most citedAtom-Searcher: Enhancing Agentic Deep Research via Fine-Grained Atomic Thought Reward

1 citations · 1 across the 5 of their papers we have counts for

collaborators

5 papers

cs.CV2026

LensStyle: Learning the Optical Aesthetics for Controllable Stylized Lens Effect Rendering

Yachuan Huang, Liwen Xiao, Liao Shen +4

The visual aesthetics of photographs are deeply influenced by lens characteristics such as aperture shape, optical vignetting and optical diffraction, which together define a camer…

cs.CV2025

BokehFlow: Depth-Free Controllable Bokeh Rendering via Flow Matching

Yachuan Huang, Xianrui Luo, Qiwen Wang +6

Bokeh rendering simulates the shallow depth-of-field effect in photography, enhancing visual aesthetics and guiding viewer attention to regions of interest. Although recent approac…

cs.CL2025★ 1 cited

Atom-Searcher: Enhancing Agentic Deep Research via Fine-Grained Atomic Thought Reward

Yong Deng, Guoqing Wang, Zhenzhe Ying +12

Large language models (LLMs) exhibit remarkable problem-solving abilities, but struggle with complex tasks due to static internal knowledge. Retrieval-Augmented Generation (RAG) en…

cs.CV2025

MFH: Marrying Frequency Domain with Handwritten Mathematical Expression Recognition

Huanxin Yang, Qiwen Wang

Handwritten mathematical expression recognition (HMER) suffers from complex formula structures and character layouts in sequence prediction. In this paper, we incorporate frequency…

cs.CL2025

Generalized Category Discovery in Event-Centric Contexts: Latent Pattern Mining with LLMs

Yi Luo, Qiwen Wang, Junqi Yang +5

Generalized Category Discovery (GCD) aims to classify both known and novel categories using partially labeled data that contains only known classes. Despite achieving strong perfor…