PipeSpec: Breaking Stage Dependencies in Hierarchical LLM Decoding. - Bradley McDanel; Sai Qian Zhang; Yunhai Hu; Zining Liu (ACL (Findings), 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, 2025)

MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search. - Yunhai Hu; Yilun Zhao 001; Chen Zhao; Arman Cohan (CoRR, 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 (CoRR, 2025)