Lap-Pui Chau

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Architecture Design (Transformers, SSMs, MoE) (2)Computer Vision (2)Training Efficiency & Optimization (2)

Frequent co-authors

Wenbin Zou (2)Huiping Zhuang (2)Yawen Cui (1)Yi Wang (1)

Papers (3)

May 25, 2026

Wenbin Zou +63w ago·also Shenzhen Loop Area Institute, SYSU

SP-MoMamba: Superpixel-driven Mixture of State Space Experts for Efficient Image Super-Resolution

Ditch the rigid grid: SP-MoMamba uses superpixels to let Mamba-based super-resolution models "see" images like humans do, boosting performance and efficiency.

Wenbin Zou, Yawen Cui, Yi Wang +4

Architecture Design (Transformers, SSMs, MoE)Computer Vision Training Efficiency & Optimization

Apr 14, 2026

Ying Zheng +2Apr 14, 2026·also Shanghai Jiaotong University

Evolution-Inspired Sample Competition for Deep Neural Network Optimization

Stop training all your data the same way: this new method adaptively reweights samples based on how "competitive" they are within a group, leading to better performance and robustness.

Ying Zheng, Yiyi Zhang, Lap-Pui Chau

Architecture Design (Transformers, SSMs, MoE)Training Efficiency & Optimization

Apr 8, 2026

Wenbin Zou +35Apr 8, 2026·also SJTU, University of Würzburg, Xi'an Jiaotong-Liverpool University, Xiamen University

NTIRE 2026 Challenge on Bitstream-Corrupted Video Restoration: Methods and Results

Bitstream-corrupted video restoration remains a significant challenge, even with recent advances, as revealed by the NTIRE 2026 challenge results.

Wenbin Zou, Wenbin Zou, Tianyi Li +33

Computer Vision

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Lap-Pui Chau

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (3)