Zhi-Lin Ai

Papers on Lattice

Total citations

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Publication activitypapers/week, last 8 weeks

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Recommendation & Information Retrieval (1)Computer Vision (1)

Frequent co-authors

Wen-Yong Zhou (2)Bin-Xiao Huang (2)Ngai Wong (2)Bo-Yu Li (1)Chen-Chen Ding (1)Wen-Qing Shi (1)Bai-Zhou Jiang (1)Jia-Chen Ren (1)

Papers (2)

Sep 15, 2026

Sep 15, 2026·also YUV and YUV

ScaleLUT: A Fully-Parallel Configurable LUT-Based Accelerator for Real-Time Multi-Scale Super-Resolution

ScaleLUT is presented, a hardware-oriented LUT design framework and fully parallel reconfigurable accelerator for real-time multi-scale SR deployment and demonstrates the effectiveness of joint LUT algorithm-hardware co-design for practical and energy-efficient edge SR deployment.

Bo-Yu Li, Chen-Chen Ding, Zhi-Lin Ai +7

Architecture Design (Transformers, SSMs, MoE)Recommendation & Information Retrieval

Aug 12, 2026

Zhi-Lin Ai +4Aug 12, 2026·also Affiliation:, HKU

Hybrid-LUT: Channel-Aware Hybrid Lookup Table and Filtering for Efficient Image Denoising

Hybrid-LUT slashes LUT storage by two-thirds while enhancing image denoising quality, outperforming existing methods by a significant margin.

Zhi-Lin Ai, Sidi Yang, Wen-Yong Zhou +2

Computer Vision