| 2026 | AAAI | VCGD: Visual Clue Guided Decoding with Caption Model for Mitigating Hallucination in Multimodal Large Language Models. | Guoqing Chen, Fu Zhang, Bingqian Liu, Chenglong Lu, Jingwei Cheng |
| 2026 | AAAI | A Boundary Token Graph for Zero-Shot Relation Triplet Extraction Involving Discontinuous Entities. | Kailun Lyu, Zehan Li, Fu Zhang, Jingwei Cheng |
| 2026 | ACL | Zero-shot Jianzi Recognition as Structured Visual Information Extraction in Open Compositional Symbolic Systems. | Zehan Li, Fu Zhang, Zhijun Liu, Jingwei Cheng |
| 2026 | ACL | From Local Perspective to Global Reasoning: A Neuro-Symbolic Framework for Zero-Shot Relation Extraction. | Kailun Lyu, Fu Zhang, Zehan Li, Jingwei Cheng |
| 2026 | ACL | Critic Rule Induction: Improving Temporal Knowledge Graph Forecasting with Generator-Critic Language Models. | Yingsong Ning, Fu Zhang, Jingwei Cheng, Jiashun Peng, Xiaoke Wang |
| 2026 | ACL | Not All Modalities at Once: Dynamic Dropout and Bidirectional Fusion for Robust Multi-modal Knowledge Graph Completion. | Jiashun Peng, Fu Zhang, Hongzhi Chen, Jingwei Cheng, Yingsong Ning, Xiaoke Wang |
| 2026 | ACL | ATGL: An Adaptive-Threshold Global Loss for Document-level Relation Extraction. | Huangming Xu, Fu Zhang, Zhixuan Yang, Lu Zhang, Jingwei Cheng |
| 2026 | ACL | DEBAR: Mitigating Contextual Bias in Cross-Document Relation Extraction via Dual-Stream Decoupling. | Zhixuan Yang, Fu Zhang, Huangming Xu, Jingwei Cheng |
| 2025 | ACL | Document-Level Relation Extraction with Global Relations and Entity Pair Reasoning. | Fu Zhang, Yi Yan, Jingwei Cheng |
| 2025 | ACL | EasyEA: Large Language Model is All You Need in Entity Alignment Between Knowledge Graphs. | Jingwei Cheng, Chenglong Lu, Linyan Yang, Guoqing Chen, Fu Zhang |
| 2025 | ACL | Probing Relative Interaction and Dynamic Calibration in Multi-modal Entity Alignment. | Chenxiao Li, Jingwei Cheng, Qiang Tong, Fu Zhang, Cairui Wang |
| 2025 | ACL | An Adaptive Multi-Threshold Loss and a General Framework for Collaborating Losses in Document-Level Relation Extraction. | Huangming Xu, Fu Zhang, Jingwei Cheng |
| 2025 | ACL | MWPO: Enhancing LLMs Performance through Multi-Weight Preference Strength and Length Optimization. | Shiyue Xu, Fu Zhang, Jingwei Cheng, Linfeng Zhou |
| 2025 | COLING | SGMEA: Structure-Guided Multimodal Entity Alignment. | Jingwei Cheng, Mingxiao Guo, Fu Zhang |
| 2025 | COLING | RRHF-V: Ranking Responses to Mitigate Hallucinations in Multimodal Large Language Models with Human Feedback. | Guoqing Chen, Fu Zhang, Jinghao Lin, Chenglong Lu, Jingwei Cheng |
| 2025 | COLING | Exploring the Impacts of Feature Fusion Strategy in Multi-modal Entity Alignment. | Chenxiao Li, Jingwei Cheng, Qiang Tong, Fu Zhang |
| 2025 | COLING | Re-Cent: A Relation-Centric Framework for Joint Zero-Shot Relation Triplet Extraction. | Zehan Li, Fu Zhang, Kailun Lyu, Jingwei Cheng, Tianyue Peng |
| 2025 | COLING | DAEA: Enhancing Entity Alignment in Real-World Knowledge Graphs Through Multi-Source Domain Adaptation. | Linyan Yang, Shiqiao Zhou, Jingwei Cheng, Fu Zhang, Jizheng Wan, Shuo Wang, Mark Lee |
| 2025 | COLING | CE-DA: Custom Embedding and Dynamic Aggregation for Zero-Shot Relation Extraction. | Fu Zhang, He Liu, Zehan Li, Jingwei Cheng |
| 2025 | DASFAA | A Dual-Task Learning Model for Temporal Knowledge Graph Entity Alignment. | Jingwei Cheng, Xihao Wang, Fu Zhang |
| 2025 | EMNLP | Capturing Latent Modal Association For Multimodal Entity Alignment. | Yongquan Ji, Jingwei Cheng, Fu Zhang, Chenglong Lu |
| 2025 | EMNLP | Multi-Frequency Contrastive Decoding: Alleviating Hallucinations for Large Vision-Language Models. | Bingqian Liu, Fu Zhang, Guoqing Chen, Jingwei Cheng |
