| 2026 | SIGIR | KARMA: Knowledge-Action Regularized Multimodal Alignment for Personalized Search at Taobao. | Zhi Sun, Wenming Zhang, Yi Wei, Liren Yu, Zhixuan Zhang, Dan Ou, Haihong Tang |
| 2025 | AAAI | No More Tuning: Prioritized Multi-Task Learning with Lagrangian Differential Multiplier Methods. | Zhengxing Cheng, Yuheng Huang, Zhixuan Zhang, Dan Ou, Qingwen Liu |
| 2025 | QRS | A Multimodal Knowledge Graph Completion Method Based on Knowledge Supervision and Modality Consistency Evaluation. | Yanhui Zhu, Hao Chen, Qiang Liu, Zhixuan Zhang, Xujian Ying |
| 2024 | KDD | Text Matching Indexers in Taobao Search. | Sen Li, Fuyu Lv, Ruqing Zhang, Dan Ou, Zhixuan Zhang, Maarten de Rijke |
| 2024 | TrustCom | A Knowledge Graph Completion Method Based on Gated Adaptive Fusion and Conditional Generative Adversarial Networks. | Zhixuan Zhang, Yanhui Zhu, Yuezhong Wu, Fangteng Man, Hao Chen, Xujian Ying |
| 2020 | ICAART | Gated Graph Convolutional Network for Aspect-Based Sentiment Analysis Emphasizing on Relational Reasoning. | Kai Shuang, Hao Hu, Wentao Zhang, Zhixuan Zhang, Peng Xu |