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Yijie LUO

3 accepted papers

2026

M4PQA: A Comprehensive QA Dataset for AI Research with Instance-Level Evaluation

ICLR 2026poster

The growing volume of academic papers has made it increasingly difficult for researchers to efficiently extract key information. While large language models (LLMs) based agents are capable of automating question answering (QA) workflows for scientific papers, there still lacks a comprehensive and re…

Cited by 0SourceScholar
2026

Predicting Tactile Sensory Outcome of Physical Human-Robot Interaction Through Embodied Learning Strategy

RA-L 2026

Estimation of robotic dynamic states in physical human-robot interaction (pHRI) is crucial for robots to handle real-world uncertainties. Since wearable tactile sensor arrays have been increasingly applied in robots, the tactile sensory outcomes (TSOs) during pHRIs would provide practical and ideal

Cited by 0SourceScholar
2025

Task-Specific Data Selection for Instruction Tuning via Monosemantic Neuronal Activations

NeurIPS 2025poster

Instruction tuning improves the ability of large language models (LLMs) to follow diverse human instructions, but achieving strong performance on specific target tasks remains challenging. A critical bottleneck is selecting the most relevant data to maximize task-specific performance. Existing data…

Cited by 0SourceScholar