Lattice AI Research

Research focus

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

Frequent co-authors

Mao Zheng (1)Zheng Li (1)Tao Chen (1)Bo Lv (1)

Papers (2)

May 21, 2026

May 21, 2026·also Cambridge, CAS, HKUST, HUST +7

Hy-MT2: A Family of Fast, Efficient and Powerful Multilingual Translation Models in the Wild

A 440MB multilingual translation model now rivals commercial APIs, opening the door for performant on-device translation.

Mao Zheng, Zheng Li, Tao Chen +41

Architecture Design (Transformers, SSMs, MoE)Inference & Quantization Natural Language Processing

Apr 28, 2026

Guosheng Zhang +5Apr 28, 2026·also Baidu

Combating Visual Neglect and Semantic Drift in Large Multimodal Models for Enhanced Cross-Modal Retrieval

LMMs struggle to ground text queries in the right parts of images, but explicitly modeling salient visual subjects can dramatically improve cross-modal retrieval.

Guosheng Zhang, Linkai Liu, Keyao Wang +3

Computer Vision Multimodal Models Recommendation & Information Retrieval

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Keyao Wang

Research focus

Frequent co-authors

Papers (2)