Reformulating Sequential Recommendation: Learning Dynamic User Interest with Content-enriched Language Modeling. - Junzhe Jiang 001; Shang Qu; Mingyue Cheng; Qi Liu 003 (CoRR, 2023)

Reformulating Sequential Recommendation: Learning Dynamic User Interest with Content-enriched Language Modeling. - Junzhe Jiang 001; Shang Qu; Mingyue Cheng; Qi Liu 003; Zhiding Liu; Hao Zhang 088; Rujiao Zhang; Kai Zhang 038; Rui Li 093; Jiatong Li 002; Min Gao (DASFAA (3), 2024)

Curriculum-Driven Edubot: A Framework for Developing Language Learning Chatbots through Synthesizing Conversational Data. - Yu Li 013; Shang Qu; Jili Shen; Shangchao Min; Zhou Yu 005 (SIGDIAL, 2024)

Automating Exploratory Proteomics Research via Language Models. - Ning Ding 002; Shang Qu; Linhai Xie; Yifei Li; Zaoqu Liu; Kaiyan Zhang; Yibai Xiong; Yuxin Zuo; Zhangren Chen; Ermo Hua; Xingtai Lv; Youbang Sun; et al. (CoRR, 2024)

MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding. - Yuxin Zuo; Shang Qu; Yifei Li; Zhangren Chen; Xuekai Zhu; Ermo Hua; Kaiyan Zhang; Ning Ding 002; Bowen Zhou 002 (CoRR, 2025)

Technologies on Effectiveness and Efficiency: A Survey of State Spaces Models. - Xingtai Lv; Youbang Sun; Kaiyan Zhang; Shang Qu; Xuekai Zhu; Yuchen Fan; Yi Wu; Ermo Hua; Xinwei Long; Ning Ding 002; Bowen Zhou 002 (CoRR, 2025)

TTRL: Test-Time Reinforcement Learning. - Yuxin Zuo; Kaiyan Zhang; Shang Qu; Li Sheng; Xuekai Zhu; Biqing Qi; Youbang Sun; Ganqu Cui; Ning Ding 002; Bowen Zhou 002 (CoRR, 2025)

Automating Exploratory Multiomics Research via Language Models. - Shang Qu; Ning Ding 002; Linhai Xie; Yifei Li; Zaoqu Liu; Kaiyan Zhang; Yibai Xiong; Yuxin Zuo; Zhangren Chen; Ermo Hua; Xingtai Lv; Youbang Sun; et al. (CoRR, 2025)