Wen Zhang 0015 - researchr alias

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2025

Noise-powered Multi-modal Knowledge Graph Representation FrameworkZhuo Chen 0007, Yin Fang, Yichi Zhang 0009, Lingbing Guo, Jiaoyan Chen 0001, Jeff Z. Pan, Huajun Chen, Wen Zhang 0015. COLING 2025: 141-155 [doi]

Knowledge Graphs for Multi-modal Learning: Survey and PerspectiveZhuo Chen 0007, Yichi Zhang 0009, Yin Fang, Yuxia Geng, Lingbing Guo, Jiaoyan Chen 0001, Xiaoze Liu, Jeff Z. Pan, Ningyu Zhang 0001, Huajun Chen, Wen Zhang 0015. inffus, 121:103124, 2025. [doi]

Multiple Heads are Better than One: Mixture of Modality Knowledge Experts for Entity Representation LearningYichi Zhang 0009, Zhuo Chen 0007, Lingbing Guo, Yajing Xu, Binbin Hu, Ziqi Liu, Wen Zhang 0015, Huajun Chen. iclr 2025: [doi]

Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and RethinkingYichi Zhang 0009, Zhuo Chen 0007, Lingbing Guo, Yajing Xu, Shaokai Chen, Mengshu Sun, Binbin Hu, Zhiqiang Zhang 0012, Lei Liang 0002, Wen Zhang 0015, Huajun Chen. acl 2025: 2210-2226 [doi]

Knowledge Graph Pooling and Unpooling for Concept AbstractionJuan Li 0010, Wen Zhang 0015, Zhiqiang Liu, Mingchen Tu, Mingyang Chen, Ningyu Zhang 0001, Shijian Li. COLING 2025: 5364-5374 [doi]

TrustUQA: A Trustful Framework for Unified Structured Data Question AnsweringWen Zhang 0015, Long Jin, Yushan Zhu, Jiaoyan Chen 0001, Zhiwei Huang, Junjie Wang, Yin-Hua, Lei Liang 0002, Huajun Chen. AAAI 2025: 25931-25939 [doi]

Prompting disentangled embeddings for knowledge graph completion with pre-trained language modelYuxia Geng, Jiaoyan Chen 0001, Yuhang Zeng, Zhuo Chen 0007, Wen Zhang 0015, Jeff Z. Pan, Yuxiang Wang 0001, Xiaoliang Xu. eswa, 268:126175, 2025. [doi]

K-ON: Stacking Knowledge on the Head Layer of Large Language ModelLingbing Guo, Yichi Zhang 0009, Zhongpu Bo, Zhuo Chen 0007, Mengshu Sun, Zhiqiang Zhang 0012, Wen Zhang 0015, Huajun Chen. AAAI 2025: 11745-11753 [doi]

OntoTune: Ontology-Driven Self-training for Aligning Large Language ModelsZhiqiang Liu, Chengtao Gan, Junjie Wang, Yichi Zhang 0009, Zhongpu Bo, Mengshu Sun, Huajun Chen, Wen Zhang 0015. WWW 2025: 119-133 [doi]

Structure-Aware Transformer for hyper-relational knowledge graph completionJunjie Wang, Huajun Chen, Wen Zhang 0015. eswa, 277:126992, 2025. [doi]

Beyond Completion: A Foundation Model for General Knowledge Graph ReasoningYin-Hua, Zhiqiang Liu, Mingyang Chen, Zheng Fang, Chi-Man Wong, Lingxiao Li, Chi-Man Vong, Huajun Chen, Wen Zhang 0015. acl 2025: 20396-20412 [doi]

Croppable Knowledge Graph EmbeddingYushan Zhu, Wen Zhang 0015, Zhiqiang Liu, Mingyang Chen, Lei Liang 0002, Huajun Chen. acl 2025: 11818-11835 [doi]

2024

Making Large Language Models Perform Better in Knowledge Graph CompletionYichi Zhang 0009, Zhuo Chen 0007, Lingbing Guo, Yajing Xu, Wen Zhang 0015, Huajun Chen. mm 2024: 233-242 [doi]

