Wen Zhang

According to our database, Wen Zhang authored at least 69 papers between 2015 and 2024.

Collaborative distances:

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

2024

Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey.

Zhuo Chen, Yichi Zhang, Yin Fang, Yuxia Geng, Lingbing Guo, Xiang Chen, Qian Li, Wen Zhang, Jiaoyan Chen, Yushan Zhu, Jiaqi Li, Xiaoze Liu, Jeff Z. Pan, Ningyu Zhang, Huajun Chen

CoRR, 2024

Structure-CLIP: Towards Scene Graph Knowledge to Enhance Multi-Modal Structured Representations.

Yufeng Huang, Jiji Tang, Zhuo Chen, Rongsheng Zhang, Xinfeng Zhang, Weijie Chen, Zeng Zhao, Zhou Zhao, Tangjie Lv, Zhipeng Hu, Wen Zhang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

A Multi-View Filter for Relation-Free Knowledge Graph Completion.

Juan Li, Wen Zhang, Hongtao Yu

Big Data Res., August, 2023

Zero-Shot and Few-Shot Learning With Knowledge Graphs: A Comprehensive Survey.

Jiaoyan Chen, Yuxia Geng, Zhuo Chen, Jeff Z. Pan, Yuan He, Wen Zhang, Ian Horrocks, Huajun Chen

Proc. IEEE, June, 2023

Large Language Models and Knowledge Graphs: Opportunities and Challenges.

Jeff Z. Pan, Simon Razniewski, Jan-Christoph Kalo, Sneha Singhania, Jiaoyan Chen, Stefan Dietze, Hajira Jabeen, Janna Omeliyanenko, Wen Zhang, Matteo Lissandrini, Russa Biswas, Gerard de Melo, Angela Bonifati, Edlira Vakaj, Mauro Dragoni, Damien Graux

TGDK, 2023

Differentiable learning of rules with constants in knowledge graph.

Zezhong Xu, Peng Ye, Juan Li, Huajun Chen, Wen Zhang

Knowl. Based Syst., 2023

Prompting Disentangled Embeddings for Knowledge Graph Completion with Pre-trained Language Model.

Yuxia Geng, Jiaoyan Chen, Yuhang Zeng, Zhuo Chen, Wen Zhang, Jeff Z. Pan, Yuxiang Wang, Xiaoliang Xu

CoRR, 2023

Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering.

Yichi Zhang, Zhuo Chen, Yin Fang, Lei Cheng, Yanxi Lu, Fangming Li, Wen Zhang, Huajun Chen

CoRR, 2023

Reliable Academic Conference Question Answering: A Study Based on Large Language Model.

Zhiwei Huang, Long Jin, Junjie Wang, Mingchen Tu, Yin Hua, Zhiqiang Liu, Jiawei Meng, Huajun Chen, Wen Zhang

CoRR, 2023

Making Large Language Models Perform Better in Knowledge Graph Completion.

Yichi Zhang, Zhuo Chen, Wen Zhang, Huajun Chen

CoRR, 2023

CausE: Towards Causal Knowledge Graph Embedding.

Yichi Zhang, Wen Zhang

CoRR, 2023

Structure-CLIP: Enhance Multi-modal Language Representations with Structure Knowledge.

Yufeng Huang, Jiji Tang, Zhuo Chen, Rongsheng Zhang, Xinfeng Zhang, Weijie Chen, Zeng Zhao, Tangjie Lv, Zhipeng Hu, Wen Zhang

CoRR, 2023

Structure Pretraining and Prompt Tuning for Knowledge Graph Transfer.

Wen Zhang, Yushan Zhu, Mingyang Chen, Yuxia Geng, Yufeng Huang, Yajing Xu, Wenting Song, Huajun Chen

Proceedings of the ACM Web Conference 2023, 2023

NeuralKG-ind: A Python Library for Inductive Knowledge Graph Representation Learning.

Wen Zhang, Zhen Yao, Mingyang Chen, Zhiwei Huang, Huajun Chen

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

A Comprehensive Study on Knowledge Graph Embedding over Relational Patterns Based on Rule Learning.

Long Jin, Zhen Yao, Mingyang Chen, Huajun Chen, Wen Zhang

Proceedings of the Semantic Web - ISWC 2023, 2023

Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment.

Zhuo Chen, Lingbing Guo, Yin Fang, Yichi Zhang, Jiaoyan Chen, Jeff Z. Pan, Yangning Li, Huajun Chen, Wen Zhang

Proceedings of the Semantic Web - ISWC 2023, 2023

MACO: A Modality Adversarial and Contrastive Framework for Modality-Missing Multi-modal Knowledge Graph Completion.

