Yugang Ji

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 17

Top Topics

Item Recommendation

Heterogeneous Information Networks

Graph Embedding

Top Venues

Inf. Process. Manag.

Publications

Qingfeng Li, Huifang Ma, Wangyu Jin, Yugang Ji, Zhixin Li
Multi-Interest Network with Simple Diffusion for Multi-Behavior Sequential Recommendation. SDM (2024)
Qingfeng Li, Huifang Ma, Wangyu Jin, Yugang Ji, Zhixin Li
Hypergraph-enhanced multi-interest learning for multi-behavior sequential recommendation. Expert Syst. Appl. 255 (2024)
Tingyan Xiang, Ao Li, Yugang Ji, Dong Li
Knowledge Based Prohibited Item Detection on Heterogeneous Risk Graphs. KDD (2023)
Ao Li, Yugang Ji, Guanyi Chu, Xiao Wang, Dong Li, Chuan Shi
Clustering-Based Supervised Contrastive Learning for Identifying Risk Items on Heterogeneous Graph. ICASSP (2023)
Yijian Liu, Hongyi Zhang, Cheng Yang, Ao Li, Yugang Ji, Luhao Zhang, Tao Li, Jinyu Yang, Tianyu Zhao, Juan Yang, Hai Huang, Chuan Shi
Datasets and Interfaces for Benchmarking Heterogeneous Graph Neural Networks. CIKM (2023)
Yugang Ji, Chuan Shi, Yuan Fang
Dynamic Meta-path Guided Temporal Heterogeneous Graph Neural Networks. World Sci. Annu. Rev. Artif. Intell. 1 (2023)
Yugang Ji, Guanyi Chu, Xiao Wang, Chuan Shi, Jianan Zhao, Junping Du
Prohibited Item Detection via Risk Graph Structure Learning. WWW (2022)
Yugang Ji, Chuan Shi, Xiao Wang
Prohibited Item Detection on Heterogeneous Risk Graphs. CIKM (2021)
Yugang Ji, Mingyang Yin, Hongxia Yang, Jingren Zhou, Vincent W. Zheng, Chuan Shi, Yuan Fang
Accelerating Large-Scale Heterogeneous Interaction Graph Embedding Learning via Importance Sampling. ACM Trans. Knowl. Discov. Data 15 (1) (2021)
Yugang Ji, Tianrui Jia, Yuan Fang, Chuan Shi
Dynamic Heterogeneous Graph Embedding via Heterogeneous Hawkes Process. ECML/PKDD (1) (2021)
Yugang Ji, Mingyang Yin, Yuan Fang, Hongxia Yang, Xiangwei Wang, Tianrui Jia, Chuan Shi
Temporal Heterogeneous Interaction Graph Embedding for Next-Item Recommendation. ECML/PKDD (3) (2020)
Yugang Ji, Chuan Shi, Yuan Fang, Xiangnan Kong, Mingyang Yin
Semi-supervised Co-Clustering on Attributed Heterogeneous Information Networks. Inf. Process. Manag. 57 (6) (2020)
Mingjun Ma, Bo Peng, Ding Xiao, Yugang Ji, Chuan Shi
STCNet: Spatial-Temporal Convolution Network for Traffic Speed Prediction. ADMA (2020)
Chuan Shi, Zhiqiang Zhang, Yugang Ji, Weipeng Wang, Philip S. Yu, Zhiping Shi
SemRec: a personalized semantic recommendation method based on weighted heterogeneous information networks. World Wide Web 22 (1) (2019)
Yugang Ji, Chuan Shi, Fuzhen Zhuang, Philip S. Yu
Integrating Topic Model and Heterogeneous Information Network for Aspect Mining with Rating Bias. PAKDD (1) (2019)
Ding Xiao, Yugang Ji, Yitong Li, Fuzhen Zhuang, Chuan Shi
Coupled matrix factorization and topic modeling for aspect mining. Inf. Process. Manag. 54 (6) (2018)
Huifang Ma, Yugang Ji, Xiaohong Li, Runan Zhou
A Microblog Hot Topic Detection Algorithm Based on Discrete Particle Swarm Optimization. PRICAI (2016)