Yiyao Li — accepted AI-conference papers

2026

CP-Agent: Context‑Aware Multimodal Reasoning for Cellular Morphological Profiling under Chemical Perturbations

Yuxin Zhang, Yiyao Li, Ping Shu Ho, Simon See, Zhenqin Wu, Kevin Kin-Man Tsia

ICLR 2026poster

Cell Painting combines multiplexed fluorescent staining, high‑content imaging, and quantitative analysis to generate high-dimensional phenotypic readouts to support diverse downstream tasks such as mechanism-of-action (MoA) inference, toxicity prediction, and construction of drug–disease atlases. Ho…

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2025

Step-by-Step Correction of LLM-based Math Word Problems Solutions

Yiyao Li, Dhanish Musharraf Ubaidali, Lu Wang, Wenyu Zhang

ICASSP 2025accepted

Following the success of Large Language Models (LLMs) in language tasks, LLMs have been adapted for reasoning in math word problems (MWPs). MWP is a complex task that requires both semantic understanding of text and mathematical reasoning, such that achieving high accuracy in MWP remains a challenge…

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