| 2025 | AAAI | Unlocking the Potential of Black-box Pre-trained GNNs for Graph Few-shot Learning. | Qiannan Zhang, Shichao Pei, Yuan Fang, Xiangliang Zhang |
| 2025 | ECAI | Edge-Centric Heterogeneous Graph Transformer with Vector-Quantized Memory. | Qiannan Zhang, Shichao Pei |
| 2025 | ICLR | Injecting Universal Jailbreak Backdoors into LLMs in Minutes. | Zhuowei Chen, Qiannan Zhang, Shichao Pei |
| 2024 | CIKM | Learning from Novel Knowledge: Continual Few-shot Knowledge Graph Completion. | Zhuofeng Li, Haoxiang Zhang, Qiannan Zhang, Ziyi Kou, Shichao Pei |
| 2023 | AAAI | Cross-Domain Few-Shot Graph Classification with a Reinforced Task Coordinator. | Qiannan Zhang, Shichao Pei, Qiang Yang, Chuxu Zhang, Nitesh V. Chawla, Xiangliang Zhang |
| 2023 | ACL | Few-shot Low-resource Knowledge Graph Completion with Reinforced Task Generation. | Shichao Pei, Qiannan Zhang, Xiangliang Zhang |
| 2023 | KDD | Counterfactual Learning on Heterogeneous Graphs with Greedy Perturbation. | Qiang Yang, Changsheng Ma, Qiannan Zhang, Xin Gao, Chuxu Zhang, Xiangliang Zhang |
| 2023 | KDD | Few-shot Low-resource Knowledge Graph Completion with Multi-view Task Representation Generation. | Shichao Pei, Ziyi Kou, Qiannan Zhang, Xiangliang Zhang |
| 2023 | SMC | Online Product Pricing Research Considering Price Anchoring and Online Reviews. | Xuwang Liu, Qiannan Zhang, Wei Qi, Xiwang Guo, Jiacun Wang, Ying Tang |
| 2023 | WSDM | Interpretable Research Interest Shift Detection with Temporal Heterogeneous Graphs. | Qiang Yang, Changsheng Ma, Qiannan Zhang, Xin Gao, Chuxu Zhang, Xiangliang Zhang |
| 2022 | KDD | Few-shot Heterogeneous Graph Learning via Cross-domain Knowledge Transfer. | Qiannan Zhang, Xiaodong Wu, Qiang Yang, Chuxu Zhang, Xiangliang Zhang |
| 2022 | WSDM | Interpretable Relation Learning on Heterogeneous Graphs. | Qiang Yang, Qiannan Zhang, Chuxu Zhang, Xiangliang Zhang |
| 2022 | SDM | HG-Meta: Graph Meta-learning over Heterogeneous Graphs. | Qiannan Zhang, Xiaodong Wu, Qiang Yang, Chuxu Zhang, Xiangliang Zhang |
| 2020 | WSDM | Recurrent Attention Walk for Semi-supervised Classification. | Uchenna Akujuobi, Qiannan Zhang, Yufei Han, Xiangliang Zhang |
| 2019 | ICDM | Collaborative Graph Walk for Semi-Supervised Multi-label Node Classification. | Uchenna Akujuobi, Yufei Han, Qiannan Zhang, Xiangliang Zhang |
| 2019 | ICNC | Fusion CNN Based on Feature Selection for Crime Scene Investigation Image Classification. | Qiannan Zhang, Ying Liu, Fuping Wang, Jin Lu, Daxiang Li |
| 2013 | COMPSAC | An LOF-Based Adaptive Anomaly Detection Scheme for Cloud Computing. | Tian Huang, Yan Zhu, Qiannan Zhang, Yongxin Zhu, Dongyang Wang, Meikang Qiu, Lei Liu |
| 2013 | COMPSAC | A Multi-order Markov Chain Based Scheme for Anomaly Detection. | Wenyao Sha, Yongxin Zhu, Tian Huang, Meikang Qiu, Yan Zhu, Qiannan Zhang |
| 2013 | ICTAI | An Intelligent Anomaly Detection and Reasoning Scheme for VM Live Migration via Cloud Data Mining. | Qiannan Zhang, Yafei Wu, Tian Huang, Yongxin Zhu |