知识花园 (Knowledge Garden)

The Knowledge Mining team $\sqsubseteq$ The Websoft research group

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en:team:publications [2023/06/29 09:27] – [2023] whuen:team:publications [2024/04/07 09:26] (current) – [2024] whu
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 **Marks**: $^\star$//Corresponding author//; $^\dagger$//Equal contributor//; $^\triangle$//Outside collaborator// **Marks**: $^\star$//Corresponding author//; $^\dagger$//Equal contributor//; $^\triangle$//Outside collaborator//
  
 +==== 2024 ====
 +
 +  - Honghu Wu$^\dagger$, Xiangrong Zhu$^\dagger$, Wei Hu$^\star$.\\ A blockchain system for clustered federated learning with peer-to-peer knowledge transfer.\\ In: //PVLDB//, 17(5):966--979, 2024. [[https://www.vldb.org/pvldb/vol17/p966-hu.pdf|PVLDB]] [[https://github.com/nju-websoft/FedChain|GitHub]]
 +  - Xiaobin Tian, Zequn Sun$^\star$, Wei Hu$^\star$.\\ Generating explanations to understand and repair embedding-based entity alignment.\\ In: //ICDE//, 2024. [[https://arxiv.org/abs/2312.04877|arXiv]] [[https://github.com/txb-nju/ExEA|GitHub]]
 +  - Xiangyu Liu, Yang Liu, Wei Hu$^\star$.\\ Knowledge graph error detection with contrastive confidence adaption.\\ In: //AAAI//, 2024. [[https://arxiv.org/abs/2312.12108|arXiv]] [[https://github.com/nju-websoft/CCA|GitHub]]
 +  - Xindi Luo, Zequn Sun$^\star$, Jing Zhao$^\triangle$, Zhe Zhao$^{\triangle,\star}$, Wei Hu$^\star$.\\ KnowLA: Enhancing parameter-efficient finetuning with knowledgeable adaptation.\\ In: //NAACL//, 2024. [[http://arxiv.org/abs/2403.14950|arXiv]] [[https://github.com/nju-websoft/KnowLA|GitHub]]
 ==== 2023 ==== ==== 2023 ====
  
 +  - Wei Cheng, Wei Hu$^\star$, Xiaoxing Ma.\\ Revisiting knowledge-based inference of Python runtime environments: A realistic and adaptive approach.\\ IEEE Transactions on Software Engineering, 2023. [[https://github.com/nju-websoft/ReadPyE|GitHub]]
   - Jiacheng Huang, Zequn Sun, Qijin Chen$^\triangle$, Xiaozhou Xu$^\triangle$, Weijun Ren$^\triangle$, Wei Hu$^\star$.\\ Deep active alignment of knowledge graph entities and schemata.\\ In: //SIGMOD//, 1(2):159, 2023. [[https://arxiv.org/abs/2304.04389|arXiv]] [[https://github.com/nju-websoft/DAAKG|GitHub]]   - Jiacheng Huang, Zequn Sun, Qijin Chen$^\triangle$, Xiaozhou Xu$^\triangle$, Weijun Ren$^\triangle$, Wei Hu$^\star$.\\ Deep active alignment of knowledge graph entities and schemata.\\ In: //SIGMOD//, 1(2):159, 2023. [[https://arxiv.org/abs/2304.04389|arXiv]] [[https://github.com/nju-websoft/DAAKG|GitHub]]
-  - Zequn Sun, Jiacheng Huang, Jinghao Lin$^\triangle$, Xiaozhou Xu$^\triangle$, Qijin Chen$^\triangle$, Wei Hu$^\star$.\\ Joint pre-training and local re-training: Transferable representation learning on multi-source knowledge graphs.\\ In: //KDD//, 2023. [[https://arxiv.org/abs/2306.02679|arXiv]] [[https://github.com/nju-websoft/MuKGE|GitHub]] +  - Zequn Sun, Jiacheng Huang, Jinghao Lin$^\triangle$, Xiaozhou Xu$^\triangle$, Qijin Chen$^\triangle$, Wei Hu$^\star$.\\ Joint pre-training and local re-training: Transferable representation learning on multi-source knowledge graphs.\\ In: //KDD//, 2132--2144, 2023. [[https://arxiv.org/abs/2306.02679|arXiv]] [[https://github.com/nju-websoft/MuKGE|GitHub]] 
