| 2025 | CEC | An Elite-Guided Large-Scale Multi-Objective Evolutionary Algorithm Driven by Denoising Diffusion Probabilistic Models. | Tingting Dang, Wenxuan Fang, Jiaqiang Li, Qiqi Liu, Junhua Gu, Yaochu Jin |
| 2025 | IJCAI | Filling the Missings: Spatiotemporal Data Imputation by Conditional Diffusion. | Wenying He, Jieling Huang, Junhua Gu, Ji Zhang, Yude Bai |
| 2023 | ICA3PP | Distributed Task Offloading Method Based on Federated Reinforcement Learning in Vehicular Networks with Incomplete Information. | Rui Cao, Zhengchang Song, Bingxin Niu, Junhua Gu, Chunjie Li |
| 2023 | ICA3PP | A Hybrid Active and Passive Cache Method Based on Deep Learning in Edge Computing. | Zhengchang Song, Rui Cao, Bingxin Niu, Junhua Gu, Chunjie Li |
| 2023 | ICA3PP | Period Extraction for Traffic Flow Prediction. | Qingyuan Wang, Chen Chen, Long Zhang, Xiaoxuan Song, Honggang Li, Qingjie Zhao, Bingxin Niu, Junhua Gu |
| 2022 | AAAI | Self-Supervised Graph Neural Networks via Diverse and Interactive Message Passing. | Liang Yang, Cheng Chen, Weixun Li, Bingxin Niu, Junhua Gu, Chuan Wang, Dongxiao He, Yuanfang Guo, Xiaochun Cao |
| 2022 | WWW | Graph Neural Networks Beyond Compromise Between Attribute and Topology. | Liang Yang, Wenmiao Zhou, Weihang Peng, Bingxin Niu, Junhua Gu, Chuan Wang, Xiaochun Cao, Dongxiao He |
| 2021 | AAAI | Why Do Attributes Propagate in Graph Convolutional Neural Networks? | Liang Yang, Chuan Wang, Junhua Gu, Xiaochun Cao, Bingxin Niu |
| 2021 | IJCAI | Heterogeneous Graph Information Bottleneck. | Liang Yang, Fan Wu, Zichen Zheng, Bingxin Niu, Junhua Gu, Chuan Wang, Xiaochun Cao, Yuanfang Guo |
| 2020 | ICDM | Toward Unsupervised Graph Neural Network: Interactive Clustering and Embedding via Optimal Transport. | Liang Yang, Junhua Gu, Chuan Wang, Xiaochun Cao, Lu Zhai, Di Jin, Yuanfang Guo |
| 2020 | IJCAI | JANE: Jointly Adversarial Network Embedding. | Liang Yang, Yuexue Wang, Junhua Gu, Chuan Wang, Xiaochun Cao, Yuanfang Guo |
| 2020 | WWW | Graph Attention Topic Modeling Network. | Liang Yang, Fan Wu, Junhua Gu, Chuan Wang, Xiaochun Cao, Di Jin, Yuanfang Guo |
| 2019 | IJCAI | Dual Self-Paced Graph Convolutional Network: Towards Reducing Attribute Distortions Induced by Topology. | Liang Yang, Zhiyang Chen, Junhua Gu, Yuanfang Guo |
| 2019 | IJCAI | Masked Graph Convolutional Network. | Liang Yang, Fan Wu, Yingkui Wang, Junhua Gu, Yuanfang Guo |
| 2013 | ICNC | An improved harmony search algorithm for continuous optimization problems. | Jing Lu, Junhua Gu, Suqi Zhang, Zhan Jin |
| 2005 | ICITA | Application of Data Mining in Fault Diagnosis Based on Ontology. | Xiangdan Hou, Junhua Gu, Xueqin Shen, Weili Yan |
| 2002 | CEC | A heuristic ant algorithm for solving QoS multicast routing problem. | Chao-Hsien Chu, Junhua Gu, Xiangdan Hou, Qijun Gu |