Author

Chun-Meng Dou

h-index 9 View on Semantic Scholar

We have 2 of 44 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#small language model Sep 2026

DuoPIM: RRAM–DRAM Hybrid PIM Acceleration for Flexible-Batch LLM Decoding

Transformer-based large language models (LLMs) primarily consist of weight-intensive fully connected (FC) layers and cache-dependent attention layers. While batching significantly enhances the throughput of FC layers, it paradoxically increases the cache demands of attention layers. This provides no performance benefit...

Xiaotian Sun, Xinyu Wang, Wanqian Li et al. · IEEE Transactions on Compute... · 0 citations

Preprint Jul 2026

FlashAccel: Leveraging High-Bandwidth Flash (HBF) for High-Throughput LLM Inference

FlashAccel integrates HBF into HBM-based GPUs, providing architectural support to mitigate access latency and introduces an HBF-aware storage management layer together with a programming model to organize persistent data in HBF and coordinate heterogeneous memory resources at the system level.

Xinyu Wang, Yalong Xue, Xiaotian Sun et al. · 1 citation