| 2026 | KSEM | IFHAGrec: Instruction-Finetuned Heterogeneous-Aware Graph Neural Network for Temporally Weighted Recommendation Model. | Hongrui Wang, Shanchuan Yu, Xiaoyan Zhu, Guangtao Wang, Jiayin Wang, Jiaxuan Li, Jindong Jiang |
| 2022 | ACL | Improving Time Sensitivity for Question Answering over Temporal Knowledge Graphs. | Chao Shang, Guangtao Wang, Peng Qi, Jing Huang |
| 2021 | IJCAI | Multi-hop Attention Graph Neural Networks. | Guangtao Wang, Rex Ying, Jing Huang, Jure Leskovec |
| 2021 | IJCNN | Inductive Learning on Commonsense Knowledge Graph Completion. | Bin Wang, Guangtao Wang, Jing Huang, Jiaxuan You, Jure Leskovec, C.-C. Jay Kuo |
| 2021 | NAACL | Graph Ensemble Learning over Multiple Dependency Trees for Aspect-level Sentiment Classification. | Xiaochen Hou, Peng Qi, Guangtao Wang, Rex Ying, Jing Huang, Xiaodong He, Bowen Zhou |
| 2020 | AAAI | Select, Answer and Explain: Interpretable Multi-Hop Reading Comprehension over Multiple Documents. | Ming Tu, Kevin Huang, Guangtao Wang, Jing Huang, Xiaodong He, Bowen Zhou |
| 2020 | ACL | Orthogonal Relation Transforms with Graph Context Modeling for Knowledge Graph Embedding. | Yun Tang, Jing Huang, Guangtao Wang, Xiaodong He, Bowen Zhou |
| 2020 | ICLR | Improving Neural Language Generation with Spectrum Control. | Lingxiao Wang, Jing Huang, Kevin Huang, Ziniu Hu, Guangtao Wang, Quanquan Gu |
| 2019 | ACL | Multi-hop Reading Comprehension across Multiple Documents by Reasoning over Heterogeneous Graphs. | Ming Tu, Guangtao Wang, Jing Huang, Yun Tang, Xiaodong He, Bowen Zhou |
| 2018 | AAAI | Margin Based PU Learning. | Tieliang Gong, Guangtao Wang, Jieping Ye, Zongben Xu, Ming Lin |
| 2017 | ICDM | Robust Self-Tuning Sparse Subspace Clustering. | Guangtao Wang, Jiayu Zhou, Jingjie Ni, Tingjin Luo, Wei Long, Hai Zhen, Gao Cong, Jieping Ye |
| 2017 | KDD | Functional Annotation of Human Protein Coding Isoforms via Non-convex Multi-Instance Learning. | Tingjin Luo, Weizhong Zhang, Shang Qiu, Yang Yang, Dongyun Yi, Guangtao Wang, Jieping Ye, Jie Wang |
| 2017 | PAKDD | Unsupervised Embedding for Latent Similarity by Modeling Heterogeneous MOOC Data. | Zhuoxuan Jiang, Shanshan Feng, Weizheng Chen, Guangtao Wang, Xiaoming Li |
| 2017 | QRS | Predicting Bugs in Software Code Changes Using Isolation Forest. | Yueyang He, Xiaoyan Zhu, Guangtao Wang, Heli Sun, Yong Wang |
| 2016 | ADMA | Single Classifier Selection for Ensemble Learning. | Guangtao Wang, Xiaomei Yang, Xiaoyan Zhu |
| 2012 | PAKDD | Selecting Feature Subset via Constraint Association Rules. | Guangtao Wang, Qinbao Song |