Supercomput., January, 2025

A Dual-branch Progressive Network with spatial-frequency constraint for image fusion.

Zenghui Wang, Wenhao Song, Xuening Xing, Lina Liu, Xianxun Zhu, Mingliang Gao

Image Vis. Comput., 2025

HMPFormer: Hierarchical vision transformer with multi-perspective feature learning for precise polyp segmentation.

Muhammad Talha Usman, Habib Khan, Haseeb Khan, Imad Rida, Xianxun Zhu, Jakeoung Koo

Image Vis. Comput., 2025

Deepfake detection via Feature Refinement and Enhancement Network.

Weicheng Song, Siyou Guo, Mingliang Gao, Qilei Li, Xianxun Zhu, Imad Rida

Image Vis. Comput., 2025

Pyramidal attention with progressive multi-stage iterative feature refinement for salient object segmentation.

Rahim Khan, Nada Alzaben, Yousef Ibrahim Daradkeh, Xianxun Zhu, Inam Ullah

Image Vis. Comput., 2025

Generalizable deepfake detection via Spatial Kernel Selection and Halo Attention Network.

Siyou Guo, Qilei Li, Mingliang Gao, Xianxun Zhu, Imad Rida

Image Vis. Comput., 2025

Towards trustworthy image super-resolution via symmetrical and recursive artificial neural network.

Mingliang Gao, Jianhao Sun, Qilei Li, Muhammad Attique Khan, Jianrun Shang, Xianxun Zhu, Gwanggil Jeon

Image Vis. Comput., 2025

DNLN: Image super-resolution with Deformable Non-Local attention and Multi-Branch Weighted Feature Fusion.

Jiaxin Chen, Dong Xing, Mohammad Shabaz, Yongpei Zhu, Yong Wang, Xianxun Zhu

Image Vis. Comput., 2025

RMER-DT: Robust multimodal emotion recognition in conversational contexts based on diffusion and transformers.

Xianxun Zhu, Yaoyang Wang, Erik Cambria, Imad Rida, José Santamaría López, Lin Cui, Rui Wang

Inf. Fusion, 2025

A Generative Random Modality Dropout Framework for Robust Multimodal Emotion Recognition.

Yang Zhang, Hui Chen, Imad Rida, Xianxun Zhu

IEEE Intell. Syst., 2025

EMVAS: end-to-end multimodal emotion visualization analysis system.

Xianxun Zhu, Heyang Feng, Erik Cambria, Yao Huang, Ming Ju, Haochen Yuan, Rui Wang

Complex Intell. Syst., 2025

A client-server based recognition system: Non-contact single/multiple emotional and behavioral state assessment methods.

Xianxun Zhu, Zhaozhao Liu, Erik Cambria, Xiaohan Yu, Xuhui Fan, Hui Chen, Rui Wang

Comput. Methods Programs Biomed., 2025

Multi-view residual spatio-temporal topology adaptive graph convolutional network for urban road traffic accident prediction with multi-source risks.

Rui Wang, Kaiwen Zhou, Wei Zhou, Kaize Shi, Fabien Pfaender, Xiaosong E, Xianxun Zhu

Array, 2025

RAFT: Robust Adversarial Fusion Transformer for multimodal sentiment analysis.

Rui Wang, Duyun Xu, Lucia Cascone, Yaoyang Wang, Hui Chen, Jianbo Zheng, Xianxun Zhu

Array, 2025

Dynamic Spectral Graph Anomaly Detection.

Jianbo Zheng, Chao Yang, Tairui Zhang, Longbing Cao, Bin Jiang, Xuhui Fan, Xiao-Ming Wu, Xianxun Zhu

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Multi-modal emotion recognition using tensor decomposition fusion and self-supervised multi-tasking.

Rui Wang, Jiawei Zhu, Shoujin Wang, Tao Wang, Jingze Huang, Xianxun Zhu

Int. J. Multim. Inf. Retr., December, 2024

A Review of Key Technologies for Emotion Analysis Using Multimodal Information.

Xianxun Zhu, Chaopeng Guo, Heyang Feng, Yao Huang, Yichen Feng, Xiangyang Wang, Rui Wang

Cogn. Comput., July, 2024

Emotion recognition based on brain-like multimodal hierarchical perception.

Xianxun Zhu, Yao Huang, Xiangyang Wang, Rui Wang

Multim. Tools Appl., May, 2024

2021

An Environmental Intrusion Detection Technology Based on WiFi.

Xianxun Zhu, Hongxuan Xu, Zhiyang Zhao, Xu Wang, Xiong Wei, Yang Zhang, Jiancun Zuo

Wirel. Pers. Commun., 2021

A New Method of Posture Recognition Based on WiFi Signal.

Jiancun Zuo, Xianxun Zhu, Yue Peng, Zhiyang Zhao, Xiong Wei, Xun Wang

IEEE Commun. Lett., 2021

Action recognition method based on wavelet transform and neural network in wireless network.

Xianxun Zhu, Zhiyang Zhao, Xiong Wei, Xu Wang, Jiancun Zuo

Proceedings of the ICDSP 2021: 5th International Conference on Digital Signal Processing, 2021

2020

Pipeline Leak Detection Technology Based on Distributed Optical Fiber Acoustic Sensing System.

Jiancun Zuo, Yang Zhang, Hongxuan Xu, Xianxun Zhu, Zhiyang Zhao, Xiong Wei, Xu Wang

IEEE Access, 2020

Fuzzy Fault Tree Analysis Method and Its Application in Fault Diagnosis of Denitration System in Thermal Power Plant.

Xiong Wei, Xianxun Zhu, Xu Wang, Zhiyang Zhao, Jiancun Zuo

Proceedings of the ICIT 2020, 2020