| 2026 | ACL | ThinkLinker: From Low-Rank Interaction to Knowledge-Aware Verification for Multimodal Entity Linking. | Yingyao Ma, Yuanyuan Zhou, Congyu Zhang, Yi Yuan, Jiasong Wu, Lotfi Senhadji, Huazhong Shu |
| 2025 | HealthCom | A three-stage deep learning-based pipeline for reliable ECG segmentation. | Alaa Salama, Amar Kachenoura, Salman Almuhammad Alali, Guy Carrault, Lotfi Senhadji, Ahmad Karfoul |
| 2024 | AAAI | Multiscale Low-Frequency Memory Network for Improved Feature Extraction in Convolutional Neural Networks. | Fuzhi Wu, Jiasong Wu, Youyong Kong, Chunfeng Yang, Guanyu Yang, Huazhong Shu, Guy Carrault, Lotfi Senhadji |
| 2024 | ECCV | ST-LDM: A Universal Framework for Text-Grounded Object Generation in Real Images. | Xiangtian Xue, Jiasong Wu, Youyong Kong, Lotfi Senhadji, Huazhong Shu |
| 2024 | HealthCom | Denoising Cardiac Acceleration Signals Using an Optimal Graph-Based Strategy. | Salman Almuhammad Alali, Amar Kachenoura, Lotfi Senhadji, Alfredo I. Hernndez, Cindy Michel, Laurent Albera, Ahmad Karfoul |
| 2024 | ICASSP | Fedsoda: Federated Cross-Assessment and Dynamic Aggregation for Histopathology Segmentation. | Yuan Zhang, Yaolei Qi, Xiaoming Qi, Lotfi Senhadji, Yongyue Wei, Feng Chen, Guanyu Yang |
| 2018 | ACSSC | Independent Component Analysis Based on Non-polynomial Approximation of Negentropy: Application to MRS Source Separation. | Majd Saleh, Ahmad Karfoul, Amar Kachenoura, Laurent Albera, Lotfi Senhadji |
| 2018 | ACSSC | Brain Source Localization using Constrained Low Rank Canonical Polyadic Decomposition. | Nasrin Taheri, Xu Han, Ahmad Karfoul, Karim Ansari-Asl, Isabelle Merlet, Lotfi Senhadji, Laurent Albera, Amar Kachenoura |
| 2017 | ICIP | MomentsNet: A simple learning-free method for binary image recognition. | Jiasong Wu, Shijie Qiu, Youyong Kong, Yang Chen, Lotfi Senhadji, Huazhong Shu |
| 2015 | ICASSP | Tensor object classification via multilinear discriminant analysis network. | Rui Zeng, Jiasong Wu, Lotfi Senhadji, Huazhong Shu |
| 2011 | ACSSC | Canonical decomposition of semi-symmetric semi-nonnegative three-way arrays. | Julie Coloigner, Laurent Albera, Amar Kachenoura, Lotfi Senhadji |
| 2008 | BIBE | HRV complexity as a diagnostic tool for late onset sepsis in sick premature infants. | Yuan Wang, Guy Carrault, Alain Beuchee, Lotfi Senhadji, Huazhong Shu |
| 2006 | ICASSP | The PEP Approach: A New Family of Methods Solving the Phase Estimation Problem. | Amar Kachenoura, Laurent Albera, Lotfi Senhadji |