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Tianyu Shi

3 accepted papers

2026

CONSTRUCTING COMPOSITE FEATURES FOR INTERPRETABLE MUSIC-TAGGING

ICASSP 2026poster

Combining multiple audio features can improve the performance of music tagging, but common deep learning-based feature fusion methods often lack interpretability. To address this problem, we propose a Genetic Programming (GP) pipeline that automatically evolves composite features by mathematically c…

Cited by 0SourcePDFScholar
2025

VisualEDU: A Benchmark for Assessing Coding and Visual Comprehension through Educational Problem-Solving Video Generation

EMNLP 2025

Generating logically coherent video from text (T2V) for reasoning-intensive tasks like mathematical problem-solving presents a significant challenge for Vision-Language Models (VLMs). Therefore, we introduce VisualEDU, a benchmark based on Manim package to rigorously evaluate VLM capabilities in pro

2025

Wcdt: World-Centric Diffusion Transformer for Traffic Scene Generation

ICRA 2025

In this paper, we introduce a novel approach for autonomous driving trajectory generation by harnessing the complementary strengths of diffusion probabilistic models (a.k.a., diffusion models) and transformers. Our proposed framework, termed the “World-centric Diffusion Transformer” (WcDT), optimize

Cited by 40SourcecodeScholar