| 2026 | AAAI | PathMind: A Retrieve-Prioritize-Reason Framework for Knowledge Graph Reasoning with Large Language Models. | Yu Liu, Xixun Lin, Yanmin Shang, Yangxi Li, Shi Wang, Yanan Cao |
| 2026 | AAAI | Breaking One-Size-Fits-All: Revisiting Out-of-Distribution Detection on Graphs Under Diverse Distribution Shifts. | Chuancheng Song, Hanyang Shen, Yan Dong, Xixun Lin, Yanmin Shang, Yanan Cao |
| 2026 | ACL | EA-Agent: A Structured Multi-Step Reasoning Agent for Entity Alignment. | Yixuan Nan, Xixun Lin, Yanmin Shang, Ge Zhang, Zheng Fang, Fang Fang, Yanan Cao |
| 2025 | AAAI | UniFORM: Towards Unified Framework for Anomaly Detection on Graphs. | Chuancheng Song, Xixun Lin, Hanyang Shen, Yanmin Shang, Yanan Cao |
| 2025 | ECAI | RANA: Robust Active Learning for Noisy Network Alignment. | Yixuan Nan, Xixun Lin, Yanmin Shang, Zhuofan Li, Can Zhao, Yanan Cao |
| 2025 | EMNLP | Enhancing Large Language Model for Knowledge Graph Completion via Structure-Aware Alignment-Tuning. | Yu Liu, Yanan Cao, Xixun Lin, Yanmin Shang, Shi Wang, Shirui Pan |
| 2025 | ICANN | Federated Privacy-Preserving for Cross-Domain Sequential Recommendation. | Su Chen, Yan Dong, Yanmin Shang, Xiaolin Xu, Xixun Lin |
| 2025 | KDD | FairCDR: Transferring Fairness and User Preferences for Cross-Domain Recommendation. | Yongxuan Wu, Yang Liu, Xixun Lin, Hong Zhou, Yanan Cao, Lixin Zou, Yanmin Shang, Yanbing Liu |
| 2023 | WWW | Multi-Aspect Heterogeneous Graph Augmentation. | Yuchen Zhou, Yanan Cao, Yongchao Liu, Yanmin Shang, Peng Zhang, Zheng Lin, Yun Yue, Baokun Wang, Xing Fu, Weiqiang Wang |
| 2022 | ICDM | Task-level Relations Modelling for Graph Meta-learning. | Yuchen Zhou, Yanan Cao, Yanmin Shang, Chuan Zhou, Chuancheng Song, Fengzhao Shi, Qian Li |
| 2022 | WWW | H2-FDetector: A GNN-based Fraud Detector with Homophilic and Heterophilic Connections. | Fengzhao Shi, Yanan Cao, Yanmin Shang, Yuchen Zhou, Chuan Zhou, Jia Wu |
| 2021 | EMNLP | TEBNER: Domain Specific Named Entity Recognition with Type Expanded Boundary-aware Network. | Zheng Fang, Yanan Cao, Tai Li, Ruipeng Jia, Fang Fang, Yanmin Shang, Yuhai Lu |
| 2021 | ICONIP | Malicious Domain Detection on Imbalanced Data with Deep Reinforcement Learning. | Fangfang Yuan, Teng Tian, Yanmin Shang, Yuhai Lu, Yanbing Liu, Jianlong Tan |
| 2021 | PAKDD | Fake News Detection with Heterogenous Deep Graph Convolutional Network. | Zhezhou Kang, Yanan Cao, Yanmin Shang, Tao Liang, Hengzhu Tang, Lingling Tong |
| 2020 | AAAI | Type-Aware Anchor Link Prediction across Heterogeneous Networks Based on Graph Attention Network. | Xiaoxue Li, Yanmin Shang, Yanan Cao, Yangxi Li, Jianlong Tan, Yanbing Liu |
| 2020 | ICCS | DDNE: Discriminative Distance Metric Learning for Network Embedding. | Xiaoxue Li, Yangxi Li, Yanmin Shang, Lingling Tong, Fang Fang, Pengfei Yin, Jie Cheng, Jing Li |
| 2020 | ICTAI | Data Augmentation for Insider Threat Detection with GAN. | Fangfang Yuan, Yanmin Shang, Yanbing Liu, Yanan Cao, Jianlong Tan |
| 2019 | KSEM | UAFA: Unsupervised Attribute-Friendship Attention Framework for User Representation. | Yuchen Zhou, Yanmin Shang, Yaman Cao, Yanbing Liu, Jianlong Tan |
| 2018 | ICANN | Hierarchical Attention Networks for User Profile Inference in Social Media Systems. | Zhezhou Kang, Xiaoxue Li, Yanan Cao, Yanmin Shang, Yanbing Liu, Li Guo |
| 2018 | ICCS | Adversarial Reinforcement Learning for Chinese Text Summarization. | Hao Xu, Yanan Cao, Yanmin Shang, Yanbing Liu, Jianlong Tan, Li Guo |
| 2018 | ICCS | Insider Threat Detection with Deep Neural Network. | Fangfang Yuan, Yanan Cao, Yanmin Shang, Yanbing Liu, Jianlong Tan, Binxing Fang |
| 2017 | KSEM | Inferring User Profiles in Online Social Networks Based on Convolutional Neural Network. | Xiaoxue Li, Yanan Cao, Yanmin Shang, Yanbing Liu, Jianlong Tan, Li Guo |
| 2013 | ICCS | The Application of Multiple Criteria Linear Programming in Advertisement Clicking Events Prediction. | Fang Wang, Peng Zhang, Yanmin Shang, Yong Shi |
| 2013 | ISI | Behavioral targeting with social regularization. | Yanmin Shang, Peng Zhang, Yanan Cao, Li Guo |