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Jianwei Ma

3 accepted papers

2026

CGL: Advancing Continual GUI Learning via Reinforcement Fine-Tuning

CVPR 2026

Graphical User Interface (GUI) Agents, benefiting from recent advances in multimodal large language models (MLLM), have achieved significant development. However, due to the frequent updates of GUI applications, adapting to new tasks without forgetting old tasks in GUI continual learning remains an

Cited by 0SourceScholar
2025

DATA: Domain-And-Time Alignment for High-Quality Feature Fusion in Collaborative Perception

ICCV 2025poster

Feature-level fusion shows promise in collaborative perception (CP) through balanced performance and communication bandwidth trade-off. However, its effectiveness critically relies on input feature quality. The acquisition of high-quality features faces domain gaps from hardware diversity and deploy…

Cited by 0SourcePDFScholar
2025

HGSFusion: Radar-Camera Fusion with Hybrid Generation and Synchronization for 3D Object Detection

AAAI 2025technical

Millimeter-wave radar plays a vital role in 3D object detection for autonomous driving due to its all-weather and all-lighting-condition capabilities for perception. However, radar point clouds suffer from pronounced sparsity and unavoidable angle estimation errors. To address these limitations, inc…