知识花园 (Knowledge Garden)

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

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后一修订版		前一修订版
team:publications [2025/07/19 08:55] – [2025 年] whuteam:publications [2025/08/07 19:31] (当前版本) – [2025 年] whu
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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$^\triangle$, 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.   
-  - Yang Liu, Zequn Sun$^\star$, Zhoutian Shao, Yuanning Cui, Wei Hu.\\ Are LLMs really knowledgeable for knowledge graph completion?\\ In: //ISWC (resource)//, 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.  
 +  - Yang Liu, Zequn Sun$^\star$, Zhoutian Shao, Yuanning Cui, Wei Hu.\\ Are LLMs really knowledgeable for knowledge graph completion?\\ In: //ISWC (Resource Track)//, 2025. 
   - 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]]
team/publications.1752886557.txt.gz · 最后更改: 2025/07/19 08:55 由 whu