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*Prompt-based knowledge graph foundation model for universal in-context reasoning. __Proc. NeurIPS__
*MergeMinds: Boosting Multilingual Reasoning with the Built-in Capabilities of LLMs. __Proc. NeurIPS__
*A pair programming framework for code generation via multi-plan exploration and feedback-driven refinement. __Proc. ASE %%(color:red;)(杰出论文奖)%%__
*Can ChatGPT solve relation extraction? An extensive assessment via design choice exploration. __Proc. NLPCC__
*DUNKS: Chunking and Summarizing Large and Heterogeneous Data for Dataset Search. __Proc. ISWC__
*Finetuning generative large language models with discrimination instructions for knowledge graph completion. __Proc. ISWC__
*Expanding the scope: Inductive knowledge graph reasoning with multi-starting progressive propagation. __Proc. ISWC__
*A Survey on Extractive Knowledge Graph Summarization: Applications, Approaches, Evaluation, and Future Directions. __Proc. IJCAI__
*Knowledge graph-guided retrieval augmented generation. __Proc. NAACL__
*Controllable protein sequence generation with LLM preference optimization. __Proc. AAAI__
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*Yuanning Cui, Zequn Sun, Wei Hu: A Prompt-Based Knowledge Graph Foundation Model for Universal In-Context Reasoning. __Proc. NeurIPS__
*Zixian Huang, Wenhao Zhu, Gong Cheng, Lei Li, Fei Yuan: MindMerger: Efficiently Boosting LLM Reasoning in non-English Languages. __Proc. NeurIPS__
*Qiaosheng Chen, Xiao Zhou, Zhiyang Zhang, Gong Cheng: DUNKS: Chunking and Summarizing Large and Heterogeneous Data for Dataset Search. __Proc. ISWC__
*Yang Liu, Xiaobin Tian, Zequn Sun, Wei Hu: Finetuning Generative Large Language Models with Discrimination Instructions for Knowledge Graph Completion. __Proc. ISWC__
*Zhoutian Shao, Yuanning Cui, Wei Hu: Expanding the Scope: Inductive Knowledge Graph Reasoning with Multi-starting Progressive Propagation. __Proc. ISWC__
*Xinyi Wang, Wenzheng Zhao, Xiangrong Zhu, Wei Hu: Can ChatGPT Solve Relation Extraction? An Extensive Assessment via Design Choice Exploration. __Proc. NLPCC__
*Huan Zhang, Wei Cheng, Yuhan Wu, Wei Hu: A Pair Programming Framework for Code Generation via Multi-Plan Exploration and Feedback-Driven Refinement. __Proc. ASE %%(color:red;)(杰出论文奖)%%__
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*Xiaxia Wang, Gong Cheng: A Survey on Extractive Knowledge Graph Summarization: Applications, Approaches, Evaluation, and Future Directions. __Proc. IJCAI__
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*Targeted Training for Numerical Reasoning with Large Language Models. __Knowl. Inf. Syst.__
*Transfer-and-fusion: Integrated link prediction across knowledge graphs. __IEEE Trans. Knowl. Data Eng.__
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!2025
*Xiao Li, Sichen Liu, Yin Zhu, Gong Cheng: Targeted training for numerical reasoning with large language models. __Knowl. Inf. Syst.__
*Zixian Huang, Xinwei Huang, Ao Wu, Xiaxia Wang, Gong Cheng: Transforming decoder-only models into encoder-only models with improved understanding capabilities. __Knowl. Based Syst.__
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*Liang Zheng, Yuzhong Qu, Xinqi Qian, Gong Cheng: A hierarchical co-clustering approach for entity exploration over Linked Data. __Knowl. Based Syst.__
*Liang Zheng, Yuzhong Qu, Xinqi Qian, Gong Cheng: A hierarchical co-clustering approach for entity exploration over Linked Data. __Knowl.-Based Syst.__
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