Changmeng Zheng

25 papers A* 8A 1B 1Journal 9Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Hybrid-DMKG: A Hybrid Reasoning Framework over Dynamic Multimodal Knowledge Graphs for Multimodal Multihop QA with Knowledge Editing. AAAI Li Yuan, Qingfei Huang, Bingshan Zhu, Yi Cai, Qingbao Huang, Changmeng Zheng, Zikun Deng, Tao Wang
2026	A*	`conf`	Multi-Agent Undercover Gaming: Hallucination Removal Through Counterfactual Test for Multimodal Reasoning. AAAI Dayong Liang, Xiao-Yong Wei, Changmeng Zheng
2025	J	`jnl`	Hybrid-DMKG: A Hybrid Reasoning Framework over Dynamic Multimodal Knowledge Graphs for Multimodal Multihop QA with Knowledge Editing. CoRR Li Yuan, Qingfei Huang, Bingshan Zhu, Yi Cai, Qingbao Huang, Changmeng Zheng, Zikun Deng, Tao Wang
2025	J	`jnl`	Mol-R1: Towards Explicit Long-CoT Reasoning in Molecule Discovery. CoRR Jiatong Li, Weida Wang, Qinggang Zhang, Junxian Li, Di Zhang, Changmeng Zheng, Shufei Zhang, Xiaoyong Wei, Qing Li
2025	J	`jnl`	Multi-agent Undercover Gaming: Hallucination Removal via Counterfactual Test for Multimodal Reasoning. CoRR Dayong Liang, Xiao-Yong Wei, Changmeng Zheng
2025	J	`jnl`	Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning. CoRR Dayong Liang, Changmeng Zheng, Zhiyuan Wen, Yi Cai, Xiao-Yong Wei, Qing Li
2024	A*	`conf`	A Picture Is Worth a Graph: A Blueprint Debate Paradigm for Multimodal Reasoning. ACM Multimedia Changmeng Zheng, Dayong Liang, Wengyu Zhang, Xiaoyong Wei, Tat-Seng Chua, Qing Li
2024	J	`jnl`	A Picture Is Worth a Graph: Blueprint Debate on Graph for Multimodal Reasoning. CoRR Changmeng Zheng, Dayong Liang, Wengyu Zhang, Xiao-Yong Wei, Tat-Seng Chua, Qing Li
2024	J	`jnl`	Towards Bridged Vision and Language: Learning Cross-Modal Knowledge Representation for Relation Extraction. IEEE Trans. Circuits Syst. Video Technol. Junhao Feng, Guohua Wang, Changmeng Zheng, Yi Cai, Ze Fu, Yaowei Wang, Xiao-Yong Wei, Qing Li
2023	J	`jnl`	DRAKE: Deep Pair-Wise Relation Alignment for Knowledge-Enhanced Multimodal Scene Graph Generation in Social Media Posts. IEEE Trans. Circuits Syst. Video Technol. Ze Fu, Changmeng Zheng, Junhao Feng, Yi Cai, Xiao-Yong Wei, Yaowei Wang, Qing Li
2023	—	`conf`	Improving Named Entity Recognition via Bridge-based Domain Adaptation. ACL (Findings) Jingyun Xu, Changmeng Zheng, Yi Cai, Tat-Seng Chua
2023	—	`conf`	Rethinking Multimodal Entity and Relation Extraction from a Translation Point of View. ACL (1) Changmeng Zheng, Junhao Feng, Yi Cai, Xiaoyong Wei, Qing Li
2022	A*	`conf`	Knowledge-Enhanced Scene Graph Generation with Multimodal Relation Alignment (Student Abstract). AAAI Ze Fu, Junhao Feng, Changmeng Zheng, Yi Cai
2021	A*	`conf`	An Entity-Aware Adversarial Domain Adaptation Network for Cross-Domain Named Entity Recognition (Student Abstract). AAAI Qi Peng, Changmeng Zheng, Yi Cai, Tao Wang, Haoran Xie, Qing Li
2021	—	`conf`	Learning Modality-Invariant Features by Cross-Modality Adversarial Network for Visual Question Answering. APWeb/WAIM (1) Ze Fu, Changmeng Zheng, Yi Cai, Qing Li, Tao Wang
2021	A	`conf`	MNRE: A Challenge Multimodal Dataset for Neural Relation Extraction with Visual Evidence in Social Media Posts. ICME Changmeng Zheng, Zhiwei Wu, Junhao Feng, Ze Fu, Yi Cai
2021	A*	`conf`	Multimodal Relation Extraction with Efficient Graph Alignment. ACM Multimedia Changmeng Zheng, Junhao Feng, Ze Fu, Yi Cai, Qing Li, Tao Wang
2021	J	`jnl`	Object-Aware Multimodal Named Entity Recognition in Social Media Posts With Adversarial Learning. IEEE Trans. Multim. Changmeng Zheng, Zhiwei Wu, Tao Wang, Yi Cai, Qing Li
2021	J	`jnl`	Unsupervised cross-domain named entity recognition using entity-aware adversarial training. Neural Networks Qi Peng, Changmeng Zheng, Yi Cai, Tao Wang, Haoran Xie, Qing Li
2020	A*	`conf`	Aligned Dual Channel Graph Convolutional Network for Visual Question Answering. ACL Qingbao Huang, Jielong Wei, Yi Cai, Changmeng Zheng, Junying Chen, Ho-fung Leung, Qing Li
2020	B	`conf`	Controllable Abstractive Sentence Summarization with Guiding Entities. COLING Changmeng Zheng, Yi Cai, Guanjie Zhang, Qing Li
2020	—	`conf`	Heterogenous Multi-Source Fusion for Ship Trajectory Complement and Prediction with Sequence Modeling. DSC Changmeng Zheng, Qi Peng, Xuemiao Xu
2020	—	`conf`	Incorporating Concept Information into Term Weighting Schemes for Topic Models. DASFAA (2) Huakui Zhang, Yi Cai, Bingshan Zhu, Changmeng Zheng, Kai Yang, Raymond Chi-Wing Wong, Qing Li
2020	A*	`conf`	Multimodal Representation with Embedded Visual Guiding Objects for Named Entity Recognition in Social Media Posts. ACM Multimedia Zhiwei Wu, Changmeng Zheng, Yi Cai, Junying Chen, Ho-fung Leung, Qing Li
2019	—	`conf`	A Boundary-aware Neural Model for Nested Named Entity Recognition. EMNLP/IJCNLP (1) Changmeng Zheng, Yi Cai, Jingyun Xu, Ho-fung Leung, Guandong Xu