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Man Xu

2 accepted papers

2026

AKCMamba-YOLO: Selective State Space Models For Real-Time Object Detection

CVPR 2026

The YOLO (You Only Look Once) series has been a cornerstone in real-time object detection, renowned for its efficient convolutional design and rapid inference. However, its reliance on convolutional operations inherently limits its ability to capture long-range dependencies and rich contextual infor

Cited by 0SourcecodeScholar
2025

LangTime: A Language-Guided Unified Model for Time Series Forecasting with Proximal Policy Optimization

ICML 2025poster

Recent research has shown an increasing interest in utilizing pre-trained large language models (LLMs) for a variety of time series applications. However, there are three main challenges when using LLMs as foundational models for time series forecasting: (1) Cross-domain generalization. (2) Cross-mo…

Cited by 0SourcePDFScholar