Changmeng Zheng

According to our database, Changmeng Zheng authored at least 19 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Towards Bridged Vision and Language: Learning Cross-Modal Knowledge Representation for Relation Extraction.

Junhao Feng, Guohua Wang, Changmeng Zheng, Yi Cai, Ze Fu, Yaowei Wang, Xiao-Yong Wei, Qing Li

IEEE Trans. Circuits Syst. Video Technol., January, 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

CoRR, 2024

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

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

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, Xiao-Yong Wei, Yaowei Wang, Qing Li

IEEE Trans. Circuits Syst. Video Technol., July, 2023

Rethinking Multimodal Entity and Relation Extraction from a Translation Point of View.

Changmeng Zheng, Junhao Feng, Yi Cai, Xiaoyong Wei, Qing Li

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Improving Named Entity Recognition via Bridge-based Domain Adaptation.

Jingyun Xu, Changmeng Zheng, Yi Cai, Tat-Seng Chua

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Knowledge-Enhanced Scene Graph Generation with Multimodal Relation Alignment (Student Abstract).

Ze Fu, Junhao Feng, Changmeng Zheng, Yi Cai

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Object-Aware Multimodal Named Entity Recognition in Social Media Posts With Adversarial Learning.

Changmeng Zheng, Zhiwei Wu, Tao Wang, Yi Cai, Qing Li

IEEE Trans. Multim., 2021

Unsupervised cross-domain named entity recognition using entity-aware adversarial training.

Qi Peng, Changmeng Zheng, Yi Cai, Tao Wang, Haoran Xie, Qing Li

Neural Networks, 2021

Multimodal Relation Extraction with Efficient Graph Alignment.

Changmeng Zheng, Junhao Feng, Ze Fu, Yi Cai, Qing Li, Tao Wang

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 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

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Learning Modality-Invariant Features by Cross-Modality Adversarial Network for Visual Question Answering.

Ze Fu, Changmeng Zheng, Yi Cai, Qing Li, Tao Wang

Proceedings of the Web and Big Data - 5th International Joint Conference, 2021

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

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Multimodal Representation with Embedded Visual Guiding Objects for Named Entity Recognition in Social Media Posts.

Zhiwei Wu, Changmeng Zheng, Yi Cai, Junying Chen, Ho-fung Leung, Qing Li

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Heterogenous Multi-Source Fusion for Ship Trajectory Complement and Prediction with Sequence Modeling.

Changmeng Zheng, Qi Peng, Xuemiao Xu

Proceedings of the 5th IEEE International Conference on Data Science in Cyberspace, 2020

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

Proceedings of the Database Systems for Advanced Applications, 2020

Controllable Abstractive Sentence Summarization with Guiding Entities.

Changmeng Zheng, Yi Cai, Guanjie Zhang, Qing Li

Proceedings of the 28th International Conference on Computational Linguistics, 2020

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

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

A Boundary-aware Neural Model for Nested Named Entity Recognition.

Changmeng Zheng, Yi Cai, Jingyun Xu, Ho-fung Leung, Guandong Xu

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019