AdDriftBench: A Benchmark for Detecting Data Drift and Label Drift in Short Video Advertising. - Yinghao Song; Xiangji Zeng; Shuai Cui; Lu Sun; Zhaowei Liu; Yuan Yuan; Yulu Wang; Hai Zhou; Zhaohan Gong (EMNLP (Findings), 2025)

BLM-Guard: Explainable Multimodal Ad Moderation with Chain-of-Thought and Policy-Aligned Rewards. - Yiran Yang; Zhaowei Liu; Yuan Yuan; Yukun Song; Xiong Ma; Yinghao Song; Xiangji Zeng; Lu Sun; Yulu Wang; Hai Zhou; Shuai Cui; Zhaohan Gong; et al. (AAAI, 2026)