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Shuwei Qian

2 accepted papers

2025

Inference Retrieval-Augmented Multi-Modal Chain-of-Thoughts Reasoning for Language Models

ICASSP 2025accepted

Recent advancements in Large Language Models (LLMs) have catalyzed the exploration of Chain of Thought (CoT) approaches, particularly in extending their application to multimodal tasks to enhance reasoning capabilities. However, current studies often fail to fully leverage the inferential capabiliti…

Cited by 0SourceScholar
2022

Semi-supervised Learning with Multi-Head Co-Training

AAAI 2022technical

Co-training, extended from self-training, is one of the frameworks for semi-supervised learning. Without natural split of features, single-view co-training works at the cost of training extra classifiers, where the algorithm should be delicately designed to prevent individual classifiers from collap…