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Huijie Liu

4 accepted papers

2026

A Style is Worth One Code: Unlocking Code-to-Style Image Generation with Discrete Style Space

CVPR 2026

Innovative visual stylization is a cornerstone of artistic creation, yet generating novel and consistent visual styles remains a significant challenge. Existing generative approaches typically rely on lengthy textual prompts, reference images, or parameter-efficient fine-tuning to guide style-aware

Cited by 0SourcecodeScholar
2026

ScholarSum: Student-Teacher Abstractive Summarization via Knowledge Graph Reasoning and Reflective Refinement

IJCAI 2026

Abstractive summarization plays a crucial role in enabling efficient understanding of scientific literature, yet it inherently demands both linguistic fluency and factual faithfulness. Existing approaches often fail to reconcile these two requirements. Extractive methods rely on rigid sentence splic

Cited by 0Scholar
2025

SentiFormer: Metadata Enhanced Transformer for Image Sentiment Analysis

ICASSP 2025accepted

As more and more internet users post images online to express their daily emotions, image sentiment analysis has attracted increasing attention. Recently, researchers generally tend to design different neural networks to extract visual features from images for sentiment analysis. Despite the signifi…

Cited by 0SourceScholar