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cs.AR2025
Hybrid Systolic Array Accelerator with Optimized Dataflow for Edge Large Language Model Inference
Chun-Ting Chen, HanGyeol Mun, Jian Meng +2
Edge inference for large language models (LLM) offers secure, low-latency, and cost-effective inference solutions. We emphasize that an edge accelerator should achieve high area ef…
cs.CL2025
FlashDLM: Accelerating Diffusion Language Model Inference via Efficient KV Caching and Guided Diffusion
Zhanqiu Hu, Jian Meng, Yash Akhauri +4
Diffusion language models offer parallel token generation and inherent bidirectionality, promising more efficient and powerful sequence modeling compared to autoregressive approach…