Yichi Zhang, Zhuo Chen, Wen Zhang

Proceedings of the Natural Language Processing and Chinese Computing, 2023

MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid.

Zhuo Chen, Jiaoyan Chen, Wen Zhang, Lingbing Guo, Yin Fang, Yufeng Huang, Yichi Zhang, Yuxia Geng, Jeff Z. Pan, Wenting Song, Huajun Chen

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Modality-Aware Negative Sampling for Multi-modal Knowledge Graph Embedding.

Yichi Zhang, Mingyang Chen, Wen Zhang

Proceedings of the International Joint Conference on Neural Networks, 2023

Generalizing to Unseen Elements: A Survey on Knowledge Extrapolation for Knowledge Graphs.

Mingyang Chen, Wen Zhang, Yuxia Geng, Zezhong Xu, Jeff Z. Pan, Huajun Chen

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Relational Message Passing for Fully Inductive Knowledge Graph Completion.

Yuxia Geng, Jiaoyan Chen, Jeff Z. Pan, Mingyang Chen, Song Jiang, Wen Zhang, Huajun Chen

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Tele-Knowledge Pre-training for Fault Analysis.

Zhuo Chen, Wen Zhang, Yufeng Huang, Mingyang Chen, Yuxia Geng, Hongtao Yu, Zhen Bi, Yichi Zhang, Zhen Yao, Wenting Song, Xinliang Wu, Yi Yang, Mingyi Chen, Zhaoyang Lian, Yingying Li, Lei Cheng, Huajun Chen

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Analogical Inference Enhanced Knowledge Graph Embedding.

Zhen Yao, Wen Zhang, Mingyang Chen, Yufeng Huang, Yi Yang, Huajun Chen

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph Embedding.

Mingyang Chen, Wen Zhang, Zhen Yao, Yushan Zhu, Yang Gao, Jeff Z. Pan, Huajun Chen

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

DUET: Cross-Modal Semantic Grounding for Contrastive Zero-Shot Learning.

Zhuo Chen, Yufeng Huang, Jiaoyan Chen, Yuxia Geng, Wen Zhang, Yin Fang, Jeff Z. Pan, Huajun Chen

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Federated knowledge graph completion via embedding-contrastive learning.

Mingyang Chen, Wen Zhang, Zonggang Yuan, Yantao Jia, Huajun Chen

Knowl. Based Syst., 2022

MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid.

Zhuo Chen, Jiaoyan Chen, Wen Zhang, Lingbing Guo, Yin Fang, Yufeng Huang, Yuxia Geng, Jeff Z. Pan, Wenting Song, Huajun Chen

CoRR, 2022

Tele-Knowledge Pre-training for Fault Analysis.

Zhuo Chen, Wen Zhang, Yufeng Huang, Mingyang Chen, Yuxia Geng, Hongtao Yu, Zhen Bi, Yichi Zhang, Zhen Yao, Wenting Song, Xinliang Wu, Yi Yang, Song Jiang, Zhaoyang Lian, Yingying Li, Huajun Chen

CoRR, 2022

Knowledge Graph Completion with Pre-trained Multimodal Transformer and Twins Negative Sampling.

Yichi Zhang, Wen Zhang

CoRR, 2022

Ruleformer: Context-aware Differentiable Rule Mining over Knowledge Graph.

Zezhong Xu, Peng Ye, Hui Chen, Meng Zhao, Huajun Chen, Wen Zhang

CoRR, 2022

Aspect-based Sentiment Classification with Sequential Cross-modal Semantic Graph.

Yufeng Huang, Zhuo Chen, Wen Zhang, Jiaoyan Chen, Jeff Z. Pan, Zhen Yao, Yujie Xie, Huajun Chen

CoRR, 2022

DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning.

Zhuo Chen, Yufeng Huang, Jiaoyan Chen, Yuxia Geng, Wen Zhang, Yin Fang, Jeff Z. Pan, Wenting Song, Huajun Chen

CoRR, 2022

PKGM: A Pre-trained Knowledge Graph Model for E-commerce Application.

Wen Zhang, Chi-Man Wong, Ganqiang Ye, Bo Wen, Hongting Zhou, Wei Zhang, Huajun Chen

CoRR, 2022

Knowledge Graph Reasoning with Logics and Embeddings: Survey and Perspective.

Wen Zhang, Jiaoyan Chen, Juan Li, Zezhong Xu, Jeff Z. Pan, Huajun Chen

CoRR, 2022

DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population.

