| 2025 | CIKM | EmoPerso: Enhancing Personality Detection with Self-Supervised Emotion-Aware Modelling. | Lingzhi Shen, Xiaohao Cai, Yunfei Long, Imran Razzak, Guanming Chen, Shoaib Jameel |
| 2025 | IJCNN | Less but Better: Parameter-Efficient Fine-Tuning of Large Language Models for Personality Detection. | Lingzhi Shen, Yunfei Long, Xiaohao Cai, Guanming Chen, Imran Razzak, Shoaib Jameel |
| 2025 | WSDM | GAMED: Knowledge Adaptive Multi-Experts Decoupling for Multimodal Fake News Detection. | Lingzhi Shen, Yunfei Long, Xiaohao Cai, Imran Razzak, Guanming Chen, Kang Liu, Shoaib Jameel |
| 2024 | IJCNN | SACL: Siamese Adaptive Contrastive Learning for Recommendation. | Shikang Bao, Zhuang Liu, Chen Li, Jianfei Zhang, Guanming Chen, Yuanxin Ouyang, Wenge Rong |
| 2024 | IJCNN | Is Encoded Popularity Always Harmful? Explicit Debiasing with Augmentation for Contrastive Collaborative Filtering. | Guanming Chen, Wenwen Qiang, Yuanxin Ouyang, Chuantao Yin, Zhang Xiong |
| 2023 | CIKM | PopDCL: Popularity-aware Debiased Contrastive Loss for Collaborative Filtering. | Zhuang Liu, Haoxuan Li, Guanming Chen, Yuanxin Ouyang, Wenge Rong, Zhang Xiong |
| 2022 | EDUCON | A Recommendation Algorithm for University Master Tutors Based on Machine Learning. | Guanming Chen, Chuantao Yin, Yuanxin Ouyang, Wenge Rong, Zhang Xiong, Jinsong Cai |