| 2026 | AAAI | Multi-knowledge Enhanced Graph Neural Network for Multi-trait Essay Scoring. | Shiman Zhao, Siyuan Liu, Zhiqi Shen |
| 2025 | ICASSP | Less is Enough: Relation Graph Guided Few-shot Learning for Multi-label Aspect Category Detection. | Shiman Zhao, Wei Chen, Tengjiao Wang, Jiahui Yao, Dawei Lu, Jiabin Zheng |
| 2025 | IJCAI | Instance Relation Learning Network with Label Knowledge Propagation for Few-shot Multi-label Intent Detection. | Shiman Zhao, Shangyuan Li, Wei Chen, Tengjiao Wang, Jiahui Yao, Jiabin Zheng, Kam-Fai Wong |
| 2025 | PRICAI | Context-Aware and Knowledge-Grounded Conversational Recommendation with Prompt Learning. | Aarushi Nema, Xin Zhou, Anna Jessica Jillella, Shiman Zhao, Siyuan Liu |
| 2023 | IJCAI | Learning Few-shot Sample-set Operations for Noisy Multi-label Aspect Category Detection. | Shiman Zhao, Wei Chen, Tengjiao Wang |
| 2022 | EMNLP | Learning Cooperative Interactions for Multi-Overlap Aspect Sentiment Triplet Extraction. | Shiman Zhao, Wei Chen, Tengjiao Wang |
| 2019 | HPCC | RTMA: Real Time Mining Algorithm for Multi-Step Attack Scenarios Reconstruction. | Yu Zhang, Shiman Zhao, Jianzhong Zhang |
| 2019 | ICPADS | STNN: A Novel TLS/SSL Encrypted Traffic Classification System Based on Stereo Transform Neural Network. | Yu Zhang, Shiman Zhao, Jianzhong Zhang, Xiaowei Ma, Feilong Huang |