Heran Xi

According to our database, Heran Xi authored at least 21 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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

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

Treasure in the background: Improve saliency object detection by self-supervised contrast learning.

Haoji Dong, Jie Wu, Chengcheng Xing, Heran Xi, Hui Cui, Jinghua Zhu

Expert Syst. Appl., 2025

2024

An Enhanced MobileNet with Multi-scale Attention Aggregation for DR Classification.

Heran Xi, Hongxu Ji, Yang Hu, Jinbao Li, Jinghua Zhu

Proceedings of the Web and Big Data - 8th International Joint Conference, 2024

2023

Cross Pyramid Transformer makes U-net stronger in medical image segmentation.

Jinghua Zhu, Yue Sheng, Hui Cui, Jiquan Ma, Jijian Wang, Heran Xi

Biomed. Signal Process. Control., September, 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., May, 2023

Influence-Guided Data Augmentation in Graph Contrastive Learning for Recommendation.

Qi Zhang, Heran Xi, Jinghua Zhu

Proceedings of the Service-Oriented Computing - 21st International Conference, 2023

Knowledge Graph Transformer for Sequential Recommendation.

Jinghua Zhu, Yanchang Cui, Zhuohao Zhang, Heran Xi

Proceedings of the Artificial Neural Networks and Machine Learning, 2023

2022

Privacy-Aware Task Allocation Based on Deep Reinforcement Learning for Mobile Crowdsensing.

Mingchuan Yang, Jinghua Zhu, Heran Xi, Yue Yang

Proceedings of the Wireless Algorithms, Systems, and Applications, 2022

SILK-BPR: Identify Implicit Friends with Self-guided Walking for Social Recommendation.

Zhiwei Zhou, Heran Xi, Jinghua Zhu

Proceedings of the International Joint Conference on Neural Networks, 2022

A Collaborative Framework for Ad Click-Through Rate Prediction in Mobile App Services.

Xianjin Rong, Jinghua Zhu, Heran Xi

Proceedings of the Service-Oriented Computing - 20th International Conference, 2022

Knowledge-Aware Self-supervised Graph Representation Learning for Recommendation.

Yeheng Sun, Jinghua Zhu, Heran Xi

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

Heterogeneous Graph Based Long- And Short-Term Preference Learning Model for Next POI Recommendation.

Shiyang Zhou, Jinghua Zhu, Heran Xi, Hongjun An

Proceedings of the Algorithms and Architectures for Parallel Processing, 2022

Multi-View Attention Networks with Contrastive Predictive Coding for Sequential Recommendation.

Hongjun An, Jinghua Zhu, Heran Xi, Shiyang Zhou

Proceedings of the 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, 2022

2021

Sequential Recommendation via Temporal Self-Attention and Multi-Preference Learning.

Wenchao Wang, Jinghua Zhu, Heran Xi

Proceedings of the Wireless Algorithms, Systems, and Applications, 2021

Attention-Based Encoder-Decoder Network For Single Image Dehazing.

Shunan Gao, Jinghua Zhu, Heran Xi

Proceedings of the 2021 IEEE International Conference on Multimedia & Expo Workshops, 2021

Deep Recommendation Model Based on Local Attention and GRU.

Jinghua Zhu, Huafeng Hou, Heran Xi

Proceedings of the ICIAI 2021: 2021 the 5th International Conference on Innovation in Artificial Intelligence, 2021

Context-Aware Network for Multi-Turn Response Selection in Retrieval-Based Chatbots.

Jinghua Zhu, Dandan Yuan, Heran Xi

Proceedings of the ICHMI 2021: International Conference on Human-Machine Interaction, Guangzhou China, May 7, 2021

Worker Recruitment Based on Edge-Cloud Collaboration in Mobile Crowdsensing System.

Jinghua Zhu, Yuanjing Li, Anqi Lu, Heran Xi

Proceedings of the Algorithms and Architectures for Parallel Processing, 2021

Multi-Relational Hierarchical Attention for Top-k Recommendation.

Shiwen Yang, Jinghua Zhu, Heran Xi

Proceedings of the Algorithms and Architectures for Parallel Processing, 2021

PS-LSTM: Popularity Analysis And Social Network For Point-Of-Interest Recommendation In Previously Unvisited Locations.

Chongyu Zhong, Jinghua Zhu, Heran Xi

Proceedings of the CNIOT 2021: 2nd International Conference on Computing, 2021