知识花园 (Knowledge Garden)

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

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en:team:publications [2025/07/22 16:09] – [2025] whuen:team:publications [2025/10/28 08:48] (current) – [2025] whu
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 ====== Publications ====== ====== Publications ======
  
-**Marks**: $^\star$//Corresponding author//; $^\dagger$//Equal contributor//; $^\triangle$//Outside collaborator//+**Marks**: $^\star$//Corresponding author//; $^\dagger$//Equal contributor//; $^\triangle$//External collaborator// 
 + 
 +==== 2026 年 ==== 
 + 
 +  - Ziqi Wang, Jingzhe Zhang, Wei Hu$^\star$.\\ WoW: A window-to-window incremental index for range-filtering approximate nearest neighbor search.\\ In: //SIGMOD//, 3(6):378, 2026. [[https://arxiv.org/abs/2508.18617|arXiv]] [[https://github.com/nju-websoft/WoW|GitHub]] 
  
 ==== 2025 ==== ==== 2025 ====
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   - Xiangyu Liu, Yi Liu, Silei Chen, Wei Hu$^\star$.\\ Controllable protein sequence generation with LLM preference optimization.\\ In: //AAAI//, 505--513, 2025. [[http://arxiv.org/abs/2501.15007|arXiv]] [[https://github.com/nju-websoft/CtrlProt|GitHub]]   - Xiangyu Liu, Yi Liu, Silei Chen, Wei Hu$^\star$.\\ Controllable protein sequence generation with LLM preference optimization.\\ In: //AAAI//, 505--513, 2025. [[http://arxiv.org/abs/2501.15007|arXiv]] [[https://github.com/nju-websoft/CtrlProt|GitHub]]
   - Rongzhi Zhu, Xiangyu Liu, Zequn Sun$^\star$, Yiwei Wang$^\triangle$, Wei Hu.\\ Mitigating lost-in-retrieval problems in retrieval augmented multi-hop question answering.\\ In: //ACL//, 2025. [[https://arxiv.org/abs/2502.14245|arXiv]] [[https://github.com/nju-websoft/ChainRAG|GitHub]]   - Rongzhi Zhu, Xiangyu Liu, Zequn Sun$^\star$, Yiwei Wang$^\triangle$, Wei Hu.\\ Mitigating lost-in-retrieval problems in retrieval augmented multi-hop question answering.\\ In: //ACL//, 2025. [[https://arxiv.org/abs/2502.14245|arXiv]] [[https://github.com/nju-websoft/ChainRAG|GitHub]]
-  - Yang Liu, Xiaoxia Jiang$^\triangle$, Yuanning Cui, Yu Wang$^\triangle$, Wei Hu$^\star$.\\ Missing data recovery for heterogeneous graphs with incremental multi-source data fusion.\\  Frontiers of Computer Science, 2025. [[https://doi.org/10.1007/s11704-025-41420-2|HEP]] 
   - Xiangrong Zhu, Yuexiang Xie$^\triangle$, Yi Liu, Yaliang Li$^\triangle$, Wei Hu.\\ Knowledge graph-guided retrieval augmented generation.\\ In: //NAACL//, 2025. [[https://arxiv.org/abs/2502.06864|arXiv]] [[https://github.com/nju-websoft/KG2RAG|GitHub]]   - Xiangrong Zhu, Yuexiang Xie$^\triangle$, Yi Liu, Yaliang Li$^\triangle$, Wei Hu.\\ Knowledge graph-guided retrieval augmented generation.\\ In: //NAACL//, 2025. [[https://arxiv.org/abs/2502.06864|arXiv]] [[https://github.com/nju-websoft/KG2RAG|GitHub]]
-  - Xiangrong Zhu, Yuexiang Xie$^\triangle$, Yang Liu, Yaliang Li$^\triangle$, Wei Hu$^\star$.\\ Parameter-efficient federated knowledge graph embedding learning and unlearning.\\ In: //ISWC//, 2025.  +  - Xinyi Wang, Zitao Wang, Yuan Feng$^\triangle$, Wei Hu$^\star$.\\ Continual document-level relation extraction with partial labeling compensation.\\ Frontiers of Computer Science, 2025. [[https://doi.org/10.1007/s11704-025-50492-z|HEP]] 
-  - Yang Liu, Zequn Sun$^\star$, Zhoutian Shao, Yuanning Cui, Wei Hu.\\ Are LLMs really knowledgeable for knowledge graph completion?\\ In: //ISWC (Resource Track)//, 2025. +  - Yang Liu, Xiaoxia Jiang$^\triangle$, Yuanning Cui, Yu Wang$^\triangle$, Wei Hu$^\star$.\\ Missing data recovery for heterogeneous graphs with incremental multi-source data fusion.\\ Frontiers of Computer Science, 2025. [[https://doi.org/10.1007/s11704-025-41420-2|HEP]] 
 +  - Xiangrong Zhu, Yuexiang Xie$^\triangle$, Yang Liu, Yaliang Li$^\triangle$, Wei Hu$^\star$.\\ Parameter-efficient federated knowledge graph embedding learning and unlearning.\\ In: //ISWC//, 2025. [[https://github.com/nju-websoft/PFLU|GitHub]] 
 +  - Yang Liu, Zequn Sun$^\star$, Zhoutian Shao, Yuanning Cui, Wei Hu.\\ Are LLMs really knowledgeable for knowledge graph completion?\\ In: //ISWC (Resource Track)//, 2025. [[https://github.com/nju-websoft/ProbeKGC|GitHub]] 
 +  - Zitao Wang, Xinyi Wang, Wei Hu$^\star$.\\ Mixture of LoRA experts for continual information extraction with LLMs.\\ In: //EMNLP Findings//, 2025. 
 +  - Yi Liu, Xiangrong Zhu, Xiangyu Liu, Wei Wei, Wei Hu$^\star$.\\ Avoiding knowledge edit skipping in multi-hop question answering with guided decomposition.\\ In: //EMNLP Findings//, 2025. [[https://arxiv.org/abs/2509.07555|arXiv]]
   - Xinyi Wang, Xiangrong Zhu, Wei Hu$^\star$.\\ Evidence selection via multi-aspect query diversification for cross-document relation extraction.\\ Journal of Intelligent Information Systems, 2025. [[https://doi.org/10.1007/s10844-025-00952-6|Springer]]   - Xinyi Wang, Xiangrong Zhu, Wei Hu$^\star$.\\ Evidence selection via multi-aspect query diversification for cross-document relation extraction.\\ Journal of Intelligent Information Systems, 2025. [[https://doi.org/10.1007/s10844-025-00952-6|Springer]]
   - Wei Hu, Zequn Sun.\\ Knowledge fusion.\\ In: //Handbook on Neurosymbolic AI and Knowledge Graphs//, 300--318, 2025. [[https://ebooks.iospress.nl/volume/handbook-on-neurosymbolic-ai-and-knowledge-graphs|IOS]]   - Wei Hu, Zequn Sun.\\ Knowledge fusion.\\ In: //Handbook on Neurosymbolic AI and Knowledge Graphs//, 300--318, 2025. [[https://ebooks.iospress.nl/volume/handbook-on-neurosymbolic-ai-and-knowledge-graphs|IOS]]
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   - Xinyi Wang, Wenzheng Zhao, Xiangrong Zhu, Wei Hu$^\star$.\\ Can ChatGPT solve relation extraction? An extensive assessment via design choice exploration.\\ In: //NLPCC//, 346--358, 2024.   - Xinyi Wang, Wenzheng Zhao, Xiangrong Zhu, Wei Hu$^\star$.\\ Can ChatGPT solve relation extraction? An extensive assessment via design choice exploration.\\ In: //NLPCC//, 346--358, 2024.
   - Jianhao Chen, Haoyuan Ouyang, Junyang Ren, Wentao Ding, Wei Hu, Yuzhong Qu.\\ Timeline-based sentence decomposition with in-context learning for temporal fact extraction.\\ In: //ACL//, 3415--3432, 2024.    - Jianhao Chen, Haoyuan Ouyang, Junyang Ren, Wentao Ding, Wei Hu, Yuzhong Qu.\\ Timeline-based sentence decomposition with in-context learning for temporal fact extraction.\\ In: //ACL//, 3415--3432, 2024. 
 +
 ==== 2023 ==== ==== 2023 ====
  
