Stepping Out of Similar Semantic Space for Open-Vocabulary Segmentation. - Yong Liu 033; Song-Li Wu; Sule Bai; Jiahao Wang; Yitong Wang; Yansong Tang (ICCV, 2025)

REACTION: Parameter-Efficient Learning for Recommendation. - Song-Li Wu; Zhaocheng Du; Qinglin Jia; Zhenhua Dong (AAAI, 2026)

Length-Adaptive Interest Network for Balancing Long and Short Sequence Modeling in CTR Prediction. - Zhicheng Zhang 008; Zhaocheng Du; Jieming Zhu; Jiwei Tang; Fengyuan Lu; Wang Jiaheng; Song-Li Wu; Qianhui Zhu; Jingyu Li; Hai-Tao Zheng; Zhenhua Dong (AAAI, 2026)

From ID to LLM: Rethinking Representation Learning for Recommendation. - Song-Li Wu; Zhaocheng Du; Weinan Gan; Jingyi Wang; Xianquan Wang (ACL (1), 2026)

Length-Adaptive Interest Network for Balancing Long and Short Sequence Modeling in CTR Prediction. - Zhicheng Zhang; Zhaocheng Du; Jieming Zhu; Jiwei Tang; Fengyuan Lu; Wang Jiaheng; Song-Li Wu; Qianhui Zhu; Jingyu Li; Hai-Tao Zheng; Zhenhua Dong (CoRR, 2026)

CollectiveKV: Decoupling and Sharing Collaborative Information in Sequential Recommendation. - Jingyu Li; Zhaocheng Du; Qianhui Zhu; Kaiyuan Li; Zhicheng Zhang 008; Song-Li Wu; Chaolang Li; Pengwen Dai (CoRR, 2026)

GRPO-VPS: Enhancing Group Relative Policy Optimization with Verifiable Process Supervision for Effective Reasoning. - Jingyi Wang; Lei Zhu; Tengjin Weng; Song-Li Wu; Haochen Tan; Jierun Chen; Chaofan Tao; Haoli Bai; Lu Hou; Lifeng Shang; Xiao-Ping Zhang (CoRR, 2026)