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个人简介
My main research interests are in the fields of Information Processing. Related topics include data mining, information retrieval, machine learning, pattern recognition... I'd like to help people get what they need more easily. Let the computer do more for us with less help from us, learn from experience, adapt effortlessly, and discover new knowledge. We need computers that reduce the information overload by extracting the important patterns from masses of data. And we need computer understand what we need. This poses many deep and fascinating scientific problems: How can a computer decide autonomously which representation is best for target knowledge? How can it tell genuine regularities from chance occurrences? How can pre-existing knowledge be exploited? How can learned results be made understandable by us?
研究兴趣
论文共 351 篇作者统计合作学者相似作者
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AAAI 2024no. 7 (2024): 7505-7513
arxiv(2024)
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Wenxiao Wang,Wei Chen, Yicong Luo, Yongliu Long, Zhengkai Lin, Liye Zhang,Binbin Lin,Deng Cai,Xiaofei He
CoRR (2024)
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Yuqi Lin,Minghao Chen,Kaipeng Zhang, Hengjia Li, Mingming Li,Zheng Yang, Dongqin Lv,Binbin Lin,Haifeng Liu,Deng Cai
AAAI 2024no. 4 (2024): 3513-3521
Zhanwei Zhang,Minghao Chen, Shuai Xiao,Liang Peng, Hengjia Li,Binbin Lin,Ping Li,Wenxiao Wang,Boxi Wu,Deng Cai
arxiv(2024)
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Yang Yang, Wen Wang,Liang Peng, Chaotian Song, Yao Chen, Hengjia Li,Xiaolong Yang,Qinglin Lu,Deng Cai,Boxi Wu,Wei Liu
CoRR (2024)
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AAAI 2024no. 6 (2024): 6153-6161
AAAI 2024no. 6 (2024): 6306-6314
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