Ningyu Zhang, Xin Xu, Liankuan Tao, Haiyang Yu, Hongbin Ye, Xin Xie, Xiang Chen, Zhoubo Li, Lei Li, Xiaozhuan Liang, Yunzhi Yao, Shumin Deng, Wen Zhang, Zhenru Zhang, Chuanqi Tan, Fei Huang, Guozhou Zheng, Huajun Chen

CoRR, 2022

DualDE: Dually Distilling Knowledge Graph Embedding for Faster and Cheaper Reasoning.

Yushan Zhu, Wen Zhang, Mingyang Chen, Hui Chen, Xu Cheng, Wei Zhang, Huajun Chen

Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

NeuralKG: An Open Source Library for Diverse Representation Learning of Knowledge Graphs.

Wen Zhang, Xiangnan Chen, Zhen Yao, Mingyang Chen, Yushan Zhu, Hongtao Yu, Yufeng Huang, Yajing Xu, Ningyu Zhang, Zezhong Xu, Zonggang Yuan, Feiyu Xiong, Huajun Chen

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Meta-Knowledge Transfer for Inductive Knowledge Graph Embedding.

Mingyang Chen, Wen Zhang, Yushan Zhu, Hongting Zhou, Zonggang Yuan, Changliang Xu, Huajun Chen

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Neural-Symbolic Entangled Framework for Complex Query Answering.

Zezhong Xu, Wen Zhang, Peng Ye, Hui Chen, Huajun Chen

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Disentangled Ontology Embedding for Zero-shot Learning.

Yuxia Geng, Jiaoyan Chen, Wen Zhang, Yajing Xu, Zhuo Chen, Jeff Z. Pan, Yufeng Huang, Feiyu Xiong, Huajun Chen

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection.

Zhuo Chen, Yufeng Huang, Jiaoyan Chen, Yuxia Geng, Yin Fang, Jeff Z. Pan, Ningyu Zhang, Wen Zhang

Proceedings of the 11th International Joint Conference on Knowledge Graphs, 2022

Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting.

Mingyang Chen, Wen Zhang, Zhen Yao, Xiangnan Chen, Mengxiao Ding, Fei Huang, Huajun Chen

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Ruleformer: Context-aware Rule Mining over Knowledge Graph.

Zezhong Xu, Peng Ye, Hui Chen, Meng Zhao, Huajun Chen, Wen Zhang

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Molecular Contrastive Learning with Chemical Element Knowledge Graph.

Yin Fang, Qiang Zhang, Haihong Yang, Xiang Zhuang, Shumin Deng, Wen Zhang, Ming Qin, Zhuo Chen, Xiaohui Fan, Huajun Chen

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

2021

Low-resource Learning with Knowledge Graphs: A Comprehensive Survey.

Jiaoyan Chen, Yuxia Geng, Zhuo Chen, Jeff Z. Pan, Yuan He, Wen Zhang, Ian Horrocks, Huajun Chen

CoRR, 2021

Standing on the Shoulders of Predecessors: Meta-Knowledge Transfer for Knowledge Graphs.

Mingyang Chen, Wen Zhang, Yushan Zhu, Hongting Zhou, Zonggang Yuan, Changliang Xu, Huajun Chen

CoRR, 2021

3D-Transformer: Molecular Representation with Transformer in 3D Space.

Fang Wu, Qiang Zhang, Dragomir R. Radev, Jiyu Cui, Wen Zhang, Huabin Xing, Ningyu Zhang, Huajun Chen

CoRR, 2021

Knowledge Perceived Multi-modal Pretraining in E-commerce.

Yushan Zhu, Huaixiao Tou, Wen Zhang, Ganqiang Ye, Hui Chen, Ningyu Zhang, Huajun Chen

CoRR, 2021

Improving Conversational Recommendation System by Pretraining on Billions Scale of Knowledge Graph.

Chiman Wong, Fan Feng, Wen Zhang, Chi-Man Vong, Hui Chen, Yichi Zhang, Peng He, Huan Chen, Kun Zhao, Huajun Chen

CoRR, 2021

Knowledge Perceived Multi-modal Pretraining in E-commerce.

Yushan Zhu, Huaixiao Zhao, Wen Zhang, Ganqiang Ye, Hui Chen, Ningyu Zhang, Huajun Chen

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Knowledge Graph Embedding in E-commerce Applications: Attentive Reasoning, Explanations, and Transferable Rules.

