A new intelligent pattern classifier based on structured sparse representation. - Zhenyi Shen; Zhihong Man; Zhenwei Cao; Jinchuan Zheng (Comput. Electr. Eng., 2020)

A new intelligent pattern classifier based on deep-thinking. - Zhenyi Shen; Zhihong Man; Zhenwei Cao; Jinchuan Zheng (Neural Comput. Appl., 2020)

Mining profitable alpha factors via convolution kernel learning. - Zhenyi Shen; Xiahong Mao; Xiaohu Yang 001; Dan Zhao (Appl. Intell., 2023)

Deep Trading: A Novel Framework for Trading in Volatile Markets. - Shuangxue Zhao; Chao Wang; Dan Zhao; Zhenyi Shen (ADMA (1), 2024)

Smart Trading: A Novel Reinforcement Learning Framework for Quantitative Trading in Noisy Markets. - Zhenyi Shen; Xiahong Mao; Chao Wang; Dan Zhao; Shuangxue Zhao (ICIC (LNAI 1), 2024)

Enhancing Investment Forecasting through the Second-Level Thinking Concept. - Dan Zhao; Chao Wang; Zhenyi Shen (SMC, 2024)

Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering. - Zhanghao Hu; Hanqi Yan; Qinglin Zhu; Zhenyi Shen; Yulan He 001; Lin Gui 003 (ACL (1), 2025)

CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation. - Zhenyi Shen; Hanqi Yan; Linhai Zhang; Zhanghao Hu; Yali Du 001; Yulan He 001 (CoRR, 2025)

Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering. - Zhanghao Hu; Hanqi Yan; Qingling Zhu; Zhenyi Shen; Yulan He 001; Lin Gui 003 (CoRR, 2025)