知识花园 (Knowledge Garden)

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

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team:publications [2026/07/30 09:01] – [2026 年] whuteam:publications [2026/07/30 17:52] (当前版本) – [论文] whu
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 ====== 论文 ====== ====== 论文 ======
  
-**知识图谱**是融合知识表示与推理 (AAAI, IJCAI)、语义网 (WWW, ISWC) 自然语言处理 (ACL, EMNLPNAACL)、数据库 (SIGMOD, VLDB, ICDE, VLDB J) 与信息检索 (SIGIR)、机器学习 (ICML, NeurIPS, TNNLS) 与数据挖掘 (KDD, TKDE) 等方向交叉的**关键共性技术**。+**知识图谱**是融合知识表示与推理 (AAAI, IJCAI)、语义网 (WWW, ISWC)自然语言处理 (ACL, EMNLPNAACL)、数据库 (SIGMOD, VLDB, ICDE)、机器学习 (ICML, NeurIPS, ICLR) 等方向交叉的**关键共性技术**。
  
 **标记**:$^\star$//通讯作者//;$^\dagger$//共同一作//;$^\S$//外单位合作者// **标记**:$^\star$//通讯作者//;$^\dagger$//共同一作//;$^\S$//外单位合作者//
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   - 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//, 32231--32239, 2026. [[https://arxiv.org/abs/2508.18760|arXiv]] [[https://github.com/nju-websoft/AbstentionReasoning|GitHub]]   - 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//, 32231--32239, 2026. [[https://arxiv.org/abs/2508.18760|arXiv]] [[https://github.com/nju-websoft/AbstentionReasoning|GitHub]]
   - Yuhan Wu, Huan Zhang, Wei Cheng, Chen Shen, Jingyue Yang, Wei Hu$^\star$.\\ Improving code translation with syntax-guided and semantic-aware preference optimization.\\ In: //IJCAI//, 2026. [[https://arxiv.org/abs/2605.13229|arXiv]] [[https://github.com/nju-websoft/CTO|GitHub]]   - Yuhan Wu, Huan Zhang, Wei Cheng, Chen Shen, Jingyue Yang, Wei Hu$^\star$.\\ Improving code translation with syntax-guided and semantic-aware preference optimization.\\ In: //IJCAI//, 2026. [[https://arxiv.org/abs/2605.13229|arXiv]] [[https://github.com/nju-websoft/CTO|GitHub]]
 +  - Zequn Sun, Xiaohui Zhang, Yaqin Jin$^\S$, Wei Hu$^\star$.\\ Mitigating exploration sluggishness in iterative knowledge graph augmentation.\\ In: //ISWC//, 2026.
   - Huan Zhang, Wei Cheng, Wei Hu$^\star$.\\ Self-improving code generation via semantic entropy and behavioral consensus.\\ In: //ICPC//, 49--60, 2026. [[https://arxiv.org/abs/2603.29292|arXiv]] [[https://github.com/nju-websoft/ConSelf|GitHub]]   - Huan Zhang, Wei Cheng, Wei Hu$^\star$.\\ Self-improving code generation via semantic entropy and behavioral consensus.\\ In: //ICPC//, 49--60, 2026. [[https://arxiv.org/abs/2603.29292|arXiv]] [[https://github.com/nju-websoft/ConSelf|GitHub]]
   - Haoyang Chen, Yi Liu, Chenyang Li, Wei Hu$^\star$.\\ Decomposing complexity: A difficulty-aware multi-agent framework for open-domain knowledge graph construction.\\ In: //DASFAA//, 324--339, 2026.   - Haoyang Chen, Yi Liu, Chenyang Li, Wei Hu$^\star$.\\ Decomposing complexity: A difficulty-aware multi-agent framework for open-domain knowledge graph construction.\\ In: //DASFAA//, 324--339, 2026.
team/publications.1785373271.txt.gz · 最后更改: 2026/07/30 09:01 由 whu