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Journal Articles
- 2024
[j9]Zhuoxun Zheng, Baifan Zhou, Hui Yang, Zhipeng Tan, Zequn Sun, Chunnong Li, Arild Waaler, Evgeny Kharlamov, Ahmet Soylu:
Knowledge graph embedding closed under composition. Data Min. Knowl. Discov. 38(6): 3531-3562 (2024)- [j8]Lingbing Guo
, Zhuo Chen, Jiaoyan Chen, Yichi Zhang, Zequn Sun, Zhongpu Bo, Yin Fang, Xiaoze Liu, Huajun Chen, Wen Zhang:
Distributed representations of entities in open-world knowledge graphs. Knowl. Based Syst. 290: 111582 (2024) - [j7]Guangyao Li, Zequn Sun, Wei Hu, Gong Cheng, Yuzhong Qu:
Position-Aware Relational Transformer for Knowledge Graph Embedding. IEEE Trans. Neural Networks Learn. Syst. 35(8): 11580-11594 (2024) - 2023
- [j6]Jiacheng Huang, Zequn Sun, Qijin Chen, Xiaozhou Xu, Weijun Ren, Wei Hu:
Deep Active Alignment of Knowledge Graph Entities and Schemata. Proc. ACM Manag. Data 1(2): 159:1-159:26 (2023) - [j5]Zequn Sun, Wei Hu, Chengming Wang, Yuxin Wang, Yuzhong Qu:
Revisiting Embedding-Based Entity Alignment: A Robust and Adaptive Method. IEEE Trans. Knowl. Data Eng. 35(8): 8461-8475 (2023) - 2022
- [j4]Zequn Sun, Chunning Meng, Jierong Cheng, Zhiqing Zhang, Shengjiang Chang:
A Multi-Scale Feature Pyramid Network for Detection and Instance Segmentation of Marine Ships in SAR Images. Remote. Sens. 14(24): 6312 (2022) - 2021
- [j3]Guangyao Li, Zequn Sun, Lei Qian, Qiang Guo, Wei Hu:
Rule-based data augmentation for knowledge graph embedding. AI Open 2: 186-196 (2021) - 2020
- [j2]Zequn Sun, Qingheng Zhang, Wei Hu, Chengming Wang, Muhao Chen, Farahnaz Akrami, Chengkai Li:
A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs. Proc. VLDB Endow. 13(11): 2326-2340 (2020) - 2019
- [j1]Lingbing Guo, Qingheng Zhang, Wei Hu, Zequn Sun, Yuzhong Qu:
Learning to Complete Knowledge Graphs with Deep Sequential Models. Data Intell. 1(3): 289-308 (2019)
Conference and Workshop Papers
- 2024
- [c28]Xiaobin Tian, Zequn Sun, Wei Hu:
Generating Explanations to Understand and Repair Embedding-Based Entity Alignment. ICDE 2024: 2205-2217 - [c27]Xindi Luo, Zequn Sun, Jing Zhao, Zhe Zhao, Wei Hu:
KnowLA: Enhancing Parameter-efficient Finetuning with Knowledgeable Adaptation. NAACL-HLT 2024: 7153-7166 - 2023
- [c26]Yuanning Cui, Yuxin Wang, Zequn Sun, Wenqiang Liu, Yiqiao Jiang, Kexin Han, Wei Hu:
Lifelong Embedding Learning and Transfer for Growing Knowledge Graphs. AAAI 2023: 4217-4224 - [c25]Zequn Sun, Jiacheng Huang, Xiaozhou Xu, Qijin Chen, Weijun Ren, Wei Hu:
What Makes Entities Similar? A Similarity Flooding Perspective for Multi-sourced Knowledge Graph Embeddings. ICML 2023: 32875-32885 - [c24]Yu-Xuan Huang, Zequn Sun, Guangyao Li, Xiaobin Tian, Wang-Zhou Dai, Wei Hu, Yuan Jiang, Zhi-Hua Zhou:
Enabling Abductive Learning to Exploit Knowledge Graph. IJCAI 2023: 3839-3847 - [c23]Zequn Sun, Jiacheng Huang, Jinghao Lin, Xiaozhou Xu, Qijin Chen, Wei Hu:
