Entity Summarization with User Feedback. - Qingxia Liu; Yue Chen; Gong Cheng 001; Evgeny Kharlamov; Junyou Li; Yuzhong Qu (ESWC, 2020)

Neural Entity Summarization with Joint Encoding and Weak Supervision. - Junyou Li; Gong Cheng 001; Qingxia Liu; Wen Zhang 015; Evgeny Kharlamov; Kalpa Gunaratna; Huajun Chen (IJCAI, 2020)

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 016; Wei Yang 032; Weijun Hong; Zhongyue Huang; et al. (NeurIPS (Competition and Demos), 2021)

JueWu-MC: Playing Minecraft with Sample-efficient Hierarchical Reinforcement Learning. - Zichuan Lin; Junyou Li; Jianing Shi; Deheng Ye; Qiang Fu 016; Wei Yang 032 (IJCAI, 2022)

MetaRF: Differentiable Random Forest for Reaction Yield Prediction with a Few Trails. - Kexin Chen 003; Guangyong Chen; Junyou Li; Yuansheng Huang; Pheng-Ann Heng (CoRR, 2022)

Revisiting Discrete Soft Actor-Critic. - Haibin Zhou; Zichuan Lin; Junyou Li; Deheng Ye; Qiang Fu 016; Wei Yang 032 (CoRR, 2022)

Pretraining in Deep Reinforcement Learning: A Survey. - Zhihui Xie 002; Zichuan Lin; Junyou Li; Shuai Li 010; Deheng Ye (CoRR, 2022)

Towards an Automatic AI Agent for Reaction Condition Recommendation in Chemical Synthesis. - Kexin Chen 003; Junyou Li; Kunyi Wang; Yuyang Du 001; Jiahui Yu; Jiamin Lu; Lanqing Li; Jiezhong Qiu; Qun Fang; Pheng-Ann Heng; Guangyong Chen (CoRR, 2023)

MetaRF: attention-based random forest for reaction yield prediction with a few trails. - Kexin Chen 003; Guangyong Chen; Junyou Li; Yuansheng Huang; Ercheng Wang; Tingjun Hou; Pheng-Ann Heng (J. Cheminformatics, 2023)

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 001; Pengcheng Xi; Dayan Ban (CCECE, 2024)

An Autonomous Large Language Model Agent for Chemical Literature Data Mining. - Kexin Chen 003; Hanqun Cao; Junyou Li; Yuyang Du 001; Menghao Guo; Xin Zeng; Lanqing Li; Jiezhong Qiu; Pheng-Ann Heng; Guangyong Chen (CoRR, 2024)

Improving Sample Efficiency of Reinforcement Learning with Background Knowledge from Large Language Models. - Fuxiang Zhang; Junyou Li; Yi-Chen Li 001; Zongzhang Zhang; Yang Yu 001; Deheng Ye (CoRR, 2024)

Playable Game Generation. - Mingyu Yang; Junyou Li; Zhongbin Fang; Sheng Chen; Yangbin Yu; Qiang Fu 016; Wei Yang 032; Deheng Ye (CoRR, 2024)

More Agents Is All You Need. - Junyou Li; Qin Zhang; Yangbin Yu; Qiang Fu 016; Deheng Ye (Trans. Mach. Learn. Res., 2024)

Affordable Generative Agents. - Yangbin Yu; Qin Zhang; Junyou Li; Qiang Fu 016; Deheng Ye (Trans. Mach. Learn. Res., 2024)

Revisiting Discrete Soft Actor-Critic. - Haibin Zhou; Tong Wei; Zichuan Lin; Junyou Li; Junliang Xing; Yuanchun Shi; Li Shen 008; Chao Yu 004; Deheng Ye (Trans. Mach. Learn. Res., 2024)

Nuance Matters: Probing Epistemic Consistency in Causal Reasoning. - Shaobo Cui 006; Junyou Li; Luca Mouchel; Yiyang Feng; Boi Faltings (AAAI, 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; et al. (CoRR, 2025)