Pairwise Generalized Importance Weighting for Metric Learning Under Distribution Shift. - Richeng Zhou; Xuelin Zhang; Hong Chen; Weifu Li; Liyuan Liu (ICPADS, 2025)

Quantifying Multimodal Capabilities: Formal Generalization Guarantees in Pairwise Metric Learning. - Richeng Zhou; Xuelin Zhang; Liyuan Liu (CoRR, 2026)