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Dalong Zhang

3 accepted papers

2026

Thinker: Training LLMs in Hierarchical Thinking for Deep Search via Multi-Turn Interaction

AAAI 2026technical

Efficient retrieval of external knowledge bases and web pages is crucial for enhancing the reasoning abilities of LLMs. Previous works on training LLMs to leverage external retrievers for solving complex problems have predominantly employed end-to-end reinforcement learning. However, these approache

Cited by 0SourcePDFScholar
2024

Rethinking Video Deblurring with Wavelet-Aware Dynamic Transformer and Diffusion Model

ECCV 2024poster

"Current video deblurring methods have limitations in recovering high-frequency information since the regression losses are conservative with high-frequency details. Since Diffusion Models (DMs) have strong capabilities in generating high-frequency details, we consider introducing DMs into the video…

2024

Towards Highly Realistic Artistic Style Transfer via Stable Diffusion with Step-aware and Layer-aware Prompt

IJCAI 2024poster

Artistic style transfer aims to transfer the learned artistic style onto an arbitrary content image, generating artistic stylized images. Existing generative adversarial network-based methods fail to generate highly realistic stylized images and always introduce obvious artifacts and disharmonious p…