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Zilong Song

3 accepted papers

2025

F2TEval: Human-Aligned Multi-Dimensional Evaluation for Figure-to-Text Task

EMNLP 2025

Figure-to-Text (F2T) tasks aim to convert structured figure information into natural language text, serving as a bridge between visual perception and language understanding.However, existing evaluation methods remain limited: 1) Reference-based methods can only capture shallow semantic similarities

2025

Gaze and Go: Harnessing Visual Attention Valence in Upper-Limb Robotic Rehabilitation With Tailored Gamification and Eye Tracking for Neuroplasticity

ICRA 2025

Therapeutic robotic systems have emerged as reliable tools for physical rehabilitation, providing variableintensity movement assistance to patients with motor impairments. Robot-assisted rehabilitation facilitates the restoration mobility and dexterity, promotes functional neuroplasticity and potent

Cited by 1SourceScholar
2024

FedFixer: Mitigating Heterogeneous Label Noise in Federated Learning

AAAI 2024technical

Federated Learning (FL) heavily depends on label quality for its performance. However, the label distribution among individual clients is always both noisy and heterogeneous. The high loss incurred by client-specific samples in heterogeneous label noise poses challenges for distinguishing between cl…

Cited by 11SourcePDFScholar