Bridge the Gap between Past and Future: Siamese Model Optimization for Context-Aware Document Ranking. - Songhao Wu; Quan Tu; Mingjie Zhong; Hong Liu; Jia Xu 013; Jinjie Gu; Rui Yan 001 (CIKM, 2024)

Unify Graph Learning with Text: Unleashing LLM Potentials for Session Search. - Songhao Wu; Quan Tu; Hong Liu; Jia Xu 013; Zhongyi Liu; Guannan Zhang; Ran Wang; Xiuying Chen; Rui Yan 001 (WWW, 2024)

PEAR: Position-Embedding-Agnostic Attention Re-weighting Enhances Retrieval-Augmented Generation with Zero Inference Overhead. - Tao Tan; Yining Qian; Ang Lv; Hongzhan Lin 002; Songhao Wu; Yongbo Wang; Feng Wang; Jingtong Wu; Xin Lu; Rui Yan 001 (CoRR, 2024)

PEAR: Position-Embedding-Agnostic Attention Re-weighting Enhances Retrieval-Augmented Generation with Zero Inference Overhead. - Tao Tan; Yining Qian; Ang Lv; Hongzhan Lin 002; Songhao Wu; Yongbo Wang; Feng Wang; Jingtong Wu; Xin Lu; Rui Yan 001 (WWW, 2025)

Luoling: An Immersive Cross-Modal Interactive Poem Creation Factory through Multi-Agent Collaboration. - Tao Tan; Quan Tu; Songhao Wu; Hongda Sun 001; Chuanqi Cheng; Weikai Xu; Rui Yan 001 (WWW (Companion Volume), 2025)

Autonomy-of-Experts Models. - Ang Lv; Ruobing Xie; Yining Qian; Songhao Wu; Xingwu Sun; Zhanhui Kang; Di Wang; Rui Yan 001 (CoRR, 2025)

PolarQuant: Leveraging Polar Transformation for Efficient Key Cache Quantization and Decoding Acceleration. - Songhao Wu; Ang Lv; Xiao Feng; Yufei Zhang; Xun Zhang; Guojun Yin; Wei Lin; Rui Yan 001 (CoRR, 2025)

From 1,000,000 Users to Every User: Scaling Up Personalized Preference for User-level Alignment. - Jia-Nan Li; Jian Guan 002; Songhao Wu; Wei Wu 014; Rui Yan 001 (CoRR, 2025)