Chun Hu — accepted AI-conference papers

2026

UniGeoRS: A Unified Benchmark for Tri-view Geo-Localization

Xiao Liang, Huaizhi Tang, Feiyang Zhang, Shiji Yuan, Chun Hu, Dezhi Zheng +1

CVPR 2026

Cross-view geo-localization (CVGL) aims to estimate an image's geographic location by matching it with geo-referenced images from different viewpoints, supporting applications such as autonomous driving, UAV navigation, and visual surveillance. However, due to the high cost of image collection, curr

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2025

MLWQ: Efficient Small Language Model Deployment via Multi-Level Weight Quantization

Chun Hu, Junhui He, Shangyu Wu, Yuxin He, Chun Jason Xue, Qingan Li

EMNLP 2025

Small language models (SLMs) are gaining attention for their lower computational and memory needs while maintaining strong performance. However, efficiently deploying SLMs on resource-constrained devices remains a significant challenge. Post-training quantization(PTQ) is a widely used compression te

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