Huankang Guan

Huawei Inc

Papers on Lattice

Total citations

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Publication activitypapers/week, last 8 weeks

Research focus

Multimodal Models (2)Eval Frameworks & Benchmarks (1)Computer Vision (1)Tool Use & Agents (1)

Frequent co-authors

Xintong Guo (2)Shuhan Li (2)Xudong Lu (1)Huadai Liu (1)

Papers (2)

Jun 1, 2026

2w ago·also Huawei, Jilin

X-Stream: Exploring MLLMs as Multiplexers for Multi-Stream Understanding

Current MLLMs falter in multi-stream contexts, achieving only 50% effectiveness, revealing a critical gap in their design for real-world applications.

Xudong Lu, Huadai Liu, Yang Bo +5

Eval Frameworks & Benchmarks Multimodal Models

Apr 5, 2026

Apr 5, 2026·also CUHK, HKU

AURA: Always-On Understanding and Real-Time Assistance via Video Streams

Real-time, open-ended video understanding is now possible: AURA enables VideoLLMs to proactively respond to live video streams, moving beyond simple captioning.

Shuhan Li, Xintong Guo, Huankang Guan +3

Computer Vision Multimodal Models Tool Use & Agents

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Huankang Guan

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)