| 2026 | AAAI | Multi-Agent Undercover Gaming: Hallucination Removal Through Counterfactual Test for Multimodal Reasoning. | Dayong Liang, Xiao-Yong Wei, Changmeng Zheng |
| 2026 | AAAI | Hybrid-DMKG: A Hybrid Reasoning Framework over Dynamic Multimodal Knowledge Graphs for Multimodal Multihop QA with Knowledge Editing. | Li Yuan, Qingfei Huang, Bingshan Zhu, Yi Cai, Qingbao Huang, Changmeng Zheng, Zikun Deng, Tao Wang |
| 2023 | ACL | Improving Named Entity Recognition via Bridge-based Domain Adaptation. | Jingyun Xu, Changmeng Zheng, Yi Cai, Tat-Seng Chua |
| 2023 | ACL | Rethinking Multimodal Entity and Relation Extraction from a Translation Point of View. | Changmeng Zheng, Junhao Feng, Yi Cai, Xiaoyong Wei, Qing Li |
| 2022 | AAAI | Knowledge-Enhanced Scene Graph Generation with Multimodal Relation Alignment (Student Abstract). | Ze Fu, Junhao Feng, Changmeng Zheng, Yi Cai |
| 2021 | AAAI | An Entity-Aware Adversarial Domain Adaptation Network for Cross-Domain Named Entity Recognition (Student Abstract). | Qi Peng, Changmeng Zheng, Yi Cai, Tao Wang, Haoran Xie, Qing Li |
| 2021 | APWEB | Learning Modality-Invariant Features by Cross-Modality Adversarial Network for Visual Question Answering. | Ze Fu, Changmeng Zheng, Yi Cai, Qing Li, Tao Wang |
| 2020 | ACL | Aligned Dual Channel Graph Convolutional Network for Visual Question Answering. | Qingbao Huang, Jielong Wei, Yi Cai, Changmeng Zheng, Junying Chen, Ho-fung Leung, Qing Li |
| 2020 | COLING | Controllable Abstractive Sentence Summarization with Guiding Entities. | Changmeng Zheng, Yi Cai, Guanjie Zhang, Qing Li |
| 2020 | DASFAA | Incorporating Concept Information into Term Weighting Schemes for Topic Models. | Huakui Zhang, Yi Cai, Bingshan Zhu, Changmeng Zheng, Kai Yang, Raymond Chi-Wing Wong, Qing Li |
| 2019 | EMNLP | A Boundary-aware Neural Model for Nested Named Entity Recognition. | Changmeng Zheng, Yi Cai, Jingyun Xu, Ho-fung Leung, Guandong Xu |