PACEvolve: Enabling Long-Horizon Progress-Aware Consistent Evolution. - Minghao Yan; Bo Peng; Benjamin Coleman; Ziqi Chen; Zhouhang Xie; Shuo Chen; Zhankui He; Noveen Sachdeva; Isabella Ye; Weili Wang; Chi Wang 001; Ed H. Chi; et al. (CoRR, 2026)

AgenticTagger: Structured Item Representation for Recommendation with LLM Agents. - Zhouhang Xie; Bo Peng; Zhankui He; Ziqi Chen; Alice Han; Isabella Ye; Benjamin Coleman; Noveen Sachdeva; Fernando Pereira; Julian J. McAuley; Wang-Cheng Kang; Derek Zhiyuan Cheng; et al. (CoRR, 2026)