Lifeng Wang

Tencent's SIREN model boosts ad revenue by up to 3.87% in Weixin by unifying multi-modal and collaborative data into a single transformer, outperforming traditional late-fusion approaches.

RankUp tackles representation collapse in deep recommender systems, unlocking significant GMV gains in real-world deployments by strategically boosting the effective rank of token representations.