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Zeyu Xue

2 accepted papers

2026

Open-Vocabulary Spatio-Temporal Scene Graph for Robot Perception and Teleoperation Planning

ICRA 2026poster

Teleoperation via natural-language reduces operator workload and enhances safety in high-risk or remote settings. However, in dynamic remote scenes, transmission latency during bidirectional communication creates gaps between remote perceived states and operator intent, leading to command misunderst…

2025

SwiftPrune: Hessian-Free Weight Pruning for Large Language Models

EMNLP 2025

Post-training pruning, as one of the key techniques for compressing large language models (LLMs), plays a vital role in lightweight model deployment and model sparsity. However, current mainstream pruning methods dependent on the Hessian matrix face significant limitations in both pruning speed and

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