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

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team:publications [2025/10/26 10:52] – [2025 年] whuteam:publications [2025/11/09 09:05] (当前版本) – [2025 年] whu
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 ==== 2026 年 ==== ==== 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//, 2026.+  - 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]] 
 +  - Xiangyu Liu, Haodi Lei, Yi Liu, Yang Liu, Wei Hu$^\star$.\\ ProtSAE: Disentangling and interpreting protein language models via semantically-guided sparse autoencoders.\\ In: //AAAI//, 2026. 
 +  - Yi Liu, Xiangyu Liu, Zequn Sun, Wei Hu$^\star$.\\ Answering the unanswerable is to err knowingly: Analyzing and mitigating abstention failures in large reasoning models.\\ In: //AAAI//, 2026. 
 +  - Jianhao Chen, Zishuo Xun$^\triangle$, Bocheng Zhou$^\triangle$, Han Qi$^\triangle$, Hangfan Zhang$^\triangle$, Qiaosheng Zhang$^\triangle$, Yang Chen$^\triangle$, Wei Hu, Yuzhong Qu, Shuyue Hu$^\triangle$.\\ Do we truly need so many samples? Multi-LLM repeated sampling efficiently scales test-time compute.\\ In: //AAAI//, 2026.
  
 ==== 2025 年 ==== ==== 2025 年 ====
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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]] 
-  - 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]]+  - 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$^\triangle$, 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]]
-  - 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]] +  - Zitao Wang, Xinyi Wang, Wei Hu$^\star$.\\ Mixture of LoRA experts for continual information extraction with LLMs.\\ In: //EMNLP Findings//, 13324--13339, 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. [[https://github.com/nju-websoft/ProbeKGC|GitHub]] +  - 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//, 16256--16272, 2025. [[https://arxiv.org/abs/2509.07555|arXiv]]
-  - 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. +
   - 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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 ==== 2024 年 ==== ==== 2024 年 ====
  
team/publications.1761447129.txt.gz · 最后更改: 2025/10/26 10:52 由 whu