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   - Kexuan Xin$^\triangle$, Zequn Sun, Wen Hua$^{\triangle,\star}$, Wei Hu$^\star$, Xiaofang Zhou$^\triangle$.\\ Informed multi-context entity alignment.\\ In: //WSDM//, 1197--1205, 2022.   - Kexuan Xin$^\triangle$, Zequn Sun, Wen Hua$^{\triangle,\star}$, Wei Hu$^\star$, Xiaofang Zhou$^\triangle$.\\ Informed multi-context entity alignment.\\ In: //WSDM//, 1197--1205, 2022.
   - Kexuan Xin$^\triangle$, Zequn Sun, Wen Hua$^{\triangle,\star}$, Wei Hu, Jianfeng Qu$^\triangle$, Xiaofang Zhou$^\triangle$.\\ Large-scale entity alignment via knowledge graph merging, partitioning and embedding.\\ In: //CIKM//, 1197--1205, 2022.   - Kexuan Xin$^\triangle$, Zequn Sun, Wen Hua$^{\triangle,\star}$, Wei Hu, Jianfeng Qu$^\triangle$, Xiaofang Zhou$^\triangle$.\\ Large-scale entity alignment via knowledge graph merging, partitioning and embedding.\\ In: //CIKM//, 1197--1205, 2022.
 +
 ==== 2021 ==== ==== 2021 ====
  
en/team/publications.1753171764.txt.gz · Last modified: 2025/07/22 16:09 by whu