Zhenyi Shen

According to our database, Zhenyi Shen authored at least 12 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Context Compression via Explicit Information Transmission.

Jiangnan Ye, Hanqi Yan, Zhenyi Shen, Heng Chang, Ye Mao, Yulan He

CoRR, February, 2026

2025

SSA: Sparse Sparse Attention by Aligning Full and Sparse Attention Outputs in Feature Space.

Zhenyi Shen, Junru Lu, Lin Gui, Jiazheng Li, Yulan He, Di Yin, Xing Sun

CoRR, November, 2025

Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering.

Zhanghao Hu, Hanqi Yan, Qingling Zhu, Zhenyi Shen, Yulan He, Lin Gui

CoRR, March, 2025

Position: LLMs Need a Bayesian Meta-Reasoning Framework for More Robust and Generalizable Reasoning.

Hanqi Yan, Linhai Zhang, Jiazheng Li, Zhenyi Shen, Yulan He

Proceedings of the Forty-second International Conference on Machine Learning, 2025

CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation.

Zhenyi Shen, Hanqi Yan, Linhai Zhang, Zhanghao Hu, Yali Du, Yulan He

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering.

Zhanghao Hu, Hanqi Yan, Qinglin Zhu, Zhenyi Shen, Yulan He, Lin Gui

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Enhancing Investment Forecasting through the Second-Level Thinking Concept.

Dan Zhao, Chao Wang, Zhenyi Shen

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2024

Smart Trading: A Novel Reinforcement Learning Framework for Quantitative Trading in Noisy Markets.

Zhenyi Shen, Xiahong Mao, Chao Wang, Dan Zhao, Shuangxue Zhao

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

Deep Trading: A Novel Framework for Trading in Volatile Markets.

Shuangxue Zhao, Chao Wang, Dan Zhao, Zhenyi Shen

Proceedings of the Advanced Data Mining and Applications - 20th International Conference, 2024

2023

Mining profitable alpha factors via convolution kernel learning.

Zhenyi Shen, Xiahong Mao, Xiaohu Yang, Dan Zhao

Appl. Intell., December, 2023

2020

A new intelligent pattern classifier based on deep-thinking.

Zhenyi Shen, Zhihong Man, Zhenwei Cao, Jinchuan Zheng

Neural Comput. Appl., 2020

A new intelligent pattern classifier based on structured sparse representation.

Zhenyi Shen, Zhihong Man, Zhenwei Cao, Jinchuan Zheng

Comput. Electr. Eng., 2020