| 2025 | EMNLP | ET-MIER: Entity Type-guided Key Mention Identification and Evidence Retrieval for Document-level Relation Extraction. | Xin Li, Huangming Xu, Fu Zhang, Jingwei Cheng |
| 2025 | EMNLP | Generation-Augmented Retrieval: Rethinking the Role of Large Language Models in Zero-Shot Relation Extraction. | Zehan Li, Fu Zhang, Tianyue Peng, He Liu, Jingwei Cheng |
| 2025 | EMNLP | Frame First, Then Extract: A Frame-Semantic Reasoning Pipeline for Zero-Shot Relation Triplet Extraction. | Zehan Li, Fu Zhang, Wenqing Zhang, Jiawei Li, Zhou Li, Jingwei Cheng, Tianyue Peng |
| 2025 | EMNLP | Breaking the Noise Barrier: LLM-Guided Semantic Filtering and Enhancement for Multi-Modal Entity Alignment. | Chenglong Lu, Chenxiao Li, Jingwei Cheng, Yongquan Ji, Guoqing Chen, Fu Zhang |
| 2025 | EMNLP | DLTKG: Denoising Logic-based Temporal Knowledge Graph Reasoning. | Xiaoke Wang, Fu Zhang, Jingwei Cheng, Yiwen Chi, Jiashun Peng, Yingsong Ning |
| 2025 | EMNLP | SRM-LLM: Semantic Relationship Mining with LLMs for Temporal Knowledge Graph Extrapolation. | Fu Zhang, Panfeng Zhang, Jingwei Cheng |
| 2025 | IJCAI | ARPDL: Adaptive Relational Prior Distribution Loss as an Adapter for Document-Level Relation Extraction. | Huangming Xu, Fu Zhang, Jingwei Cheng, Xin Li |
| 2025 | NAACL | Rethinking the Role of LLMs for Document-level Relation Extraction: a Refiner with Task Distribution and Probability Fusion. | Fu Zhang, Xinlong Jin, Jingwei Cheng, Hongsen Yu, Huangming Xu |
| 2025 | NAACL | Entity Pair-guided Relation Summarization and Retrieval in LLMs for Document-level Relation Extraction. | Fu Zhang, Hongsen Yu, Jingwei Cheng, Huangming Xu |
| 2024 | ACL | AlignRE: An Encoding and Semantic Alignment Approach for Zero-Shot Relation Extraction. | Zehan Li, Fu Zhang, Jingwei Cheng |
| 2024 | EMNLP | SRF: Enhancing Document-Level Relation Extraction with a Novel Secondary Reasoning Framework. | Fu Zhang, Qi Miao, Jingwei Cheng, Hongsen Yu, Yi Yan, Xin Li, Yongxue Wu |
| 2024 | EMNLP | NALA: an Effective and Interpretable Entity Alignment Method. | Chuanhao Xu, Jingwei Cheng, Fu Zhang |
| 2024 | EMNLP | Advancing Cross-Lingual Entity Alignment with Large Language Models: Tailored Sample Segmentation and Zero-Shot Prompts. | Linyan Yang, Jingwei Cheng, Fu Zhang |
| 2024 | EMNLP | ATAP: Automatic Template-Augmented Commonsense Knowledge Graph Completion via Pre-Trained Language Models. | Fu Zhang, Yifan Ding, Jingwei Cheng |
| 2024 | EMNLP | SALMON: A Structure-Aware Language Model with logicality and densification strategy for Temporal Knowledge Graph Reasoning. | Fu Zhang, Jinghao Lin, Jingwei Cheng |
| 2024 | ICASSP | Attr-Int: A Simple and Effective Entity Alignment Framework for Heterogeneous Knowledge Graphs. | Linyan Yang, Jingwei Cheng, Chuanhao Xu, Xihao Wang, Jiayi Li, Fu Zhang |
| 2023 | ECAI | Multi-Aspect Enhanced Convolutional Neural Networks for Knowledge Graph Completion. | Fu Zhang, Pengpeng Qiu, Tong Shen, Jingwei Cheng |
| 2019 | IDEAL | Representation Learning of Knowledge Graphs with Multi-scale Capsule Network. | Jingwei Cheng, Zhi Yang, Jinming Dang, Chunguang Pan, Fu Zhang |
| 2011 | DEXA | Storing Fuzzy Ontology in Fuzzy Relational Database. | Fu Zhang, Zong Min Ma, Li Yan, Jingwei Cheng |
| 2011 | SAC | Knowledge representation and reasoning of XML with ontology. | Fu Zhang, Li Yan, Zong Min Ma, Jingwei Cheng |
| 2010 | DEXA | f-SPARQL: A Flexible Extension of SPARQL. | Jingwei Cheng, Zong Min Ma, Li Yan |
| 2009 | CIKM | Fuzzy semantic web ontology learning from fuzzy UML model. | Fu Zhang, Zong Min Ma, Jingwei Cheng, Xiangfu Meng |
| 2009 | DEXA | Deciding Query Entailment in Fuzzy Description Logic Knowledge Bases. | Jingwei Cheng, Zong Min Ma, Fu Zhang, Xing Wang |