A Boundary-aware Neural Model for Nested Named Entity Recognition. - Changmeng Zheng; Yi Cai 001; Jingyun Xu; Ho-fung Leung; Guandong Xu (EMNLP/IJCNLP (1), 2019)

Aligned Dual Channel Graph Convolutional Network for Visual Question Answering. - Qingbao Huang; Jielong Wei; Yi Cai 001; Changmeng Zheng; Junying Chen; Ho-fung Leung; Qing Li 001 (ACL, 2020)

Controllable Abstractive Sentence Summarization with Guiding Entities. - Changmeng Zheng; Yi Cai 001; Guanjie Zhang; Qing Li 001 (COLING, 2020)

Incorporating Concept Information into Term Weighting Schemes for Topic Models. - Huakui Zhang; Yi Cai 001; Bingshan Zhu; Changmeng Zheng; Kai Yang 007; Raymond Chi-Wing Wong; Qing Li 001 (DASFAA (2), 2020)

Heterogenous Multi-Source Fusion for Ship Trajectory Complement and Prediction with Sequence Modeling. - Changmeng Zheng; Qi Peng; Xuemiao Xu (DSC, 2020)

Multimodal Representation with Embedded Visual Guiding Objects for Named Entity Recognition in Social Media Posts. - Zhiwei Wu; Changmeng Zheng; Yi Cai 001; Junying Chen; Ho-fung Leung; Qing Li 001 (ACM Multimedia, 2020)

An Entity-Aware Adversarial Domain Adaptation Network for Cross-Domain Named Entity Recognition (Student Abstract). - Qi Peng; Changmeng Zheng; Yi Cai 001; Tao Wang 036; Haoran Xie 001; Qing Li 001 (AAAI, 2021)

Learning Modality-Invariant Features by Cross-Modality Adversarial Network for Visual Question Answering. - Ze Fu; Changmeng Zheng; Yi Cai 001; Qing Li 001; Tao Wang 036 (APWeb/WAIM (1), 2021)

MNRE: A Challenge Multimodal Dataset for Neural Relation Extraction with Visual Evidence in Social Media Posts. - Changmeng Zheng; Zhiwei Wu; Junhao Feng; Ze Fu; Yi Cai 001 (ICME, 2021)

Multimodal Relation Extraction with Efficient Graph Alignment. - Changmeng Zheng; Junhao Feng; Ze Fu; Yi Cai 001; Qing Li 001; Tao Wang 036 (ACM Multimedia, 2021)

Unsupervised cross-domain named entity recognition using entity-aware adversarial training. - Qi Peng; Changmeng Zheng; Yi Cai 001; Tao Wang 036; Haoran Xie 001; Qing Li 001 (Neural Networks, 2021)

Object-Aware Multimodal Named Entity Recognition in Social Media Posts With Adversarial Learning. - Changmeng Zheng; Zhiwei Wu; Tao Wang 036; Yi Cai 001; Qing Li 001 (IEEE Trans. Multim., 2021)

Knowledge-Enhanced Scene Graph Generation with Multimodal Relation Alignment (Student Abstract). - Ze Fu; Junhao Feng; Changmeng Zheng; Yi Cai 001 (AAAI, 2022)

Improving Named Entity Recognition via Bridge-based Domain Adaptation. - Jingyun Xu; Changmeng Zheng; Yi Cai 001; Tat-Seng Chua (ACL (Findings), 2023)

Rethinking Multimodal Entity and Relation Extraction from a Translation Point of View. - Changmeng Zheng; Junhao Feng; Yi Cai 001; Xiaoyong Wei; Qing Li 001 (ACL (1), 2023)

DRAKE: Deep Pair-Wise Relation Alignment for Knowledge-Enhanced Multimodal Scene Graph Generation in Social Media Posts. - Ze Fu; Changmeng Zheng; Junhao Feng; Yi Cai 001; Xiao-Yong Wei; Yaowei Wang 001; Qing Li 001 (IEEE Trans. Circuits Syst. Video Technol., 2023)

A Picture Is Worth a Graph: A Blueprint Debate Paradigm for Multimodal Reasoning. - Changmeng Zheng; Dayong Liang; Wengyu Zhang; Xiaoyong Wei; Tat-Seng Chua; Qing Li 001 (ACM Multimedia, 2024)

A Picture Is Worth a Graph: Blueprint Debate on Graph for Multimodal Reasoning. - Changmeng Zheng; Dayong Liang; Wengyu Zhang; Xiao-Yong Wei; Tat-Seng Chua; Qing Li 001 (CoRR, 2024)

Towards Bridged Vision and Language: Learning Cross-Modal Knowledge Representation for Relation Extraction. - Junhao Feng; Guohua Wang; Changmeng Zheng; Yi Cai 001; Ze Fu; Yaowei Wang 001; Xiao-Yong Wei; Qing Li 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning. - Dayong Liang; Changmeng Zheng; Zhiyuan Wen; Yi Cai 001; Xiao-Yong Wei; Qing Li 001 (CoRR, 2025)

Mol-R1: Towards Explicit Long-CoT Reasoning in Molecule Discovery. - Jiatong Li 003; Weida Wang; Qinggang Zhang; Junxian Li 001; Di Zhang; Changmeng Zheng; Shufei Zhang; Xiaoyong Wei; Qing Li 001 (CoRR, 2025)