A Recommendation Algorithm for University Master Tutors Based on Machine Learning. - Guanming Chen; Chuantao Yin; Yuanxin Ouyang; Wenge Rong; Zhang Xiong 001; Jinsong Cai (EDUCON, 2022)

PopDCL: Popularity-aware Debiased Contrastive Loss for Collaborative Filtering. - Zhuang Liu 004; Haoxuan Li 003; Guanming Chen; Yuanxin Ouyang; Wenge Rong; Zhang Xiong 001 (CIKM, 2023)

SACL: Siamese Adaptive Contrastive Learning for Recommendation. - Shikang Bao; Zhuang Liu 004; Chen Li 046; Jianfei Zhang 003; Guanming Chen; Yuanxin Ouyang; Wenge Rong (IJCNN, 2024)

Is Encoded Popularity Always Harmful? Explicit Debiasing with Augmentation for Contrastive Collaborative Filtering. - Guanming Chen; Wenwen Qiang; Yuanxin Ouyang; Chuantao Yin; Zhang Xiong 001 (IJCNN, 2024)

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 (WSDM, 2025)

LL4G: Self-Supervised Dynamic Optimization for Graph-Based Personality Detection. - Lingzhi Shen; Yunfei Long; Xiaohao Cai; Guanming Chen; Yuhan Wang; Imran Razzak; Shoaib Jameel (CoRR, 2025)

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 (CoRR, 2025)