Wen Zhang, Shumin Deng, Mingyang Chen, Liang Wang, Qiang Chen, Feiyu Xiong, Xiangwen Liu, Huajun Chen

Proceedings of the IJCKG'21: The 10th International Joint Conference on Knowledge Graphs, Virtual Event, Thailand, December 6, 2021

Improving Knowledge Graph Representation Learning by Structure Contextual Pre-training.

Ganqiang Ye, Wen Zhang, Zhen Bi, Chi Man Wong, Hui Chen, Huajun Chen

Proceedings of the IJCKG'21: The 10th International Joint Conference on Knowledge Graphs, Virtual Event, Thailand, December 6, 2021

FedE: Embedding Knowledge Graphs in Federated Setting.

Mingyang Chen, Wen Zhang, Zonggang Yuan, Yantao Jia, Huajun Chen

Proceedings of the IJCKG'21: The 10th International Joint Conference on Knowledge Graphs, Virtual Event, Thailand, December 6, 2021

Billion-scale Pre-trained E-commerce Product Knowledge Graph Model.

Wen Zhang, Chi Man Wong, Ganqiang Ye, Bo Wen, Wei Zhang, Huajun Chen

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Improving Conversational Recommender System by Pretraining Billion-scale Knowledge Graph.

Chi-Man Wong, Fan Feng, Wen Zhang, Chi-Man Vong, Hui Chen, Yichi Zhang, Peng He, Huan Chen, Kun Zhao, Huajun Chen

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

2020

DistilE: Distiling Knowledge Graph Embeddings for Faster and Cheaper Reasoning.

Yushan Zhu, Wen Zhang, Hui Chen, Xu Cheng, Wei Zhang, Huajun Chen

CoRR, 2020

Neural Entity Summarization with Joint Encoding and Weak Supervision.

Junyou Li, Gong Cheng, Qingxia Liu, Wen Zhang, Evgeny Kharlamov, Kalpa Gunaratna, Huajun Chen

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification.

Juan Li, Ruoxu Wang, Ningyu Zhang, Wen Zhang, Fan Yang, Huajun Chen

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

2019

Iteratively Learning Embeddings and Rules for Knowledge Graph Reasoning.

Wen Zhang, Bibek Paudel, Liang Wang, Jiaoyan Chen, Hai Zhu, Wei Zhang, Abraham Bernstein, Huajun Chen

Proceedings of the World Wide Web Conference, 2019

Knowledge-Driven Stock Trend Prediction and Explanation via Temporal Convolutional Network.

Shumin Deng, Ningyu Zhang, Wen Zhang, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen

Proceedings of the Companion of The 2019 World Wide Web Conference, 2019

Interaction Embeddings for Prediction and Explanation in Knowledge Graphs.

Wen Zhang, Bibek Paudel, Wei Zhang, Abraham Bernstein, Huajun Chen

Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

XTransE: Explainable Knowledge Graph Embedding for Link Prediction with Lifestyles in e-Commerce.

Wen Zhang, Shumin Deng, Han Wang, Qiang Chen, Wei Zhang, Huajun Chen

Proceedings of the Semantic Technology - 9th Joint International Conference, 2019

Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs.

Mingyang Chen, Wen Zhang, Wei Zhang, Qiang Chen, Huajun Chen

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

Incorporating Domain and Range of Relations for Knowledge Graph Completion.

Juan Li, Wen Zhang, Huajun Chen

Proceedings of the Knowledge Graph and Semantic Computing: Knowledge Computing and Language Understanding, 2019

2018

Aligning Knowledge Base and Document Embedding Models Using Regularized Multi-Task Learning.

Matthias Baumgartner, Wen Zhang, Bibek Paudel, Daniele Dell'Aglio, Huajun Chen, Abraham Bernstein

Proceedings of the Semantic Web - ISWC 2018, 2018

ProjR: Embedding Structure Diversity for Knowledge Graph Completion.

Wen Zhang, Juan Li, Huajun Chen

Proceedings of the Natural Language Processing and Chinese Computing, 2018

Label-Free Distant Supervision for Relation Extraction via Knowledge Graph Embedding.

Guanying Wang, Wen Zhang, Ruoxu Wang, Yalin Zhou, Xi Chen, Wei Zhang, Hai Zhu, Huajun Chen

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

2017

Knowledge Graph Embedding with Diversity of Structures.

Wen Zhang

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

2015

Large-Scale Real-Time Semantic Processing Framework for Internet of Things.

Xi Chen, Huajun Chen, Ningyu Zhang, Jue Huang, Wen Zhang

Int. J. Distributed Sens. Networks, 2015