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Kanxue Li

3 accepted papers

2026

Cross-Sample Augmented Test-Time Adaptation for Personalized Intraoperative Hypotension Prediction

AAAI 2026technical

Intraoperative hypotension (IOH) poses significant surgical risks, but accurate prediction remains challenging due to patient-specific variability. While test-time adaptation (TTA) offers a promising approach for personalized prediction, the rarity of IOH events often leads to unreliable test-time t

Cited by 0SourcePDFScholar
2024

Embodied Multi-Modal Agent trained by an LLM from a Parallel TextWorld

CVPR 2024poster

While large language models (LLMs) excel in a simulated world of texts they struggle to interact with the more realistic world without perceptions of other modalities such as visual or audio signals. Although vision-language models (VLMs) integrate LLM modules (1) aligned with static image features…

2024

MuEP: A Multimodal Benchmark for Embodied Planning with Foundation Models

IJCAI 2024poster

Foundation models have demonstrated significant emergent abilities, holding great promise for enhancing embodied agents' reasoning and planning capacities. However, the absence of a comprehensive benchmark for evaluating embodied agents with multimodal observations in complex environments remains a…