Author

Lei Zhang

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Review Open access Sep 2026

Towards Optimal Speculative Decoding: A Comprehensive Survey on Optimizations and Future Directions

How draft effectiveness, verification efficiency, and system execution jointly determine end-to-end performance is examined, and the trade-offs underlying existing optimization directions are critically synthesized.

Yu-Yang Ji, Wenjian Xu, Xiao-Hong Qian et al. · ACM Computing Surveys · 0 citations

#artificial intelligence Preprint Mar 2026

Building evidence-based knowledge bases from full-text literature for disease-specific biomedical reasoning

Downstream analyses show that the data support retrieval-augmented question answering and graph-based tasks such as future link prediction and target prioritization and establish EvidenceNet as a disease-specific biomedical knowledge base dataset for evidence-aware analysis and reuse.

Chang Zong, Jin-Yu Chen, Si-Cheng Lv et al. · 1 citation

Open access Jul 2026

One-Shot Federated Learning With Lightweight Intermediate Models in Wireless Sensor Network Setting

Experimental results on three datasets demonstrate that FedLIM achieves superior global model accuracy compared to existing one-shot FL methods, particularly in highly heterogeneous environments.

Yexin Dou, Haijiang Wang, Jian Wan et al. · IEEE Internet of Things Jour... · 0 citations