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cs.IR2026
ModelLakeFishing: Efficient Retrieval over Million-Scale Model Lakes
Xiaoyang Liu, Zhengyuan Dong, Renée J. Miller
Open model lakes may contain millions of reusable models, making it costly to identify suitable models for a new dataset. We present ModelLakeFishing, a model-retrieval framework f…
cs.IR2026
Diversed Model Discovery via Structured Table Discovery
Zhengyuan Dong, Renée J. Miller
Model cards describe model behavior through a mixture of textual descriptions and structured artifacts, including performance, configuration, and dataset tables. Existing model sea…