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Zhonghang Yuan

3 accepted papers

2026

nD-RoPE: A Generalized RoPE for n-Dimensional Position Embedding

ICML 2026poster

Rotary Position Embedding (RoPE) is widely adopted in Transformer models, yet its extension to high-dimensional domains lacks a unified theoretical formulation. Most existing approaches either apply rotations independently along each axis or mix frequencies empirically, which limits cross-dimensiona…

Cited by 0SourceScholar
2025

SeedBench: A Multi-task Benchmark for Evaluating Large Language Models in Seed Science

ACL 2025long

Seed science is essential for modern agriculture, directly influencing crop yields and global food security. However, challenges such as interdisciplinary complexity and high costs with limited returns hinder progress, leading to a shortage of experts and insufficient technological support. While la…

2024

Empowering and Assessing the Utility of Large Language Models in Crop Science

NeurIPS 2024poster

Large language models (LLMs) have demonstrated remarkable efficacy across knowledge-intensive tasks. Nevertheless, their untapped potential in crop science presents an opportunity for advancement. To narrow this gap, we introduce CROP, which includes a novel instruction tuning dataset specifically d…

Cited by 1SourcePDFScholar