Zhenyi Shen

13 papers A* 1B 1Journal 7Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Context Compression via Explicit Information Transmission.
CoRR
Jiangnan Ye, Hanqi Yan, Zhenyi Shen, Heng Chang, Ye Mao, Yulan He
2025 — conf
Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering.
ACL (1)
Zhanghao Hu, Hanqi Yan, Qinglin Zhu, Zhenyi Shen, Yulan He, Lin Gui
2025 J jnl
Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering.
CoRR
Zhanghao Hu, Hanqi Yan, Qingling Zhu, Zhenyi Shen, Yulan He, Lin Gui
2025 A* conf
CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation.
EMNLP
Zhenyi Shen, Hanqi Yan, Linhai Zhang, Zhanghao Hu, Yali Du, Yulan He
2025 J jnl
CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation.
CoRR
Zhenyi Shen, Hanqi Yan, Linhai Zhang, Zhanghao Hu, Yali Du, Yulan He
2025 — conf
Position: LLMs Need a Bayesian Meta-Reasoning Framework for More Robust and Generalizable Reasoning.
ICML (Position Papers)
Hanqi Yan, Linhai Zhang, Jiazheng Li, Zhenyi Shen, Yulan He
2025 J jnl
SSA: Sparse Sparse Attention by Aligning Full and Sparse Attention Outputs in Feature Space.
CoRR
Zhenyi Shen, Junru Lu, Lin Gui, Jiazheng Li, Yulan He, Di Yin, Xing Sun
2024 — conf
Deep Trading: A Novel Framework for Trading in Volatile Markets.
ADMA (1)
Shuangxue Zhao, Chao Wang, Dan Zhao, Zhenyi Shen
2024 B conf
Enhancing Investment Forecasting through the Second-Level Thinking Concept.
SMC
Dan Zhao, Chao Wang, Zhenyi Shen
2024 — conf
Smart Trading: A Novel Reinforcement Learning Framework for Quantitative Trading in Noisy Markets.
ICIC (LNAI 1)
Zhenyi Shen, Xiahong Mao, Chao Wang, Dan Zhao, Shuangxue Zhao
2023 J jnl
Mining profitable alpha factors via convolution kernel learning.
Appl. Intell.
Zhenyi Shen, Xiahong Mao, Xiaohu Yang, Dan Zhao
2020 J jnl
A new intelligent pattern classifier based on deep-thinking.
Neural Comput. Appl.
Zhenyi Shen, Zhihong Man, Zhenwei Cao, Jinchuan Zheng
2020 J jnl
A new intelligent pattern classifier based on structured sparse representation.
Comput. Electr. Eng.
Zhenyi Shen, Zhihong Man, Zhenwei Cao, Jinchuan Zheng