4 citations · 9 across the 8 of their papers we have counts for
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cs.DC2026
Coordinated Scheduling for MoE LLM Serving
Yifan Sun, Zhexiang Zhang, Jiantong Jiang +5
Serving Mixture-of-Experts (MoE) large language models (LLMs) is challenging because dynamic request workloads interact with sparse expert routing, creating both data-parallel (DP)…
cs.DC2025
FLASH Viterbi: Fast and Adaptive Viterbi Decoding for Modern Data Systems
Ziheng Deng, Xue Liu, Jiantong Jiang +3
The Viterbi algorithm is a key operator for structured sequence inference in modern data systems, with applications in trajectory analysis, online recommendation, and speech recogn…
cs.DC2022★ 3 cited
Fast Parallel Exact Inference on Bayesian Networks: Poster
Jiantong Jiang, Zeyi Wen, Atif Mansoor +1
Bayesian networks (BNs) are attractive, because they are graphical and interpretable machine learning models. However, exact inference on BNs is time-consuming, especially for comp…