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*Practical Group Steiner Tree Algorithms for Web Applications with Many Groups. __Proc. WWW__
*Self-improving code generation via semantic entropy and behavioral consensus. __Proc. ICPC__
*ProtSAE: Disentangling and interpreting protein language models via semantically-guided sparse autoencoders. __Proc. AAAI__
*Answering the unanswerable is to err knowingly: Analyzing and mitigating abstention failures in large reasoning models. __Proc. AAAI__
*Do we truly need so many samples? Multi-LLM repeated sampling efficiently scales test-time compute. __Proc. AAAI__
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*TRAWL: External Knowledge-Enhanced Recommendation with LLM Assistance. __Proc. CIKM__
*Parameter-efficient Federated Knowledge Graph Embedding Learning and Unlearning. __Proc. ISWC__
*mmRAG: A Modular Benchmark for Retrieval-Augmented Generation over Text, Tables, and Knowledge Graphs. __Proc. ISWC__
*Are LLMs Really Knowledgeable for Knowledge Graph Completion? __Proc. ISWC__
*TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data. __Proc. ACL__
*Mitigating lost-in-retrieval problems in retrieval augmented multi-hop question answering. __Proc. ACL__
*Reverse Preference Optimization for Complex Instruction Following. __Findings of ACL__
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*Weiqing Luo, Chonggang Song, Lingling Yi, Gong Cheng: TRAWL: External Knowledge-Enhanced Recommendation with LLM Assistance. __Proc. CIKM__
*Xiangrong Zhu, Yuexiang Xie, Yang Liu, Yaliang Li, Wei Hu: Parameter-Efficient Federated Knowledge Graph Embedding Learning and Unlearning. __Proc. ISWC__
*Chuan Xu, Qiaosheng Chen, Yutong Feng, Gong Cheng: mmRAG: A Modular Benchmark for Retrieval-Augmented Generation over Text, Tables, and Knowledge Graphs. __Proc. ISWC__
*Yang Liu, Zequn Sun, Zhoutian Shao, Yuanning Cui, Wei Hu: Are LLMs Really Knowledgeable for Knowledge Graph Completion? __Proc. ISWC %%(color:red;)(亮点论文)%%__
*Xiang Huang, Jiayu Shen, Shanshan Huang, Sitao Cheng, Xiaxia Wang, Yuzhong Qu: TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data. __Proc. ACL__
*Rongzhi Zhu, Xiangyu Liu, Zequn Sun, Yiwei Wang, Wei Hu: Mitigating Lost-in-Retrieval Problems in Retrieval Augmented Multi-Hop Question Answering. __Proc. ACL__
*Xiang Huang, Ting-En Lin, Feiteng Fang, Yuchuan Wu, Hangyu Li, Yuzhong Qu, Fei Huang, Yongbin Li: Reverse Preference Optimization for Complex Instruction Following. __Findings of ACL__
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*Evidence selection via multi-aspect query diversification for cross-document relation extraction. __Int. J. Intell. Inf. Technol.__
*Transfer-and-fusion: Integrated link prediction across knowledge graphs. __IEEE Trans. Knowl. Data Eng.__
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*Ziqi Wang, Jingzhe Zhang, Wei Hu: WoW: A Window-to-Window Incremental Index for Range-Filtering Approximate Nearest Neighbor Search. __Proc. ACM Manag. Data__
*Xinyi Wang, Xiangrong Zhu, Wei Hu: Evidence selection via multi-aspect query diversification for cross-document relation extraction. __J. Intell. Inf. Syst.__
*Yuanning Cui, Zequn Sun, Wei Hu: Transfer-and-Fusion: Integrated Link Prediction Across Knowledge Graphs. __IEEE Trans. Knowl. Data Eng.__
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*Jiacheng Huang, Zequn Sun, Qijin Chen, Xiaozhou Xu, Weijun Ren, Wei Hu: Deep Active Alignment of Knowledge Graph Entities and Schemata. __PACMMOD__
*Jiacheng Huang, Zequn Sun, Qijin Chen, Xiaozhou Xu, Weijun Ren, Wei Hu: Deep Active Alignment of Knowledge Graph Entities and Schemata. __Proc. ACM Manag. Data__
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