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Dian Ding

4 accepted papers

2026

LMM4-IC4K: A Large Multimodal Model Powered Integrated Circuit Footprint Geometry Understanding

ICML 2026poster

Printed-Circuit-board (PCB) footprint geometry labeling of integrated circuits (IC) is essential in defining the physical interface between components and the PCB layout, requiring precise visual perception. However, the unstructured nature of footprint drawings and abstract diagram annotations prev…

Cited by 0SourceScholar
2026

Listening Through the Noise: Cauchy-Driven Diffusion Bridges for Robust Gastrointestinal Auscultation and Clinical Benchmarking

ICML 2026spotlight

Gastrointestinal (GI) motility assessment via bowel sounds (BS) offers a non-invasive alternative to resource-intensive clinical standards. However, the diagnostic utility of BS is often compromised by its spectral overlap with non-stationary speech interference. While generative models have advance…

Cited by 0SourceScholar
2025

AMSER: Accelerate Mobile Speech Emotion Recognition with Signal Compression

ICASSP 2025accepted

Speech-based interaction systems are widely used in mobile devices like smartphones. With advances in deep neural networks, tasks such as speech emotion recognition (SER) enhance these systems’ user-friendliness. However, deploying SER models on mobile devices is challenging due to their complexity…

Cited by 0SourceScholar
2025

AnchorAttention: Difference-Aware Sparse Attention with Stripe Granularity

EMNLP 2025

Large Language Models (LLMs) with extended context lengths face significant computational challenges during the pre-filling phase, primarily due to the quadratic complexity of self-attention. Existing methods typically employ dynamic pattern matching and block-sparse low-level implementations. Howev