Junyou Li

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 16

Top Topics

Hierarchical Reinforcement Learning

Entity Retrieval

Top Venues

J. Cheminformatics

NeurIPS (Competition and Demos)

Publications

Fuxiang Zhang, Junyou Li, Yi-Chen Li, Zongzhang Zhang, Yang Yu, Deheng Ye
Improving Sample Efficiency of Reinforcement Learning with Background Knowledge from Large Language Models. CoRR (2024)
Kexin Chen, Hanqun Cao, Junyou Li, Yuyang Du, Menghao Guo, Xin Zeng, Lanqing Li, Jiezhong Qiu, Pheng-Ann Heng, Guangyong Chen
An Autonomous Large Language Model Agent for Chemical Literature Data Mining. CoRR (2024)
Junyou Li, Qin Zhang, Yangbin Yu, Qiang Fu, Deheng Ye
More Agents Is All You Need. CoRR (2024)
Yangbin Yu, Qin Zhang, Junyou Li, Qiang Fu, Deheng Ye
Affordable Generative Agents. CoRR (2024)
Kexin Chen, Junyou Li, Kunyi Wang, Yuyang Du, Jiahui Yu, Jiamin Lu, Guangyong Chen, Lanqing Li, Jiezhong Qiu, Qun Fang, Pheng-Ann Heng
Towards an Automatic AI Agent for Reaction Condition Recommendation in Chemical Synthesis. CoRR (2023)
Kexin Chen, Guangyong Chen, Junyou Li, Yuansheng Huang, Ercheng Wang, Tingjun Hou, Pheng-Ann Heng
MetaRF: attention-based random forest for reaction yield prediction with a few trails. J. Cheminformatics 15 (1) (2023)
Zichuan Lin, Junyou Li, Jianing Shi, Deheng Ye, Qiang Fu, Wei Yang
JueWu-MC: Playing Minecraft with Sample-efficient Hierarchical Reinforcement Learning. IJCAI (2022)
Zhihui Xie, Zichuan Lin, Junyou Li, Shuai Li, Deheng Ye
Pretraining in Deep Reinforcement Learning: A Survey. CoRR (2022)
Anssi Kanervisto, Stephanie Milani, Karolis Ramanauskas, Nicholay Topin, Zichuan Lin, Junyou Li, Jianing Shi, Deheng Ye, Qiang Fu, Wei Yang, Weijun Hong, Zhongyue Huang, Haicheng Chen, Guangjun Zeng, Yue Lin, Vincent Micheli, Eloi Alonso, François Fleuret, Alexander Nikulin, Yury Belousov, Oleg Svidchenko, Aleksei Shpilman
MineRL Diamond 2021 Competition: Overview, Results, and Lessons Learned. CoRR (2022)
Kexin Chen, Guangyong Chen, Junyou Li, Yuansheng Huang, Pheng-Ann Heng
MetaRF: Differentiable Random Forest for Reaction Yield Prediction with a Few Trails. CoRR (2022)
Haibin Zhou, Zichuan Lin, Junyou Li, Deheng Ye, Qiang Fu, Wei Yang
Revisiting Discrete Soft Actor-Critic. CoRR (2022)
Anssi Kanervisto, Stephanie Milani, Karolis Ramanauskas, Nicholay Topin, Zichuan Lin, Junyou Li, Jianing Shi, Deheng Ye, Qiang Fu, Wei Yang, Weijun Hong, Zhongyue Huang, Haicheng Chen, Guangjun Zeng, Yue Lin, Vincent Micheli, Eloi Alonso, François Fleuret, Alexander Nikulin, Yury Belousov, Oleg Svidchenko, Aleksei Shpilman
MineRL Diamond 2021 Competition: Overview, Results, and Lessons Learned. NeurIPS (Competition and Demos) (2021)
Zichuan Lin, Junyou Li, Jianing Shi, Deheng Ye, Qiang Fu, Wei Yang
JueWu-MC: Playing Minecraft with Sample-efficient Hierarchical Reinforcement Learning. CoRR (2021)
Qingxia Liu, Yue Chen, Gong Cheng, Evgeny Kharlamov, Junyou Li, Yuzhong Qu
Entity Summarization with User Feedback. ESWC (2020)
Junyou Li, Gong Cheng, Qingxia Liu, Wen Zhang, Evgeny Kharlamov, Kalpa Gunaratna, Huajun Chen
Neural Entity Summarization with Joint Encoding and Weak Supervision. CoRR (2020)
Junyou Li, Gong Cheng, Qingxia Liu, Wen Zhang, Evgeny Kharlamov, Kalpa Gunaratna, Huajun Chen
Neural Entity Summarization with Joint Encoding and Weak Supervision. IJCAI (2020)