Unleashing the Power of Imbalanced Modality Information for Multi-modal Knowledge Graph CompletionYichi Zhang 0009, Zhuo Chen 0007, Lei Liang, Huajun Chen, Wen Zhang 0015. COLING 2024: 17120-17130 [doi]

Knowledge Graph Reasoning with Logics and Embeddings: Survey and PerspectiveWen Zhang 0015, Jiaoyan Chen 0001, Juan Li 0010, Zezhong Xu, Jeff Z. Pan, Huajun Chen. icbk 2023: 492-499 [doi]

Start From Zero: Triple Set Prediction for Automatic Knowledge Graph CompletionWen Zhang 0015, Yajing Xu, Peng Ye, Zhiwei Huang, Zezhong Xu, Jiaoyan Chen 0001, Jeff Z. Pan, Huajun Chen. tkde, 36(11):7087-7101, November 2024. [doi]

Revisit and Outstrip Entity Alignment: A Perspective of Generative ModelsLingbing Guo, Zhuo Chen 0007, Jiaoyan Chen 0001, Yin Fang, Wen Zhang 0015, Huajun Chen. iclr 2024: [doi]

Distributed representations of entities in open-world knowledge graphsLingbing Guo, Zhuo Chen 0007, Jiaoyan Chen, Yichi Zhang 0009, Zequn Sun, Zhongpu Bo, Yin Fang, Xiaoze Liu, Huajun Chen, Wen Zhang 0015. kbs, 290:111582, 2024. [doi]

Structure-CLIP: Towards Scene Graph Knowledge to Enhance Multi-Modal Structured RepresentationsYufeng Huang, Jiji Tang, Zhuo Chen, Rongsheng Zhang, Xinfeng Zhang, Weijie Chen, Zeng Zhao, Zhou Zhao, Tangjie Lv, Zhipeng Hu, Wen Zhang 0015. AAAI 2024: 2417-2425 [doi]

Neural axiom network for knowledge graph reasoningJuan Li, Xiangnan Chen, Hongtao Yu, Jiaoyan Chen, Wen Zhang 0015. semweb, 15(3):777-792, 2024. [doi]

Know Your Needs Better: Towards Structured Understanding of Marketer Demands with Analogical Reasoning Augmented LLMsJunjie Wang, Dan Yang, Binbin Hu, Yue Shen, Wen Zhang 0015, Jinjie Gu. kdd 2024: 5860-5871 [doi]

Learning to Plan for Retrieval-Augmented Large Language Models from Knowledge GraphsJunjie Wang, Mingyang Chen, Binbin Hu, Dan Yang, Ziqi Liu, Yue Shen, Peng Wei, Zhiqiang Zhang 0012, Jinjie Gu, Jun Zhou 0011, Jeff Z. Pan, Wen Zhang 0015, Huajun Chen. emnlp 2024: 7813-7835 [doi]

Billion-scale pre-trained knowledge graph model for conversational chatbotChi-Man Wong, Fan Feng, Wen Zhang 0015, Huajun Chen, Chi-Man Vong, Chuangquan Chen. ijon, 606:128353, 2024. [doi]

Prompt-fused Framework for Inductive Logical Query AnsweringZezhong Xu, Wen Zhang 0015, Peng Ye, Lei Liang, Huajun Chen. COLING 2024: 13157-13167 [doi]

InBox: Recommendation with Knowledge Graph using Interest Box EmbeddingZezhong Xu, Yincen Qu, Wen Zhang 0015, Lei Liang, Huajun Chen. pvldb, 17(13):4641-4654, September 2024. [doi]

Knowledgeable Preference Alignment for LLMs in Domain-specific Question AnsweringYichi Zhang, Zhuo Chen 0007, Yin Fang, Yanxi Lu, Fangming Li, Wen Zhang 0015, Huajun Chen. acl 2014: 891-904 [doi]

