知识花园 (Knowledge Garden)

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

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team:publications [2025/11/09 09:00] – [2025 年] whuteam:publications [2025/11/09 09:05] (当前版本) – [2025 年] whu
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   - Yuanning Cui, Zequn Sun, Wei Hu$^\star$.\\ Transfer-and-fusion: Integrated link prediction across knowledge graphs.\\ IEEE Transactions on Knowledge and Data Engineering, 2025. [[https://doi.org/10.1109/TKDE.2025.3544255|IEEE]] [[https://github.com/nju-websoft/CLP|GitHub]]   - Yuanning Cui, Zequn Sun, Wei Hu$^\star$.\\ Transfer-and-fusion: Integrated link prediction across knowledge graphs.\\ IEEE Transactions on Knowledge and Data Engineering, 2025. [[https://doi.org/10.1109/TKDE.2025.3544255|IEEE]] [[https://github.com/nju-websoft/CLP|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]]   - 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//, 22362--22375, 2025. [[https://arxiv.org/abs/2502.14245|arXiv]] [[https://github.com/nju-websoft/ChainRAG|GitHub]]
   - Yang Liu, Zequn Sun$^\star$, Zhoutian Shao, Yuanning Cui, Wei Hu.\\ Are LLMs really knowledgeable for knowledge graph completion?\\ In: //ISWC//, 77--95, 2025. **Resource track spotlight**. [[https://github.com/nju-websoft/ProbeKGC|GitHub]]   - Yang Liu, Zequn Sun$^\star$, Zhoutian Shao, Yuanning Cui, Wei Hu.\\ Are LLMs really knowledgeable for knowledge graph completion?\\ In: //ISWC//, 77--95, 2025. **Resource track spotlight**. [[https://github.com/nju-websoft/ProbeKGC|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//, 462--480, 2025. [[https://github.com/nju-websoft/PFLU|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//, 462--480, 2025. [[https://github.com/nju-websoft/PFLU|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$^\triangle$, Yi Liu, Yaliang Li$^\triangle$, Wei Hu.\\ Knowledge graph-guided retrieval augmented generation.\\ In: //NAACL//, 8912--8924, 2025. [[https://arxiv.org/abs/2502.06864|arXiv]] [[https://github.com/nju-websoft/KG2RAG|GitHub]]
   - 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]]    - 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, 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]]   - 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]]
team/publications.txt · 最后更改: 2025/11/09 09:05 由 whu