Joint Pre-training and Local Re-training: Transferable Representation Learning on Multi-source Knowledge Graphs. KDD 2023: 2132-2144 - [c22]Lingbing Guo, Weiqing Wang, Zhuo Chen, Ningyu Zhang, Zequn Sun, Yixuan Lai, Qiang Zhang, Huajun Chen:
Newton-Cotes Graph Neural Networks: On the Time Evolution of Dynamic Systems. NeurIPS 2023 - 2022
- [c21]Kexuan Xin, Zequn Sun, Wen Hua, Bing Liu, Wei Hu, Jianfeng Qu, Xiaofang Zhou:
Ensemble Semi-supervised Entity Alignment via Cycle-Teaching. AAAI 2022: 4281-4289 - [c20]Yuanning Cui, Yuxin Wang, Zequn Sun, Wenqiang Liu, Yiqiao Jiang, Kexin Han, Wei Hu:
Inductive Knowledge Graph Reasoning for Multi-batch Emerging Entities. CIKM 2022: 335-344 - [c19]Yang Liu, Zequn Sun, Guangyao Li, Wei Hu:
I Know What You Do Not Know: Knowledge Graph Embedding via Co-distillation Learning. CIKM 2022: 1329-1338 - [c18]Kexuan Xin, Zequn Sun, Wen Hua, Wei Hu, Jianfeng Qu, Xiaofang Zhou:
Large-scale Entity Alignment via Knowledge Graph Merging, Partitioning and Embedding. CIKM 2022: 2240-2249 - [c17]Lingbing Guo, Qiang Zhang, Zequn Sun, Mingyang Chen, Wei Hu, Huajun Chen:
Understanding and Improving Knowledge Graph Embedding for Entity Alignment. ICML 2022: 8145-8156 - [c16]Juncheng Liu, Zequn Sun, Bryan Hooi, Yiwei Wang, Dayiheng Liu, Baosong Yang, Xiaokui Xiao, Muhao Chen:
Dangling-Aware Entity Alignment with Mixed High-Order Proximities. NAACL-HLT (Findings) 2022: 1172-1184 - [c15]Yuxin Wang, Yuanning Cui, Wenqiang Liu, Zequn Sun, Yiqiao Jiang, Kexin Han, Wei Hu:
Facing Changes: Continual Entity Alignment for Growing Knowledge Graphs. ISWC 2022: 196-213 - [c14]Xindi Luo, Zequn Sun, Wei Hu:
μ KG: A Library for Multi-source Knowledge Graph Embeddings and Applications. ISWC 2022: 610-627 - [c13]Kexuan Xin, Zequn Sun, Wen Hua, Wei Hu, Xiaofang Zhou:
Informed Multi-context Entity Alignment. WSDM 2022: 1197-1205 - 2021
- [c12]Zequn Sun, Muhao Chen, Wei Hu:
Knowing the No-match: Entity Alignment with Dangling Cases. ACL/IJCNLP (1) 2021: 3582-3593 - 2020
- [c11]Zequn Sun, Chengming Wang, Wei Hu, Muhao Chen, Jian Dai, Wei Zhang, Yuzhong Qu:
Knowledge Graph Alignment Network with Gated Multi-Hop Neighborhood Aggregation. AAAI 2020: 222-229 - [c10]Zequn Sun, Muhao Chen, Wei Hu, Chengming Wang, Jian Dai, Wei Zhang:
Knowledge Association with Hyperbolic Knowledge Graph Embeddings. EMNLP (1) 2020: 5704-5716 - 2019
- [c9]Lingbing Guo, Zequn Sun, Wei Hu:
Learning to Exploit Long-term Relational Dependencies in Knowledge Graphs. ICML 2019: 2505-2514 - [c8]Qingheng Zhang, Zequn Sun, Wei Hu, Muhao Chen, Lingbing Guo, Yuzhong Qu:
Multi-view Knowledge Graph Embedding for Entity Alignment. IJCAI 2019: 5429-5435 - [c7]Wei Hu, Qingheng Zhang, Zequn Sun, Jiacheng Huang:
MultiKE: a Multi-view Knowledge Graph Embedding Framework for Entity Alignment. OM@ISWC 2019: 189-190 - [c6]Zequn Sun, Jiacheng Huang, Wei Hu, Muhao Chen, Lingbing Guo, Yuzhong Qu:
