Mengyi Deng

According to our database, Mengyi Deng authored at least 7 papers between 2018 and 2026.

Collaborative distances:

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

2026

EnvFactory: Scaling Tool-Use Agents via Executable Environments Synthesis and Robust RL.

Minrui Xu, Zilin Wang, Mengyi Deng, Zhiwei Li, Zhicheng Yang, Xiao Zhu, Yinhong Liu, Boyu Zhu, Baiyu Huang, Chao Chen, Heyuan Deng, Fei Mi, Lifeng Shang, Xingshan Zeng, Zhijiang Guo

CoRR, May, 2026

DGPO: Beyond Pairwise Preferences with Directional Consistent Groupwise Optimization.

Mengyi Deng, Zhiwei Li, Xin Li, Tingyu Zhu, Yulan Yuan, Zhijiang Guo, Wei Wang

CoRR, May, 2026

BubbleRAG: Evidence-Driven Retrieval-Augmented Generation for Black-Box Knowledge Graphs.

Duyi Pan, Tianao Lou, Xin Li, Haoze Song, Yiwen Wu, Mengyi Deng, Mingyu Yang, Wei Wang

CoRR, March, 2026

Structure-Aware Epistemic Uncertainty Quantification for Neural Operator PDE Surrogates.

Haoze Song, Zhihao Li, Mengyi Deng, Xin Li, Duyi Pan, Zhilu Lai, Wei Wang

CoRR, March, 2026

2025

UKANFormer: Noise-Robust Semantic Segmentation for Coral Reef Mapping via a Kolmogorov-Arnold Network-Transformer Hybrid.

Tianyang Dou, Ming Li, Jiangying Qin, Xuan Liao, Jiageng Zhong, Armin Gruen, Mengyi Deng

CoRR, October, 2025

When Inverse Data Outperforms: Exploring the Pitfalls of Mixed Data in Multi-Stage Fine-Tuning.

Mengyi Deng, Xin Li, Tingyu Zhu, Zhicheng Yang, Zhijiang Guo, Wei Wang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

2018

Measurement-device-independent quantum key distribution with multiple crystal heralded source with post-selection.

Dong Chen, Shang-Hong Zhao, Mengyi Deng

Quantum Inf. Process., 2018