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Ji-Gang Wu

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Conference Aug 2026

Joint Optimization of Spatial Locality and Endurance for MAGIC with Capacity Constraints

Memristor-Aided Logic (MAGIC), as a stateful logic paradigm for in-memory computing, has been widely explored in the field of memristive logic synthesis in recent years. However, existing methods primarily focus on the optimization for area and latency under an ideal single-array mapping scenario, which overlooks the i...

Si-Run Shi, Peng Liu, Lian Yao et al. · 0 citations
Open access Aug 2026

Resource-Efficient Pruning for Transformer via Low-Rank Importance Estimation

REP-LIE leverages the gradients of LoRA low-rank matrices to estimate the importance of weights without requiring full gradient computation, and a stability score is introduced, serving as the basis for iterative pruning of unimportant model parameters.

Peng Liu, Hui-Bing Zeng, Yi-Qun Zhang et al. · 0 citations

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