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At line 7 changed 7 lines
*GraDaSE: Graph-Based Dataset Search with Examples. __Proc. EMNLP__
*Mixture of LoRA experts for continual information extraction with LLMs. __Findings of EMNLP__
*Avoiding knowledge edit skipping in multi-hop question answering with guided decomposition. __Findings of EMNLP__
*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__
*DSEBench: A Test Collection for Explainable Dataset Search with Examples. __Proc. APWeb__
*InteractScience: Programmatic and Visually-Grounded Evaluation of Interactive Scientific Demonstration Code Generation. __Proc. ICML__
*Improving code translation with syntax-guided and semantic-aware preference optimization. __Proc. IJCAI__
*BCaLLM: Call graph-guided Python breaking change detection with large language models. __Proc. ISSTA__
*Bootstrapping code translation with weighted multilanguage exploration. __Proc. ACL__
*How do answer tokens read reasoning traces? Self-reading patterns in thinking LLMs for quantitative reasoning. __Findings of ACL__
*To diff or not to diff? Structure-aware and adaptive output formats for efficient LLM-based code editing. __Findings of ACL__
*FormulaReasoning: A Dataset for Formula-Based Numerical Reasoning. __Findings of ACL__
*Content-Based Dataset Knowledge Graphs for Dataset Search. __Proc. SIGIR__
*SQA: SPARQL Query Annotating with Question-Answer Pairs. __Proc. ESWC__
*CR-TKGQA: A Temporal Knowledge Graph Question Answering Dataset Involving Complex Reasoning. __Proc. ESWC %%(color:red;)(最佳资源论文提名)%%__
*Decomposing complexity: A difficulty-aware multi-agent framework for open-domain knowledge graph construction. __Proc. DASFAA__
*FlowGen: Synthesizing Diverse Flowcharts to Enhance and Benchmark MLLM Reasoning. __Proc. ICLR__
*Self-improving code generation via semantic entropy and behavioral consensus. __Proc. ICPC__
At line 22 added 6 lines
!2026
*Qicheng Shan, Yuxuan Yang, Gong Cheng: Practical Group Steiner Tree Algorithms for Web Applications with Many Groups. __Proc. WWW__
*Xiangyu Liu, Haodi Lei, Yi Liu, Yang Liu, Wei Hu: ProtSAE: Disentangling and Interpreting Protein Language Models via Semantically-Guided Sparse Autoencoders. __Proc. AAAI__
*Jianhao Chen, Zishuo Xun, Bocheng Zhou, Han Qi, Hangfan Zhang, Qiaosheng Zhang, Yang Chen, Wei Hu, Yuzhong Qu, Shuyue Hu: Do We Truly Need So Many Samples? Multi-LLM Repeated Sampling Efficiently Scales Test-Time Compute. __Proc. AAAI__
*Yi Liu, Xiangyu Liu, Zequn Sun, Wei Hu: Answering the Unanswerable Is to Err Knowingly: Analyzing and Mitigating Abstention Failures in Large Reasoning Models. __Proc. AAAI__
At line 29 added 7 lines
*Weiqing Luo, Chonggang Song, Lingling Yi, Gong Cheng: TRAWL: External Knowledge-Enhanced Recommendation with LLM Assistance. __Proc. CIKM__
*Jing He, Mingyang Lv, Qing Shi, Gong Cheng: GraDaSE: Graph-Based Dataset Search with Examples. __Proc. EMNLP__
*Zitao Wang, Xinyi Wang, Wei Hu: Mixture of LoRA Experts for Continual Information Extraction with LLMs. __Findings of EMNLP__
*Yi Liu, Xiangrong Zhu, Xiangyu Liu, Wei Wei, Wei Hu: Avoiding Knowledge Edit Skipping in Multi-hop Question Answering with Guided Decomposition. __Findings of EMNLP__
*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)%%__
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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.__
*CN-PDS: Facilitating Dataset Search with LLMs and Its Application to China's Public Data. __Data Sci. Eng. %%(color:red;)(CCKS 2025最佳应用论文奖)%%__
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!2026
*Xiaxia Wang, Qiaosheng Chen, Qing Shi, Weiqing Luo, Jeff Z. Pan, Baifan Zhou, Evgeny Kharlamov, Gong Cheng: CADDIE: A Prototype of Content-Based Ad Hoc RDF Dataset Retrieval. __J. Web Semant.__
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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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