Tingwen Liu

Chinese Academy of Sciences, University of Chinese Academy of Sciences

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Inference & Quantization (1)Computer Vision (1)Multimodal Models (1)

Frequent co-authors

Yao Chen (1)Yinqi Yang (1)Junyuan Shang (1)Xiangzhao Hao (1)

Papers (2)

Jun 16, 2026

3w ago·also Baidu

ConSA: Controllable Sparsity in Hybrid Attention via Learnable Allocation

Learned attention allocation patterns reveal that SWA is best positioned in lower layers, challenging conventional wisdom on attention distribution in LLMs.

Yao Chen, Yinqi Yang, Junyuan Shang +6

Architecture Design (Transformers, SSMs, MoE)Inference & Quantization

Jun 9, 2026

Beyond Patches: Superpixel Token-based Transformers for Attribute-Specific Fashion Retrieval

SuperFashion achieves up to 9.35% improvement in fashion image retrieval by leveraging superpixel tokens for enhanced attribute localization.

Shuili Zhang, Hongzhang Mu, Wenyuan Zhang +2

Computer Vision Multimodal Models Recommendation & Information Retrieval

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Tingwen Liu

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)