| 2026 | AAAI | S³-MSD: Large Vision-Language Model for Explainable and Generalizable Multi-modal Sarcasm Detection. | Zhihong Zhu, Fan Zhang, Yunyan Zhang, Jinghan Sun, Guimin Hu, Hao Wu, Yuyan Chen, Bowen Xing, Xian Wu |
| 2026 | AAAI | CMID: Towards Medical Visual Question Answering via Contrastive Mutual Information Decoding. | Zhihong Zhu, Yunyan Zhang, Fan Zhang, Bowen Xing, Xian Wu |
| 2026 | ACL | Beyond Surface Features: Advancing Medical Vision-Language Alignment via Dynamic Evidence-Guided Preference Optimization. | Zixuan Huang, Zhihong Zhu, Xiaolong Liu, Yanchao Hao, Manman Zhang, Zheng Wei, Bowen Xing, Xian Wu, Ye Li, Fen Miao, Yefeng Zheng |
| 2026 | ACL | Less Languages, Less Tokens: An Efficient Unified Logic Cross-lingual Chain-of-Thought Reasoning Framework. | Chenyuan Zhang, Qiguang Chen, Xie Chen, Zhuotao Tian, Bowen Xing, Meishan Zhang, Libo Qin, Baotian Hu, Min Zhang |
| 2026 | ACL | Bridging Reasoning and Action: Hybrid LLM-RL Framework for Efficient Cross-Domain Task-Oriented Dialogue. | Yangyang Zhao, Linfan Dai, Li Cai, Bowen Xing, Libo Qin |
| 2025 | ACL | HTML: Hierarchical Topology Multi-task Learning for Semantic Parsing in Knowledge Base Question Answering. | Aziguli Wulamu, Lyu Zhengyu, Kaiyuan Gong, Yu Han, Zewen Wang, Zhihong Zhu, Bowen Xing |
| 2025 | EMNLP | RTE-GMoE: A Model-agnostic Approach for Relation Triplet Extraction via Graph-based Mixture-of-Expert Mutual Learning. | Aziguli Wulamu, Kaiyuan Gong, Lyu Zhengyu, Yu Han, Zhihong Zhu, Bowen Xing |
| 2025 | EMNLP | A Survey on Multi-modal Intent Recognition: Recent Advances and New Frontiers. | Zhihong Zhu, Fan Zhang, Yunyan Zhang, Jinghan Sun, Zhiqi Huang, Qingqing Long, Bowen Xing, Xian Wu |
| 2024 | CoRL | MaIL: Improving Imitation Learning with Selective State Space Models. | Xiaogang Jia, Qian Wang, Atalay Donat, Bowen Xing, Ge Li, Hongyi Zhou, Onur Celik, Denis Blessing, Rudolf Lioutikov, Gerhard Neumann |
| 2024 | EMNLP | DC-Instruct: An Effective Framework for Generative Multi-intent Spoken Language Understanding. | Bowen Xing, Lizi Liao, Minlie Huang, Ivor W. Tsang |
| 2023 | CIKM | MTKDN: Multi-Task Knowledge Disentanglement Network for Recommendation. | Haotian Wu, Bowen Xing, Ivor W. Tsang |
| 2022 | ACL | DARER: Dual-task Temporal Relational Recurrent Reasoning Network for Joint Dialog Sentiment Classification and Act Recognition. | Bowen Xing, Ivor W. Tsang |
| 2022 | EMNLP | Co-guiding Net: Achieving Mutual Guidances between Multiple Intent Detection and Slot Filling via Heterogeneous Semantics-Label Graphs. | Bowen Xing, Ivor W. Tsang |
| 2022 | EMNLP | Group is better than individual: Exploiting Label Topologies and Label Relations for Joint Multiple Intent Detection and Slot Filling. | Bowen Xing, Ivor W. Tsang |
| 2022 | IJCAI | Neural Subgraph Explorer: Reducing Noisy Information via Target-oriented Syntax Graph Pruning. | Bowen Xing, Ivor W. Tsang |
| 2019 | IJCAI | Earlier Attention? Aspect-Aware LSTM for Aspect-Based Sentiment Analysis. | Bowen Xing, Lejian Liao, Dandan Song, Jingang Wang, Fuzheng Zhang, Zhongyuan Wang, Heyan Huang |