| 2026 | AAAI | Ellipsoid-Based Decision Boundaries for Open Intent Classification. | Yuetian Zou, Hanlei Zhang, Hua Xu, Songze Li, Long Xiao |
| 2025 | EMNLP | LLM-Guided Semantic Relational Reasoning for Multimodal Intent Recognition. | Qianrui Zhou, Hua Xu, Yifan Wang, Xinzhi Dong, Hanlei Zhang |
| 2025 | NDSS | BARBIE: Robust Backdoor Detection Based on Latent Separability. | Hanlei Zhang, Yijie Bai, Yanjiao Chen, Zhongming Ma, Wenyuan Xu |
| 2024 | AAAI | Token-Level Contrastive Learning with Modality-Aware Prompting for Multimodal Intent Recognition. | Qianrui Zhou, Hua Xu, Hao Li, Hanlei Zhang, Xiaohan Zhang, Yifan Wang, Kai Gao |
| 2024 | ACL | Unsupervised Multimodal Clustering for Semantics Discovery in Multimodal Utterances. | Hanlei Zhang, Hua Xu, Fei Long, Xin Wang, Kai Gao |
| 2024 | ICLR | MIntRec2.0: A Large-scale Benchmark Dataset for Multimodal Intent Recognition and Out-of-scope Detection in Conversations. | Hanlei Zhang, Xin Wang, Hua Xu, Qianrui Zhou, Kai Gao, Jianhua Su, Jinyue Zhao, Wenrui Li, Yanting Chen |
| 2023 | WCNC | DDS: An Auction Based on a Variant of Data Shapley for Federated Learning. | Hanlei Zhang, Meng Xue, Yanjiao Chen |
| 2021 | AAAI | Deep Open Intent Classification with Adaptive Decision Boundary. | Hanlei Zhang, Hua Xu, Ting-En Lin |
| 2021 | AAAI | Discovering New Intents with Deep Aligned Clustering. | Hanlei Zhang, Hua Xu, Ting-En Lin, Rui Lyu |
| 2021 | ACL | TEXTOIR: An Integrated and Visualized Platform for Text Open Intent Recognition. | Hanlei Zhang, Xiaoteng Li, Hua Xu, Panpan Zhang, Kang Zhao, Kai Gao |
| 2020 | AAAI | Constrained Self-Supervised Clustering for Discovering New Intents (Student Abstract). | Ting-En Lin, Hua Xu, Hanlei Zhang |
| 2020 | AAAI | Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement. | Ting-En Lin, Hua Xu, Hanlei Zhang |