Generating Model Parameters for Controlling: Parameter Diffusion for Controllable Multi-Task Recommendation. - Chenglei Shen; Jiahao Zhao 002; Xiao Zhang 034; Weijie Yu 003; Ming He; Jianping Fan 001 (CoRR, 2024)

Smart-Searcher: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement Learning. - Huatong Song; Jinhao Jiang; Wenqing Tian; Zhipeng Chen 001; Yuhuan Wu; Jiahao Zhao 002; Yingqian Min; Xin Zhao 018; Lei Fang; Ji-Rong Wen (EMNLP (Findings), 2025)

Paragon: Parameter Generation for Controllable Multi-Task Recommendation. - Chenglei Shen; Jiahao Zhao 002; Xiao Zhang 034; Weijie Yu 003; Ming He; Jianping Fan 001 (RecSys, 2025)

Evaluating Intelligence via Trial and Error. - Jingtao Zhan; Jiahao Zhao 002; Jiayu Li 001; Yiqun Liu 001; Bo Zhang; Qingyao Ai; Jiaxin Mao; Hongning Wang; Min Zhang 006; Shaoping Ma (CoRR, 2025)

R1-Searcher++: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement Learning. - Huatong Song; Jinhao Jiang; Wenqing Tian; Zhipeng Chen 001; Yuhuan Wu; Jiahao Zhao 002; Yingqian Min; Wayne Xin Zhao; Lei Fang; Ji-Rong Wen (CoRR, 2025)