Yunhai Hu

According to our database, Yunhai Hu authored at least 10 papers between 2025 and 2026.

Collaborative distances:

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

2026

DREAM-R: Multimodal Speculative Reasoning with RL-Based Refined Drafting, Precise Verification, and Fully Parallel Execution.

Yunhai Hu, Zining Liu, Xiangyang Yin, Tianhua Xia, Bo Bao, Eric Sather, Vithursan Thangarasa, Sai Qian Zhang

CoRR, May, 2026

DSL-R1: From SQL to DSL for Training Retrieval Agents across Structured and Unstructured Data with Reinforcement Learning.

Yunhai Hu, Junwei Zhou, Yumo Cao, Yitao Long, Yiwei Xu, Qiyi Jiang, Weiyao Wang, Xiaoyu Cao, Zhen Sun, Yiran Zou, Nan Du

CoRR, March, 2026

Collaborative Multi-Agent Test-Time Reinforcement Learning for Reasoning.

Zhiyuan Hu, Yunhai Hu, Juncheng Liu, Shuyue Stella Li, Yucheng Wang, Zhen Xu, See-Kiong Ng, Anh Tuan Luu, Xinxing Xu, Bryan Hooi, Cynthia Breazeal, Hae Won Park

CoRR, January, 2026

DREAM-S: Speculative Decoding with Searchable Drafting and Target-Aware Refinement for Multimodal Generation.

Zining Liu, Yunhai Hu, Tianhua Xia, B. O. Bao, Eric Sather, Vithursan Thangarasa, Sai Qian Zhang

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

AutoNeural: Co-Designing Vision-Language Models for NPU Inference.

Wei Chen, Liangmin Wu, Yunhai Hu, Zhiyuan Li, Zhiyuan Cheng, Yicheng Qian, Lingyue Zhu, Zhipeng Hu, Luoyi Liang, Qiang Tang, Zhen Liu, Han Yang

CoRR, December, 2025

Speculative Decoding and Beyond: An In-Depth Survey of Techniques.

Yunhai Hu, Zining Liu, Zhenyuan Dong, Tianfan Peng, Bradley McDanel, Sai Qian Zhang

CoRR, February, 2025

DREAM: Drafting with Refined Target Features and Entropy-Adaptive Cross-Attention Fusion for Multimodal Speculative Decoding.

Yunhai Hu, Tianhua Xia, Zining Liu, Rahul Raman, Xingyu Liu, Bo Bao, Eric Sather, Vithursan Thangarasa, Sai Qian Zhang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search.

Yunhai Hu, Yilun Zhao, Chen Zhao, Arman Cohan

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

Mitigating Sequential Dependencies: A Survey of Algorithms and Systems for Generation-Refinement Frameworks in Autoregressive Models.

Yunhai Hu, Zining Liu, Zhenyuan Dong, Tianfan Peng, Bradley McDanel, Sai Qian Zhang

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

PipeSpec: Breaking Stage Dependencies in Hierarchical LLM Decoding.

Bradley McDanel, Sai Qian Zhang, Yunhai Hu, Zining Liu

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