Hongsheng Li

CUHK MMLab

Papers on Lattice

Total citations

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Publication activitypapers/week, last 8 weeks

Research focus

Multimodal Models (2)Architecture Design (Transformers, SSMs, MoE) (1)Open-Source Models & Weights (1)Eval Frameworks & Benchmarks (1)

Frequent co-authors

Changyao Tian (1)Danni Yang (1)Guanzhou Chen (1)Erfei Cui (1)

Papers (2)

Mar 10, 2026

1d ago·also CUHK, Fudan, NJU, SCUT +3

InternVL-U: Democratizing Unified Multimodal Models for Understanding, Reasoning, Generation and Editing

A 4B-parameter model, InternVL-U, punches above its weight, outperforming 14B-parameter models in multimodal generation and editing by using a novel data synthesis pipeline and architecture.

Changyao Tian, Danni Yang, Guanzhou Chen +26

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

Mar 9, 2026

2d ago·also CUHK

PIRA-Bench: A Transition from Reactive GUI Agents to GUI-based Proactive Intent Recommendation Agents

Current GUI agents are reactive, but PIRA-Bench offers a challenging new environment for training agents to *proactively* anticipate user intentions from continuous visual inputs, a crucial step towards truly intelligent AI assistants.

Yuxiang Chai, Shunye Tang, Han Xiao +2

Eval Frameworks & Benchmarks Multimodal Models Tool Use & Agents

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Hongsheng Li

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)