School of Cybersecurity

2025

A Unified Model of Direct and Indirect Reciprocity in Multichannel Games

Shi, J., Cao, Z., Liu, J., Chu, C. & Wang, Z., 11 Apr 2025, In: Proceedings of the AAAI Conference on Artificial Intelligence. 39, 13, p. 14111-14119 9 p.

Research output: Contribution to journal › Conference article › peer-review

Backdoor Attack on Propagation-based Rumor Detectors

Jin, D., Zhang, Y., Feng, B., Wang, X., He, D. & Wang, Z., 11 Apr 2025, In: Proceedings of the AAAI Conference on Artificial Intelligence. 39, 17, p. 17680-17688 9 p.

Research output: Contribution to journal › Conference article › peer-review

Does GCL Need a Large Number of Negative Samples? Enhancing Graph Contrastive Learning with Effective and Efficient Negative Sampling

Huang, Y., Zhao, J., He, D., Jin, D., Huang, Y. & Wang, Z., 11 Apr 2025, In: Proceedings of the AAAI Conference on Artificial Intelligence. 39, 16, p. 17511-17518 8 p.

Research output: Contribution to journal › Conference article › peer-review

Graph Contrastive Learning with Joint Spectral Augmentation of Attribute and Topology

Yang, L., Li, Z., Zhuo, J., Liu, J., Ma, Z., Wang, C., Wang, Z. & Cao, X., 11 Apr 2025, In: Proceedings of the AAAI Conference on Artificial Intelligence. 39, 20, p. 21983-21991 9 p.

Research output: Contribution to journal › Conference article › peer-review

2024

Contrastive Representation for Data Filtering in Cross-Domain Offline Reinforcement Learning

Wen, X., Bai, C., Xu, K., Yu, X., Zhang, Y., Li, X. & Wang, Z., 2024, In: Proceedings of Machine Learning Research. 235, p. 52720-52743 24 p.

Research output: Contribution to journal › Conference article › peer-review

1 Scopus citations

Cooperation and Coordination in Heterogeneous Populations with Interaction Diversity

Guo, H., Wang, Z., Xing, J., Tao, P. & Shi, Y., 2024, In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS. 2024-May, p. 752-760 9 p.

Research output: Contribution to journal › Conference article › peer-review

2 Scopus citations

Customized Subgraph Selection and Encoding for Drug-drug Interaction Prediction

Du, H., Yao, Q., Zhang, J., Liu, Y. & Wang, Z., 2024, In: Advances in Neural Information Processing Systems. 37

Research output: Contribution to journal › Conference article › peer-review

1 Scopus citations

Exploitation of a Latent Mechanism in Graph Contrastive Learning: Representation Scattering

He, D., Shan, L., Zhao, J., Zhang, H., Wang, Z. & Zhang, W., 2024, In: Advances in Neural Information Processing Systems. 37

Research output: Contribution to journal › Conference article › peer-review

3 Scopus citations

Improving Graph Contrastive Learning via Adaptive Positive Sampling

Zhuo, J., Qin, F., Cui, C., Fu, K., Niu, B., Wang, M., Guo, Y., Wang, C., Wang, Z., Cao, X. & Yang, L., 2024, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 23179-23187 9 p.

Research output: Contribution to journal › Conference article › peer-review

4 Scopus citations

OVD-Explorer: Optimism Should Not Be the Sole Pursuit of Exploration in Noisy Environments

Liu, J., Wang, Z., Zheng, Y., Hao, J., Bai, C., Ye, J., Wang, Z., Piao, H. & Sun, Y., 25 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 12, p. 13954-13962 9 p.

Research output: Contribution to journal › Conference article › peer-review

Open Access

6 Scopus citations

Unified Graph Augmentations for Generalized Contrastive Learning on Graphs

Zhuo, J., Lu, Y., Ning, H., Fu, K., Niu, B., He, D., Wang, C., Guo, Y., Wang, Z., Cao, X. & Yang, L., 2024, In: Advances in Neural Information Processing Systems. 37

Research output: Contribution to journal › Conference article › peer-review

1 Scopus citations

2023

Behavior Contrastive Learning for Unsupervised Skill Discovery

Yang, R., Bai, C., Guo, H., Li, S., Zhao, B., Wang, Z., Liu, P. & Li, X., 2023, In: Proceedings of Machine Learning Research. 202, p. 39183-39204 22 p.

Research output: Contribution to journal › Conference article › peer-review

12 Scopus citations

Contrastive Learning Meets Homophily: Two Birds with One Stone

He, D., Zhao, J., Guo, R., Feng, Z., Jin, D., Huang, Y., Wang, Z. & Zhang, W., 2023, In: Proceedings of Machine Learning Research. 202, p. 12775-12789 15 p.

Research output: Contribution to journal › Conference article › peer-review

15 Scopus citations

2022

A Novel Intrusion Detection System for Next Generation In-Vehicle Networks

Deng, Z., Xun, Y., Liu, J., Li, S. & Zhao, Y., 2022, In: Proceedings - IEEE Global Communications Conference, GLOBECOM. p. 2098-2103 6 p.

Research output: Contribution to journal › Conference article › peer-review

3 Scopus citations

A Temporal-Pattern Backdoor Attack to Deep Reinforcement Learning

Yu, Y., Liu, J., Li, S., Huang, K. & Feng, X., 2022, In: Proceedings - IEEE Global Communications Conference, GLOBECOM. p. 2710-2715 6 p.

Research output: Contribution to journal › Conference article › peer-review

Open Access

7 Scopus citations

Efficient and Trusted Task Offloading in Vehicular Edge Computing Networks

Chen, X., Guo, H. & Liu, J., 2022, In: Proceedings - IEEE Global Communications Conference, GLOBECOM. p. 5201-5206 6 p.

Research output: Contribution to journal › Conference article › peer-review

2 Scopus citations

GVIDS: A Reliable Vehicle Intrusion Detection System Based on Generative Adversarial Network

Zhao, Y., Xun, Y., Liu, J. & Ma, S., 2022, In: Proceedings - IEEE Global Communications Conference, GLOBECOM. p. 4310-4315 6 p.

Research output: Contribution to journal › Conference article › peer-review

5 Scopus citations

PMIC: Improving Multi-Agent Reinforcement Learning with Progressive Mutual Information Collaboration

Li, P., Tang, H., Yang, T., Hao, X., Sang, T., Zheng, Y., Hao, J., Taylor, M. E., Tao, W. & Wang, Z., 2022, In: Proceedings of Machine Learning Research. 162, p. 12979-12997 19 p.

Research output: Contribution to journal › Conference article › peer-review