-  - Zequn Sun, Jiacheng Huang, Xiaozhou Xu$^\triangle$, Qijin Chen$^\triangle$, Weijun Ren$^\triangle$, Wei Hu$^\star$.\\ What makes entities similar? A similarity flooding perspective for multi-sourced knowledge graph embeddings.\\ In: //ICML//, 2023. [[https://arxiv.org/abs/2306.02622|arXiv]] [[https://github.com/nju-websoft/Unify-EA-SF|GitHub]]+  - Zequn Sun, Jiacheng Huang, Xiaozhou Xu$^\triangle$, Qijin Chen$^\triangle$, Weijun Ren$^\triangle$, Wei Hu$^\star$.\\ What makes entities similar? A similarity flooding perspective for multi-sourced knowledge graph embeddings.\\ In: //ICML//, 32875--32885, 2023. [[https://arxiv.org/abs/2306.02622|arXiv]] [[https://github.com/nju-websoft/Unify-EA-SF|GitHub]]
   - Xiangrong Zhu, Guangyao Li, Wei Hu$^\star$.\\ Heterogeneous federated knowledge graph embedding learning and unlearning.\\ In: //WWW//, 2444--2454, 2023. [[https://arxiv.org/abs/2302.02069|arXiv]] [[https://github.com/nju-websoft/FedLU|GitHub]]   - Xiangrong Zhu, Guangyao Li, Wei Hu$^\star$.\\ Heterogeneous federated knowledge graph embedding learning and unlearning.\\ In: //WWW//, 2444--2454, 2023. [[https://arxiv.org/abs/2302.02069|arXiv]] [[https://github.com/nju-websoft/FedLU|GitHub]]
   - Yuanning Cui, Yuxin Wang, Zequn Sun, Wenqiang Liu$^\triangle$, Yiqiao Jiang$^\triangle$, Kexin Han$^\triangle$, Wei Hu$^\star$.\\ Lifelong embedding learning and transfer for growing knowledge graphs.\\ In: //AAAI//, 4217--4224, 2023. [[https://arxiv.org/abs/2211.15845|arXiv]] [[https://github.com/nju-websoft/LKGE|GitHub]]   - Yuanning Cui, Yuxin Wang, Zequn Sun, Wenqiang Liu$^\triangle$, Yiqiao Jiang$^\triangle$, Kexin Han$^\triangle$, Wei Hu$^\star$.\\ Lifelong embedding learning and transfer for growing knowledge graphs.\\ In: //AAAI//, 4217--4224, 2023. [[https://arxiv.org/abs/2211.15845|arXiv]] [[https://github.com/nju-websoft/LKGE|GitHub]]
-  - Wenzheng Zhao, Yuanning Cui, Wei Hu$^\star$.\\ Improving continual relation extraction by distinguishing analogous semantics.\\ In: //ACL//, 2023. [[http://arxiv.org/abs/2305.06620|arXiv]] [[https://github.com/nju-websoft/CEAR|GitHub]] +  - Wenzheng Zhao, Yuanning Cui, Wei Hu$^\star$.\\ Improving continual relation extraction by distinguishing analogous semantics.\\ In: //ACL//, 1162--1175, 2023. [[http://arxiv.org/abs/2305.06620|arXiv]] [[https://github.com/nju-websoft/CEAR|GitHub]] 
-  - Zequn Sun, Yuanning Cui, Wei Hu$^\star$.\\ Lifelong representation learning on multi-sourced knowledge graphs via linked entity replay.\\ //Ruan Jian Xue Bao//, 2023. [[https://github.com/nju-websoft/LifeKE|GitHub]]+  - Zequn Sun, Yuanning Cui, Wei Hu$^\star$.\\ Lifelong representation learning on multi-sourced knowledge graphs via linked entity replay.\\ //Ruan Jian Xue Bao//, 34(10):4501--4517, 2023. [[https://github.com/nju-websoft/LifeKE|GitHub]]
