Stop Treating Collisions Equally: Qualification-Aware Semantic ID Learning for Recommendation at Industrial Scale. - Zheng Hu 001; Yuxin Chen; Yongsen Pan; Xu Yuan; Yuting Yin; Daoyuan Wang; Boyang Xia; Zefei Luo; Hongyang Wang; Songhao Ni; Dongxu Liang; Jun Wang; et al. (CoRR, 2026)

Beyond Static Collision Handling: Adaptive Semantic ID Learning for Multimodal Recommendation at Industrial Scale. - Yongsen Pan; Yuxin Chen; Zheng Hu 001; Xu Yuan; Daoyuan Wang; Yuting Yin; Songhao Ni; Hongyang Wang; Jun Wang; Fuji Ren; Wenwu Ou (CoRR, 2026)