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Yuzhe Li

5 accepted papers

2026

Content-style Disentanglement Guided Representation Learning for Deep Incomplete Multi-view Clustering

IJCAI 2026

Deep incomplete multi-view clustering methods can mine patterns of incomplete multi-view data without labels, gaining great attention in various domains. However, current methods are obsessed with aligning view-specific representations from available samples with complete views to learn view-invaria

Cited by 0Scholar
2026

Lightweight and Interpretable Transformer via Unrolling of Mixed Graph Algorithms for Traffic Forecast

ICML 2026poster

To forecast traffic with both spatial and temporal dimensions, we unroll a mixed-graph-based optimization algorithm into a lightweight and interpretable transformer-like neural net. Specifically, we construct two graphs: an undirected graph $\mathcal{G}^u$ capturing spatial correlations across geogr…

Cited by 0SourceScholar
2025

OCRBench v2: An Improved Benchmark for Evaluating Large Multimodal Models on Visual Text Localization and Reasoning

NeurIPS 2025poster

Scoring the Optical Character Recognition (OCR) capabilities of Large Multimodal Models (LMMs) has witnessed growing interest. Existing benchmarks have highlighted the impressive performance of LMMs in text recognition; however, their abilities in certain challenging tasks, such as text localization…

Cited by 0SourcecodeScholar
2025

Towards Comprehensive Lecture Slides Understanding: Large-scale Dataset and Effective Method

ICCV 2025poster

Online education has been widespread in worldwide universities and educational institutions. Lecture slides, a fundamental component of online education, contain a wealth of information, playing a crucial role in learning.However, previous works have not yet paid sufficient attention to understandin…

Cited by 0SourcePDFScholar
2024

WAS: Dataset and Methods for Artistic Text Segmentation

ECCV 2024poster

"Accurate text segmentation results are crucial for text-related generative tasks, such as text image generation, text editing, text removal, and text style transfer. Recently, some scene text segmentation methods have made significant progress in segmenting regular text. However, these methods perf…