2023

Zero-Shot and Few-Shot Learning With Knowledge Graphs: A Comprehensive SurveyJiaoyan Chen, Yuxia Geng, Zhuo Chen 0007, Jeff Z. Pan, Yuan He 0008, Wen Zhang 0015, Ian Horrocks 0001, Huajun Chen. pieee, 111(6):653-685, June 2023. [doi]

Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity AlignmentZhuo Chen, Lingbing Guo, Yin Fang, Yichi Zhang 0009, Jiaoyan Chen, Jeff Z. Pan, Yangning Li, Huajun Chen, Wen Zhang 0015. semweb 2023: 121-139 [doi]

Target-Oriented Sentiment Classification with Sequential Cross-Modal Semantic GraphYufeng Huang, Zhuo Chen 0007, Jiaoyan Chen 0001, Jeff Z. Pan, Zhen Yao 0001, Wen Zhang 0015. icann 2023: 587-599 [doi]

A Comprehensive Study on Knowledge Graph Embedding over Relational Patterns Based on Rule LearningLong Jin, Zhen Yao, Mingyang Chen, Huajun Chen, Wen Zhang 0015. semweb 2023: 290-308 [doi]

A Multi-View Filter for Relation-Free Knowledge Graph CompletionJuan Li, Wen Zhang 0015, Hongtao Yu. bdr, 33:100397, August 2023. [doi]

Large Language Models and Knowledge Graphs: Opportunities and ChallengesJeff Z. Pan, Simon Razniewski, Jan-Christoph Kalo, Sneha Singhania, Jiaoyan Chen, Stefan Dietze, Hajira Jabeen, Janna Omeliyanenko, Wen Zhang 0015, Matteo Lissandrini, Russa Biswas, Gerard de Melo, Angela Bonifati, Edlira Vakaj, Mauro Dragoni, Damien Graux. tgdk, 1(1), 2023. [doi]

Differentiable learning of rules with constants in knowledge graphZezhong Xu, Peng Ye, Juan Li, Huajun Chen, Wen Zhang 0015. kbs, 275:110686, 2023. [doi]

2022

NeuralKG: An Open Source Library for Diverse Representation Learning of Knowledge GraphsWen Zhang 0015, Xiangnan Chen, Zhen Yao, Mingyang Chen, Yushan Zhu, Hongtao Yu, Yufeng Huang, Yajing Xu, Ningyu Zhang, Zezhong Xu, Zonggang Yuan, Feiyu Xiong, Huajun Chen. sigir 2022: 3323-3328 [doi]

Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated SettingMingyang Chen, Wen Zhang 0015, Zhen Yao, Xiangnan Chen, Mengxiao Ding, Fei Huang, Huajun Chen. IJCAI 2022: 1966-1972 [doi]

Meta-Knowledge Transfer for Inductive Knowledge Graph EmbeddingMingyang Chen, Wen Zhang 0015, Yushan Zhu, Hongting Zhou, Zonggang Yuan, Changliang Xu, Huajun Chen. sigir 2022: 927-937 [doi]

Federated knowledge graph completion via embedding-contrastive learningMingyang Chen, Wen Zhang 0015, Zonggang Yuan, Yantao Jia, Huajun Chen. kbs, 252:109459, 2022. [doi]

Molecular Contrastive Learning with Chemical Element Knowledge GraphYin Fang, Qiang Zhang, Haihong Yang, Xiang Zhuang, Shumin Deng, Wen Zhang 0015, Ming Qin, Zhuo Chen 0007, Xiaohui Fan, Huajun Chen. AAAI 2022: 3968-3976 [doi]

Neural-Symbolic Entangled Framework for Complex Query AnsweringZezhong Xu, Wen Zhang 0015, Peng Ye, Hui Chen 0018, Huajun Chen. nips 2022: [doi]

2020

Logic-guided Semantic Representation Learning for Zero-Shot Relation ClassificationJuan Li, Ruoxu Wang, Ningyu Zhang, Wen Zhang 0015, Fan Yang, Huajun Chen. COLING 2020: 2967-2978 [doi]

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