   - Guangyao Li, Zequn Sun, Wei Hu$^\star$, Gong Cheng, Yuzhong Qu.\\ Position-aware relational transformer for knowledge graph embedding.\\ //IEEE Transactions on Neural Networks and Learning Systems//, 2023. [[https://doi.org/10.1109/TNNLS.2023.3262937|IEEE]] [[https://github.com/nju-websoft/Knowformer|GitHub]]   - Guangyao Li, Zequn Sun, Wei Hu$^\star$, Gong Cheng, Yuzhong Qu.\\ Position-aware relational transformer for knowledge graph embedding.\\ //IEEE Transactions on Neural Networks and Learning Systems//, 2023. [[https://doi.org/10.1109/TNNLS.2023.3262937|IEEE]] [[https://github.com/nju-websoft/Knowformer|GitHub]]
-  - Xinyi Wang, Zitao Wang, Wei Hu$^\star$.\\ Serial contrastive knowledge distillation for continual few-shot relation extraction.\\ In: //Findings of ACL//, 2023. [[http://arxiv.org/abs/2305.06616|arXiv]] [[https://github.com/nju-websoft/SCKD|GitHub]] +  - Zitao Wang, Xinyi Wang, Wei Hu$^\star$.\\ Continual event extraction with semantic confusion rectification.\\ In: //EMNLP//, 2023. [[http://arxiv.org/abs/2310.15470|arXiv]] [[https://github.com/nju-websoft/SCR|GitHub]] 
-  - 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.\\ In: //IJCAI//, 2023.+  - Xinyi Wang, Zitao Wang, Wei Hu$^\star$.\\ Serial contrastive knowledge distillation for continual few-shot relation extraction.\\ In: //Findings of ACL//, 12693--12706, 2023. [[http://arxiv.org/abs/2305.06616|arXiv]] [[https://github.com/nju-websoft/SCKD|GitHub]] 
 +  - Yuxin Wang, Jieru Lin$^\triangle$, Zhiwei Yu$^\triangle$, Wei Hu$^\star$, Börje F. Karlsson$^\triangle$.\\ Open-world story generation with structured knowledge enhancement: A comprehensive survey.\\ //Neurocomputing//, 2023. [[https://www.sciencedirect.com/science/article/pii/S0925231223009153|Elsevier]] 
 +  - 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.\\ In: //IJCAI//, 3839--3847, 2023.
   - Ziyang Li, Yu Gu$^\triangle$, Yulin Shen, Wei Hu, Gong Cheng$^\star$.\\ TRAVERS: A diversity-based dynamic approach to iterative relevance search over knowledge graphs.\\ In: //WWW//, 2560--2571, 2023.   - Ziyang Li, Yu Gu$^\triangle$, Yulin Shen, Wei Hu, Gong Cheng$^\star$.\\ TRAVERS: A diversity-based dynamic approach to iterative relevance search over knowledge graphs.\\ In: //WWW//, 2560--2571, 2023.
   - Haipeng Dai, Lei Meng, Hancheng Wang, Rong Gu, Siwen Chen, Feng Chen, Wei Hu$^\star$.\\ Distantly supervised entity linking with selection consistency constraint.\\ In: //DASFAA//, 784--799, 2023.    - Haipeng Dai, Lei Meng, Hancheng Wang, Rong Gu, Siwen Chen, Feng Chen, Wei Hu$^\star$.\\ Distantly supervised entity linking with selection consistency constraint.\\ In: //DASFAA//, 784--799, 2023. 
en/team/publications.1688002062.txt.gz · Last modified: 2023/06/29 09:27 by whu