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Recently, a paper named 'HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark', jointly authored by Zhang Jianqing (the first author), a doctoral student from the Institute of Intelligent Software Technologies and Systems at the School of Computer Science, Shanghai Jiao Tong University, and Professor Cao Jian (the corresponding author), received the Runner-Up Prize for the Best Paper in the 'Dataset and Benchmark' category at KDD 2025. KDD 2025 is a leading international conference on data mining, and only three best papers were selected in this category. This paper rose to prominence among a multitude of submissions, with reviewers noting that it bridges a crucial gap in the standardized evaluation framework within this field.
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