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Ziqing Qiao

2 accepted papers

2026

RoboOmni: Actions Are Just Another Modality for Your Vision-Language Models

ICML 2026poster

Integrating Vision-Language Models (VLMs) into robotics has facilitated the development of generalizable Vision-Language Action (VLA) policies. However, unified discrete frameworks lag behind decoupled continuous designs due to limitations in action chunking and temporal modeling. To address this, w…

Cited by 0SourceScholar
2025

ConCISE: Confidence-guided Compression in Step-by-step Efficient Reasoning

EMNLP 2025

Large Reasoning Models (LRMs) perform strongly in complex reasoning tasks via Chain-of-Thought (CoT) prompting, but often suffer from verbose outputs, increasing computational overhead. Existing fine-tuning-based compression methods either operate post-hoc pruning, risking disruption to reasoning co

Cited by 0SourcePDFScholar