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Deyang Jiang

3 accepted papers

2026

Reading or Reasoning? Format Decoupled Reinforcement Learning for Document OCR

CVPR 2026

Reading text from images or scanned documents via OCR models has been a longstanding focus of researchers. Intuitively, text reading is perceived as a straightforward perceptual task, and existing work primarily focuses on constructing enriched data engineering to enhance SFT capabilities. In this w

Cited by 0SourcecodeScholar
2026

Speech-Aware Long Context Pruning and Integration for Contextualized Automatic Speech Recognition

AAAI 2026technical

Automatic speech recognition (ASR) systems have achieved remarkable performance in common conditions but often struggle to leverage long-context information in contextualized scenarios that require domain-specific knowledge, such as conference presentations. This challenge arises primarily due to co

Cited by 0SourcePDFScholar
2026

TreeCUA: Efficiently Scaling GUI Automation with Tree-Structured Verifiable Evolution

ICML 2026poster

Effectively scaling GUI automation is essential for computer-use agents (CUAs); however, existing work primarily focuses on scaling GUI grounding rather than the more crucial GUI planning, which requires more sophisticated data collection. In reality, the exploration process of a CUA across apps/des…

Cited by 0SourceScholar