PS-LSTM: Popularity Analysis And Social Network For Point-Of-Interest Recommendation In Previously Unvisited Locations. - Chongyu Zhong; Jinghua Zhu; Heran Xi (CNIOT, 2021)

Multi-Relational Hierarchical Attention for Top-k Recommendation. - Shiwen Yang; Jinghua Zhu; Heran Xi (ICA3PP (2), 2021)

Worker Recruitment Based on Edge-Cloud Collaboration in Mobile Crowdsensing System. - Jinghua Zhu; Yuanjing Li; Anqi Lu; Heran Xi (ICA3PP (2), 2021)

Context-Aware Network for Multi-Turn Response Selection in Retrieval-Based Chatbots. - Jinghua Zhu; Dandan Yuan; Heran Xi (ICHMI, 2021)

Deep Recommendation Model Based on Local Attention and GRU. - Jinghua Zhu; Huafeng Hou; Heran Xi (ICIAI, 2021)

Attention-Based Encoder-Decoder Network For Single Image Dehazing. - Shunan Gao; Jinghua Zhu; Heran Xi (ICME Workshops, 2021)

Sequential Recommendation via Temporal Self-Attention and Multi-Preference Learning. - Wenchao Wang; Jinghua Zhu; Heran Xi (WASA (2), 2021)

Multi-View Attention Networks with Contrastive Predictive Coding for Sequential Recommendation. - Hongjun An; Jinghua Zhu; Heran Xi; Shiyang Zhou (HPCC/DSS/SmartCity/DependSys, 2022)

Heterogeneous Graph Based Long- And Short-Term Preference Learning Model for Next POI Recommendation. - Shiyang Zhou; Jinghua Zhu; Heran Xi; Hongjun An (ICA3PP, 2022)

Knowledge-Aware Self-supervised Graph Representation Learning for Recommendation. - Yeheng Sun; Jinghua Zhu; Heran Xi (ICANN (4), 2022)

A Collaborative Framework for Ad Click-Through Rate Prediction in Mobile App Services. - Xianjin Rong; Jinghua Zhu; Heran Xi (ICSOC, 2022)

SILK-BPR: Identify Implicit Friends with Self-guided Walking for Social Recommendation. - Zhiwei Zhou; Heran Xi; Jinghua Zhu (IJCNN, 2022)

Privacy-Aware Task Allocation Based on Deep Reinforcement Learning for Mobile Crowdsensing. - Mingchuan Yang; Jinghua Zhu; Heran Xi; Yue Yang (WASA (3), 2022)

Knowledge Graph Transformer for Sequential Recommendation. - Jinghua Zhu; Yanchang Cui; Zhuohao Zhang; Heran Xi (ICANN (6), 2023)

Influence-Guided Data Augmentation in Graph Contrastive Learning for Recommendation. - Qi Zhang; Heran Xi; Jinghua Zhu (ICSOC (2), 2023)

Short-term energy consumption prediction of electric vehicle charging station using attentional feature engineering and multi-sequence stacked Gated Recurrent Unit. - Jiafeng Zheng; Jinghua Zhu; Heran Xi (Comput. Electr. Eng., 2023)

Cross Pyramid Transformer makes U-net stronger in medical image segmentation. - Jinghua Zhu; Yue Sheng; Hui Cui 002; Jiquan Ma; Jijian Wang; Heran Xi (Biomed. Signal Process. Control., 2023)

An Enhanced MobileNet with Multi-scale Attention Aggregation for DR Classification. - Heran Xi; Hongxu Ji; Yang Hu; Jinbao Li; Jinghua Zhu (APWeb/WAIM (1), 2024)

MobileP2VT: Parallel Hybrid Structure makes Lightweight Network Stronger for Diabetic Retinopathy Classification. - Hongxu Ji; Jie Wu; Heran Xi; Jinghua Zhu (BIBM, 2024)

Optimal Transport-Driven Federated Out-of-Distribution Detection in Heterogeneous Data. - Yuan He; Yingchun Cui; Zhengda Wu; Heran Xi; Jinghua Zhu (ICMR, 2025)

A Frequency-Based Approach for Federated Domain Generalization in Heterogeneous Medical Imaging. - Donghao Wang; Yingchun Cui; Zhengda Wu; Heran Xi; Jinghua Zhu (ICMR, 2025)

Out-of-Distribution Detection for Open-Set Semi-Supervised Medical Image Classification. - Jiawei Zhang; Yingchun Cui; Zhengda Wu; Heran Xi; Jinghua Zhu (ICMR, 2025)

Treasure in the background: Improve saliency object detection by self-supervised contrast learning. - Haoji Dong; Jie Wu; Chengcheng Xing; Heran Xi; Hui Cui 002; Jinghua Zhu (Expert Syst. Appl., 2025)

Multi-scale graph harmonies: Unleashing U-Net's potential for medical image segmentation through contrastive learning. - Jie Wu; Jiquan Ma; Heran Xi; Jinbao Li; Jinghua Zhu (Neural Networks, 2025)

CCA: Contrastive cluster assignment for supervised and semi-supervised medical image segmentation. - Jinghua Zhu; Chengying Huang; Heran Xi; Hui Cui 002 (Neural Networks, 2025)

kMaXU: Medical image segmentation U-Net with k-means Mask Transformer and contrastive cluster assignment. - Chengying Huang; Zhengda Wu; Heran Xi; Jinghua Zhu (Pattern Recognit., 2025)