Authors

Yonghua Hei

Publications 2

Preprint Open access

VTR-Bench: A Systematic Benchmark for Evaluating Visual Text Rendering in Video Generation

Yu Huang, Jungang Li, Zhiyuan Wang et al. · 2026

Recent video generation models can produce highly realistic videos from natural language instructions, with visual quality approaching cinematic standards. Existing evaluation benchmarks, however, predominantly assess visual quality, aesthetic appeal and physical plausibility, while paying limited attention to text, an …

Preprint Open access

InterTab: Interleaved Visual-Structure Alignment for Multi-Modal Table Reasoning

Hanqian Li, Sirui Huang, Chen Ling et al. · 2026

Table images preserve structural information that are often lost in text serialization, and reasoning over them requires locating relevant rows, columns, and cells step by step. Current multimodal large language models (MLLMs) encode the whole image once before reasoning, so they cannot pick up row-, column-, and cell- …

Co-authors

Yu Huang Jungang Li Zhiyuan Wang Song Dai Jiayu Yang Deyuan Liu Xiang Zheng Xiaoshuang Shi Hao Cheng Kaidi Xu Hanqian Li Sirui Huang