Yu Huang

Huazhong University of Sci. & Tech.

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Papers (Semantic Scholar)

Publication activitypapers/week, last 8 weeks

Research focus

Architecture Design (Transformers, SSMs, MoE) (2)Computer Vision (1)Distributed Systems & Hardware (1)Multimodal Models (1)

Frequent co-authors

Huize Li (1)Qinggang Wang (1)Xin Xin (1)Pu Zhao (1)

Papers (2)

Mar 1, 2026

2w ago·also HUST, SDU

Accelerating Multi-Scale Deformable Attention Using Near-Memory-Processing Architecture

Achieve 97x speedup and 208x energy efficiency for Multi-Scale Deformable Attention by co-designing a near-memory processing architecture that overcomes the limitations of existing NMP solutions.

Huize Li, Qinggang Wang, Yu Huang +1

Architecture Design (Transformers, SSMs, MoE)Computer Vision Distributed Systems & Hardware

Dec 22, 2025

Microsoft ResearchDec 22, 2025·also Ant Group, Cornell, Fudan, Harvard +4

Open-Source Multimodal Moxin Models with Moxin-VLM and Moxin-VLA

Moxin 7B and its variants (VLM, VLA, Chinese) offer a new suite of fully transparent, open-source multimodal models, pushing beyond simple weight sharing to enable deeper customization and collaborative research.

Pu Zhao, Xuan Shen, Zhenglun Kong +16

Architecture Design (Transformers, SSMs, MoE)Multimodal Models Open-Source Models & Weights

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Yu Huang

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)