Yilun Kong

According to our database, Yilun Kong authored at least 8 papers between 2021 and 2026.

Collaborative distances:

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

2026

Language-based Trial and Error Falls Behind in the Era of Experience.

Haoyu Wang, Guozheng Ma, Shugang Cui, Yilun Kong, Haotian Luo, Li Shen, Mengya Gao, Yichao Wu, Xiaogang Wang, Dacheng Tao

CoRR, January, 2026

2025

QPO: Query-dependent Prompt Optimization via Multi-Loop Offline Reinforcement Learning.

Yilun Kong, Hangyu Mao, Qi Zhao, Bin Zhang, Jingqing Ruan, Li Shen, Yongzhe Chang, Xueqian Wang, Rui Zhao, Dacheng Tao

Trans. Mach. Learn. Res., 2025

Mastering Massive Multi-Task Reinforcement Learning via Mixture-of-Expert Decision Transformer.

Yilun Kong, Guozheng Ma, Qi Zhao, Haoyu Wang, Li Shen, Xueqian Wang, Dacheng Tao

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

2024

DEER: A Delay-Resilient Framework for Reinforcement Learning with Variable Delays.

Bo Xia, Yilun Kong, Yongzhe Chang, Bo Yuan, Zhiheng Li, Xueqian Wang, Bin Liang

CoRR, 2024

TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Industry Systems.

Yilun Kong, Jingqing Ruan, Yihong Chen, Bin Zhang, Tianpeng Bao, Shiwei Shi, Du Qing, Xiaoru Hu, Hangyu Mao, Ziyue Li, Xingyu Zeng, Rui Zhao, Xueqian Wang

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024, 2024

2023

TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Systems.

Yilun Kong, Jingqing Ruan, Yihong Chen, Bin Zhang, Tianpeng Bao, Shiwei Shi, Guoqing Du, Xiaoru Hu, Hangyu Mao, Ziyue Li, Xingyu Zeng, Rui Zhao

CoRR, 2023

Uncertainty-Aware Data Augmentation for Offline Reinforcement Learning.

Yunjie Su, Yilun Kong, Xueqian Wang

Proceedings of the International Joint Conference on Neural Networks, 2023

2021

Speech Denoising Using Only Single Noisy Audio Samples.

Qingchun Li, Jiasong Wu, Yilun Kong, Chunfeng Yang, Youyong Kong, Guanyu Yang, Lotfi Senhadji, Huazhong Shu

CoRR, 2021