| 2025 | PDCAT | Enhance Privacy Protection by Reducing Information Exchanges in Multi-agent System Consensus. | Sheng Tian, Hong Shen, Wei Ke |
| 2024 | ACIIDS | Mean-Square Consensus of Second-Order Multi-agent Systems with Semi-Markov Switching for Non-periodic DoS Attacks. | Sheng Tian, Hong Shen, Hui Tian |
| 2024 | KDD | Revisiting Modularity Maximization for Graph Clustering: A Contrastive Learning Perspective. | Yunfei Liu, Jintang Li, Yuehe Chen, Ruofan Wu, Ericbk Wang, Jing Zhou, Sheng Tian, Shuheng Shen, Xing Fu, Changhua Meng, Weiqiang Wang, Liang Chen |
| 2023 | AAAI | Towards Learning to Discover Money Laundering Sub-network in Massive Transaction Network. | Ziwei Chai, Yang Yang, Jiawang Dan, Sheng Tian, Changhua Meng, Weiqiang Wang, Yifei Sun |
| 2023 | AAAI | Scaling Up Dynamic Graph Representation Learning via Spiking Neural Networks. | Jintang Li, Zhouxin Yu, Zulun Zhu, Liang Chen, Qi Yu, Zibin Zheng, Sheng Tian, Ruofan Wu, Changhua Meng |
| 2023 | IJCAI | SAD: Semi-Supervised Anomaly Detection on Dynamic Graphs. | Sheng Tian, Jihai Dong, Jintang Li, Wenlong Zhao, Xiaolong Xu, Baokun Wang, Bowen Song, Changhua Meng, Tianyi Zhang, Liang Chen |
| 2023 | KDD | What's Behind the Mask: Understanding Masked Graph Modeling for Graph Autoencoders. | Jintang Li, Ruofan Wu, Wangbin Sun, Liang Chen, Sheng Tian, Liang Zhu, Changhua Meng, Zibin Zheng, Weiqiang Wang |
| 2021 | CIKM | Self-supervised Representation Learning on Dynamic Graphs. | Sheng Tian, Ruofan Wu, Leilei Shi, Liang Zhu, Tao Xiong |
| 2021 | ICDM | Streaming Dynamic Graph Neural Networks for Continuous-Time Temporal Graph Modeling. | Sheng Tian, Tao Xiong, Leilei Shi |
| 2021 | ICIP | Coupled Patch Similarity Network FOR One-Shot Fine-Grained Image Recognition. | Sheng Tian, Hao Tang, Longquan Dai |
| 2020 | WWW | A Generic Solver Combining Unsupervised Learning and Representation Learning for Breaking Text-Based Captchas. | Sheng Tian, Tao Xiong |
| 2011 | OZCHI | A tuplespace event model for mashups. | Sheng Tian, Gerald Weber, Christof Lutteroth |