TransEdge: Translating Relation-Contextualized Embeddings for Knowledge Graphs. ISWC (1) 2019: 612-629 - 2018
- [c5]Zhiwei Zhang, Lingling Zhang, Hao Zhang, Weizhuo He, Zequn Sun, Gong Cheng, Qizhi Liu, Xinyu Dai, Yuzhong Qu:
Towards Answering Geography Questions in Gaokao: A Hybrid Approach. CCKS 2018: 1-13 - [c4]Zequn Sun, Wei Hu, Qingheng Zhang, Yuzhong Qu:
Bootstrapping Entity Alignment with Knowledge Graph Embedding. IJCAI 2018: 4396-4402 - 2017
- [c3]Xinze Lyu, Qingheng Zhang, Wei Hu, Zequn Sun, Yuzhong Qu:
njuLink: results for instance matching at OAEI 2017. OM@ISWC 2017: 158-165 - [c2]Zequn Sun, Wei Hu, Chengkai Li:
Cross-Lingual Entity Alignment via Joint Attribute-Preserving Embedding. ISWC (1) 2017: 628-644 - 2016
- [c1]Wei Hu, Haoxuan Li, Zequn Sun, Xinqi Qian, Lingkun Xue, Ermei Cao, Yuzhong Qu:
Clinga: Bringing Chinese Physical and Human Geography in Linked Open Data. ISWC (2) 2016: 104-112
Informal and Other Publications
- 2024
- [i28]Xindi Luo, Zequn Sun, Jing Zhao, Zhe Zhao, Wei Hu:
KnowLA: Enhancing Parameter-efficient Finetuning with Knowledgeable Adaptation. CoRR abs/2403.14950 (2024) - [i27]Yang Liu, Xiaobin Tian, Zequn Sun, Wei Hu:
Finetuning Generative Large Language Models with Discrimination Instructions for Knowledge Graph Completion. CoRR abs/2407.16127 (2024) - 2023
- [i26]Jiacheng Huang, Zequn Sun, Qijin Chen, Xiaozhou Xu, Weijun Ren, Wei Hu:
Deep Active Alignment of Knowledge Graph Entities and Schemata. CoRR abs/2304.04389 (2023) - [i25]Lingbing Guo, Weiqing Wang, Zhuo Chen, Ningyu Zhang, Zequn Sun, Yixuan Lai, Qiang Zhang, Huajun Chen:
Newton-Cotes Graph Neural Networks: On the Time Evolution of Dynamic Systems. CoRR abs/2305.14642 (2023) - [i24]Zequn Sun, Jiacheng Huang, Xiaozhou Xu, Qijin Chen, Weijun Ren, Wei Hu:
What Makes Entities Similar? A Similarity Flooding Perspective for Multi-sourced Knowledge Graph Embeddings. CoRR abs/2306.02622 (2023) - [i23]Zequn Sun, Jiacheng Huang, Jinghao Lin, Xiaozhou Xu, Qijin Chen, Wei Hu:
Joint Pre-training and Local Re-training: Transferable Representation Learning on Multi-source Knowledge Graphs. CoRR abs/2306.02679 (2023) - [i22]Xiaobin Tian, Zequn Sun, Wei Hu:
Generating Explanations to Understand and Repair Embedding-based Entity Alignment. CoRR abs/2312.04877 (2023) - 2022
- [i21]Kexuan Xin, Zequn Sun, Wen Hua, Wei Hu, Xiaofang Zhou:
Informed Multi-context Entity Alignment. CoRR abs/2201.00304 (2022) - [i20]Kexuan Xin, Zequn Sun, Wen Hua, Bing Liu, Wei Hu, Jianfeng Qu, Xiaofang Zhou:
Ensemble Semi-supervised Entity Alignment via Cycle-teaching. CoRR abs/2203.06308 (2022) - [i19]Juncheng Liu, Zequn Sun, Bryan Hooi, Yiwei Wang, Dayiheng Liu, Baosong Yang, Xiaokui Xiao, Muhao Chen:
Dangling-Aware Entity Alignment with Mixed High-Order Proximities. CoRR abs/2205.02406 (2022) - [i18]Yuxin Wang, Yuanning Cui, Wenqiang Liu, Zequn Sun, Yiqiao Jiang, Kexin Han, Wei Hu:
