Changmeng Zheng

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 18

Top Topics

Named Entity Recognition

Domain Adaptation

Relation Extraction

Question Answering

Top Venues

IEEE Trans. Circuits Syst. Video Technol.

Publications

Junhao Feng, Guohua Wang, Changmeng Zheng, Yi Cai, Ze Fu, Yaowei Wang, Xiao-Yong Wei, Qing Li
Towards Bridged Vision and Language: Learning Cross-Modal Knowledge Representation for Relation Extraction. IEEE Trans. Circuits Syst. Video Technol. 34 (1) (2024)
Changmeng Zheng, Dayong Liang, Wengyu Zhang, Xiao-Yong Wei, Tat-Seng Chua, Qing Li
A Picture Is Worth a Graph: Blueprint Debate on Graph for Multimodal Reasoning. CoRR (2024)
Changmeng Zheng, Junhao Feng, Yi Cai, Xiaoyong Wei, Qing Li
Rethinking Multimodal Entity and Relation Extraction from a Translation Point of View. ACL (1) (2023)
Jingyun Xu, Changmeng Zheng, Yi Cai, Tat-Seng Chua
Improving Named Entity Recognition via Bridge-based Domain Adaptation. ACL (Findings) (2023)
Ze Fu, Changmeng Zheng, Junhao Feng, Yi Cai, Xiao-Yong Wei, Yaowei Wang, Qing Li
DRAKE: Deep Pair-Wise Relation Alignment for Knowledge-Enhanced Multimodal Scene Graph Generation in Social Media Posts. IEEE Trans. Circuits Syst. Video Technol. 33 (7) (2023)
Ze Fu, Junhao Feng, Changmeng Zheng, Yi Cai
Knowledge-Enhanced Scene Graph Generation with Multimodal Relation Alignment (Student Abstract). AAAI (2022)
Qi Peng, Changmeng Zheng, Yi Cai, Tao Wang, Haoran Xie, Qing Li
An Entity-Aware Adversarial Domain Adaptation Network for Cross-Domain Named Entity Recognition (Student Abstract). AAAI (2021)
Ze Fu, Changmeng Zheng, Yi Cai, Qing Li, Tao Wang
Learning Modality-Invariant Features by Cross-Modality Adversarial Network for Visual Question Answering. APWeb/WAIM (1) (2021)
Changmeng Zheng, Zhiwei Wu, Junhao Feng, Ze Fu, Yi Cai
MNRE: A Challenge Multimodal Dataset for Neural Relation Extraction with Visual Evidence in Social Media Posts. ICME (2021)
Qi Peng, Changmeng Zheng, Yi Cai, Tao Wang, Haoran Xie, Qing Li
Unsupervised cross-domain named entity recognition using entity-aware adversarial training. Neural Networks 138 (2021)
Changmeng Zheng, Junhao Feng, Ze Fu, Yi Cai, Qing Li, Tao Wang
Multimodal Relation Extraction with Efficient Graph Alignment. ACM Multimedia (2021)
Changmeng Zheng, Zhiwei Wu, Tao Wang, Yi Cai, Qing Li
Object-Aware Multimodal Named Entity Recognition in Social Media Posts With Adversarial Learning. IEEE Trans. Multim. 23 (2021)
Changmeng Zheng, Qi Peng, Xuemiao Xu
Heterogenous Multi-Source Fusion for Ship Trajectory Complement and Prediction with Sequence Modeling. DSC (2020)
Zhiwei Wu, Changmeng Zheng, Yi Cai, Junying Chen, Ho-fung Leung, Qing Li
Multimodal Representation with Embedded Visual Guiding Objects for Named Entity Recognition in Social Media Posts. ACM Multimedia (2020)
Huakui Zhang, Yi Cai, Bingshan Zhu, Changmeng Zheng, Kai Yang, Raymond Chi-Wing Wong, Qing Li
Incorporating Concept Information into Term Weighting Schemes for Topic Models. DASFAA (2) (2020)
Changmeng Zheng, Yi Cai, Guanjie Zhang, Qing Li
Controllable Abstractive Sentence Summarization with Guiding Entities. COLING (2020)
Qingbao Huang, Jielong Wei, Yi Cai, Changmeng Zheng, Junying Chen, Ho-fung Leung, Qing Li
Aligned Dual Channel Graph Convolutional Network for Visual Question Answering. ACL (2020)
Changmeng Zheng, Yi Cai, Jingyun Xu, Ho-fung Leung, Guandong Xu
A Boundary-aware Neural Model for Nested Named Entity Recognition. EMNLP/IJCNLP (1) (2019)