An Expanded Benchmark that Rediscovers and Affirms the Edge of Uncertainty Sampling for Active Learning in Tabular Datasets. - Po-Yi Lu; Yi-Jie Cheng; Chun-Liang Li; Hsuan-Tien Lin (Trans. Mach. Learn. Res., 2025)

LLM Inference Enhanced by External Knowledge: A Survey. - Yu-Hsuan Lin; Qian-Hui Chen; Yi-Jie Cheng; Jia-Ren Zhang; Yi-Hung Liu; Liang-Yu Hsia; Yun-Nung Chen (CoRR, 2025)