Facing Changes: Continual Entity Alignment for Growing Knowledge Graphs. CoRR abs/2207.11436 (2022) - [i17]Xindi Luo, Zequn Sun, Wei Hu:
μKG: A Library for Multi-source Knowledge Graph Embeddings and Applications. CoRR abs/2207.11442 (2022) - [i16]Yang Liu, Zequn Sun, Guangyao Li, Wei Hu:
I Know What You Do Not Know: Knowledge Graph Embedding via Co-distillation Learning. CoRR abs/2208.09828 (2022) - [i15]Yuanning Cui, Yuxin Wang, Zequn Sun, Wenqiang Liu, Yiqiao Jiang, Kexin Han, Wei Hu:
Inductive Knowledge Graph Reasoning for Multi-batch Emerging Entities. CoRR abs/2208.10378 (2022) - [i14]Kexuan Xin, Zequn Sun, Wen Hua, Wei Hu, Jianfeng Qu, Xiaofang Zhou:
Large-scale Entity Alignment via Knowledge Graph Merging, Partitioning and Embedding. CoRR abs/2208.11125 (2022) - [i13]Xiaobin Tian, Zequn Sun, Guangyao Li, Wei Hu:
EventEA: Benchmarking Entity Alignment for Event-centric Knowledge Graphs. CoRR abs/2211.02817 (2022) - [i12]Yuanning Cui, Yuxin Wang, Zequn Sun, Wenqiang Liu, Yiqiao Jiang, Kexin Han, Wei Hu:
Lifelong Embedding Learning and Transfer for Growing Knowledge Graphs. CoRR abs/2211.15845 (2022) - 2021
- [i11]Zequn Sun, Muhao Chen, Wei Hu:
Knowing the No-match: Entity Alignment with Dangling Cases. CoRR abs/2106.02248 (2021) - [i10]Lingbing Guo, Zequn Sun, Mingyang Chen, Wei Hu, Qiang Zhang, Huajun Chen:
Principled Representation Learning for Entity Alignment. CoRR abs/2110.10871 (2021) - 2020
- [i9]Zequn Sun, Qingheng Zhang, Wei Hu, Chengming Wang, Muhao Chen, Farahnaz Akrami, Chengkai Li:
A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs. CoRR abs/2003.07743 (2020) - [i8]Zequn Sun, Jiacheng Huang, Wei Hu, Muchao Chen, Lingbing Guo, Yuzhong Qu:
TransEdge: Translating Relation-contextualized Embeddings for Knowledge Graphs. CoRR abs/2004.13579 (2020) - [i7]Zequn Sun, Muhao Chen, Wei Hu, Chengming Wang, Jian Dai, Wei Zhang:
Knowledge Association with Hyperbolic Knowledge Graph Embeddings. CoRR abs/2010.02162 (2020) - [i6]Lingbing Guo, Weiqing Wang, Zequn Sun, Chenghao Liu, Wei Hu:
Decentralized Knowledge Graph Representation Learning. CoRR abs/2010.08114 (2020) - 2019
- [i5]Lingbing Guo, Zequn Sun, Wei Hu:
Learning to Exploit Long-term Relational Dependencies in Knowledge Graphs. CoRR abs/1905.04914 (2019) - [i4]Qingheng Zhang, Zequn Sun, Wei Hu, Muhao Chen, Lingbing Guo, Yuzhong Qu:
Multi-view Knowledge Graph Embedding for Entity Alignment. CoRR abs/1906.02390 (2019) - [i3]Zequn Sun, Chengming Wang, Wei Hu, Muhao Chen, Jian Dai, Wei Zhang, Yuzhong Qu:
Knowledge Graph Alignment Network with Gated Multi-hop Neighborhood Aggregation. CoRR abs/1911.08936 (2019) - 2018
- [i2]Lingbing Guo, Zequn Sun, Ermei Cao, Wei Hu:
Recurrent Skipping Networks for Entity Alignment. CoRR abs/1811.02318 (2018) - 2017
- [i1]Zequn Sun, Wei Hu, Chengkai Li:
Cross-lingual Entity Alignment via Joint Attribute-Preserving Embedding. CoRR abs/1708.05045 (2017)
Coauthor Index
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