Yihan Yin

School of Electronics Engineering and Computer Science, Peking University

Papers on Lattice

Total citations

Topics

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Publication activitypapers/week, last 8 weeks

Research focus

Architecture Design (Transformers, SSMs, MoE) (2)Distributed Systems & Hardware (2)Inference & Quantization (2)

Frequent co-authors

Chenhao Xue (2)Qiang Wu (2)Yukun Wang (1)An Guo (1)

Papers (2)

Apr 20, 2026

Apr 20, 2026·also HKUST, Houmo AI, School of Integrated Circuits, SEU

AccelCIM: Systematic Dataflow Exploration for SRAM Compute-in-Memory Accelerator

Unlocking the potential of compute-in-memory accelerators for LLMs requires carefully navigating a complex dataflow design space, and AccelCIM provides the first systematic framework to do so.

Chenhao Xue, Yukun Wang, An Guo +11

Architecture Design (Transformers, SSMs, MoE)Distributed Systems & Hardware Inference & Quantization

Mar 5, 2026

Mar 5, 2026·also HKUST, Houmo AI, Xi’an UniIC Semiconductors

Hardware-Software Co-design for 3D-DRAM-based LLM Serving Accelerator

A hybrid-bonding-based LLM serving accelerator, Helios, tackles the dynamic nature of KV cache management in LLM serving, achieving significant speedup and energy efficiency gains over existing GPU/NMP designs.

Cong Li, Yihan Yin, Chenhao Xue +6