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Fewer is More: Efficient Object Detection in Large Aerial Images


Dec 26, 2022
Xingxing Xie, Gong Cheng, Qingyang Li, Shicheng Miao, Ke Li, Junwei Han

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DyRRen: A Dynamic Retriever-Reranker-Generator Model for Numerical Reasoning over Tabular and Textual Data


Nov 23, 2022
Xiao Li, Yin Zhu, Sichen Liu, Jiangzhou Ju, Yuzhong Qu, Gong Cheng

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* 9 pages, accepted by AAAI 2023 

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Query-based Industrial Analytics over Knowledge Graphs with Ontology Reshaping


Sep 22, 2022
Zhuoxun Zheng, Baifan Zhou, Dongzhuoran Zhou, Gong Cheng, Ernesto Jiménez-Ruiz, Ahmet Soylu, Evgeny Kharlamo

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Towards Ontology Reshaping for KG Generation with User-in-the-Loop: Applied to Bosch Welding


Sep 22, 2022
Dongzhuoran Zhou, Baifan Zhou, Jieying Chen, Gong Cheng, Egor V. Kostylev, Evgeny Kharlamov

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Knowledge Base Question Answering: A Semantic Parsing Perspective


Sep 18, 2022
Yu Gu, Vardaan Pahuja, Gong Cheng, Yu Su

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* 19 pages, 3 figures; accepted to AKBC'22; fixed citation styles 

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Towards Large-Scale Small Object Detection: Survey and Benchmarks


Jul 31, 2022
Gong Cheng, Xiang Yuan, Xiwen Yao, Kebing Yan, Qinghua Zeng, Junwei Han

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* 20 pages, 12 figures 

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Clues Before Answers: Generation-Enhanced Multiple-Choice QA


Apr 30, 2022
Zixian Huang, Ao Wu, Jiaying Zhou, Yu Gu, Yue Zhao, Gong Cheng

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* 12 pages, accepted to NAACL 2022 

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Beyond the Prototype: Divide-and-conquer Proxies for Few-shot Segmentation


Apr 21, 2022
Chunbo Lang, Binfei Tu, Gong Cheng, Junwei Han

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* accepted to IJCAI 2022 Long Oral 

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Learning What Not to Segment: A New Perspective on Few-Shot Segmentation


Mar 29, 2022
Chunbo Lang, Gong Cheng, Binfei Tu, Junwei Han

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* Accepted to CVPR 2022 Oral 

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