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dehua ma

3 accepted papers

2026

SAMAS: A SPECTRUM-GUIDED MULTI-AGENT SYSTEM FOR ACHIEVING STYLE FIDELITY IN LITERARY TRANSLATION

ICASSP 2026poster

Modern large language models (LLMs) excel at generating fluent and faithful translations. However, they struggle to preserve an author's unique literary style, often producing semantically correct but generic outputs. This limitation stems from the inability of current single-model and static multi-…

Cited by 0SourcePDFScholar
2025

Improving Food Recognition with Retrieval-Augmented and Domain-Adaptive LVLMs

ICASSP 2025accepted

Food recognition is pivotal in enhancing intelligent food recommendation systems and nutritional management, contributing to balanced diets and overall health. Although Large Vision-Language Models (LVLMs) have demonstrated impressive performances across various domains, their performance on the foo…

Cited by 0SourceScholar
2025

SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines

NeurIPS 2025poster

Large language models (LLMs) have demonstrated remarkable proficiency in mainstream academic disciplines such as mathematics, physics, and computer science. However, human knowledge encompasses over 200 specialized disciplines, far exceeding the scope of existing benchmarks. The capabilities of LLMs…

Cited by 215SourceScholar