Junyou Li

According to our database, Junyou Li authored at least 22 papers between 2020 and 2026.

Collaborative distances:

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

2026

UI-Voyager: A Self-Evolving GUI Agent Learning via Failed Experience.

Zichuan Lin, Feiyu Liu, Yijun Yang, Jiafei Lyu, Yiming Gao, Yicheng Liu, Zhicong Lu, Yangbin Yu, Mingyu Yang, Junyou Li, Deheng Ye, Jie Jiang

CoRR, March, 2026

ProAct: Agentic Lookahead in Interactive Environments.

Yangbin Yu, Mingyu Yang, Junyou Li, Yiming Gao, Feiyu Liu, Yijun Yang, Zichuan Lin, Jiafei Lyu, Yicheng Liu, Zhicong Lu, Deheng Ye, Jie Jiang

CoRR, February, 2026

2025

IC-World: In-Context Generation for Shared World Modeling.

Fan Wu, Jiacheng Wei, Ruibo Li, Yi Xu, Junyou Li, Deheng Ye, Guosheng Lin

CoRR, December, 2025

Improving Sample Efficiency of Reinforcement Learning With Background Knowledge From Large Language Models.

Fuxiang Zhang, Junyou Li, Yi-Chen Li, Zongzhang Zhang, Yang Yu, Deheng Ye

IEEE Trans. Neural Networks Learn. Syst., November, 2025

Yan: Foundational Interactive Video Generation.

Deheng Ye, Fangyun Zhou, Jiacheng Lv, Jianqi Ma, Jun Zhang, Junyan Lv, Junyou Li, Minwen Deng, Mingyu Yang, Qiang Fu, Wei Yang, Wenkai Lv, Yangbin Yu, Yewen Wang, Yonghang Guan, Zhihao Hu, Zhongbin Fang, Zhongqian Sun

CoRR, August, 2025

ChemMiner: A Large Language Model Agent System for Chemical Literature Data Mining.

Kexin Chen, Yuyang Du, Junyou Li, Hanqun Cao, Menghao Guo, Xilin Dang, Lanqing Li, Jiezhong Qiu, Guangyong Chen, Pheng-Ann Heng

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

Nuance Matters: Probing Epistemic Consistency in Causal Reasoning.

Shaobo Cui, Junyou Li, Luca Mouchel, Yiyang Feng, Boi Faltings

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Revisiting Discrete Soft Actor-Critic.

Haibin Zhou, Tong Wei, Zichuan Lin, Junyou Li, Junliang Xing, Yuanchun Shi, Li Shen, Chao Yu, Deheng Ye

Trans. Mach. Learn. Res., 2024

Affordable Generative Agents.

Yangbin Yu, Qin Zhang, Junyou Li, Qiang Fu, Deheng Ye

Trans. Mach. Learn. Res., 2024

More Agents Is All You Need.

Junyou Li, Qin Zhang, Yangbin Yu, Qiang Fu, Deheng Ye

Trans. Mach. Learn. Res., 2024

Playable Game Generation.

Mingyu Yang, Junyou Li, Zhongbin Fang, Sheng Chen, Yangbin Yu, Qiang Fu, Wei Yang, Deheng Ye

CoRR, 2024

An Autonomous Large Language Model Agent for Chemical Literature Data Mining.

Kexin Chen, Hanqun Cao, Junyou Li, Yuyang Du, Menghao Guo, Xin Zeng, Lanqing Li, Jiezhong Qiu, Pheng-Ann Heng, Guangyong Chen

CoRR, 2024

A Data-Driven Environmental Sound Classification System with Acoustic Triboelectric Nanogenerators.

Majid Haji Bagheri, Junyou Li, Emma Gu, Karim Habashy, Md. Masud Rana, Asif Abdullah Khan, Yanguang Zhang, Gaozhi Xiao, Pengcheng Xi, Dayan Ban

Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2024

2023

MetaRF: attention-based random forest for reaction yield prediction with a few trails.

Kexin Chen, Guangyong Chen, Junyou Li, Yuansheng Huang, Ercheng Wang, Tingjun Hou, Pheng-Ann Heng

J. Cheminformatics, December, 2023

Towards an Automatic AI Agent for Reaction Condition Recommendation in Chemical Synthesis.

Kexin Chen, Junyou Li, Kunyi Wang, Yuyang Du, Jiahui Yu, Jiamin Lu, Lanqing Li, Jiezhong Qiu, Qun Fang, Pheng-Ann Heng, Guangyong Chen

CoRR, 2023

2022

Pretraining in Deep Reinforcement Learning: A Survey.

Zhihui Xie, Zichuan Lin, Junyou Li, Shuai Li, Deheng Ye

CoRR, 2022

Revisiting Discrete Soft Actor-Critic.

Haibin Zhou, Zichuan Lin, Junyou Li, Deheng Ye, Qiang Fu, Wei Yang

CoRR, 2022

MetaRF: Differentiable Random Forest for Reaction Yield Prediction with a Few Trails.

Kexin Chen, Guangyong Chen, Junyou Li, Yuansheng Huang, Pheng-Ann Heng

CoRR, 2022

JueWu-MC: Playing Minecraft with Sample-efficient Hierarchical Reinforcement Learning.

Zichuan Lin, Junyou Li, Jianing Shi, Deheng Ye, Qiang Fu, Wei Yang

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

MineRL Diamond 2021 Competition: Overview, Results, and Lessons Learned.

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

Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021

2020

Neural Entity Summarization with Joint Encoding and Weak Supervision.

Junyou Li, Gong Cheng, Qingxia Liu, Wen Zhang, Evgeny Kharlamov, Kalpa Gunaratna, Huajun Chen

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Entity Summarization with User Feedback.

Qingxia Liu, Yue Chen, Gong Cheng, Evgeny Kharlamov, Junyou Li, Yuzhong Qu

Proceedings of the Semantic Web - 17th International Conference, 2020