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Junda Lu

3 accepted papers

2026

WiTTA-Bench: Benchmarking Test-Time Adaptation for WiFi Sensing

CVPR 2026

WiFi sensing offers passive and privacy-preserving perception that complements vision-based sensing, but its performance degrades sharply under domain shifts caused by changes in environment, subjects, or hardware. This challenge is exacerbated in real-world deployments where source data are unavail

Cited by 0SourcecodeScholar
2024

DialogBench: Evaluating LLMs as Human-like Dialogue Systems

NAACL 2024long

Large language models (LLMs) have achieved remarkable breakthroughs in new dialogue capabilities by leveraging instruction tuning,which refreshes human impressions of dialogue systems. The long-standing goal of dialogue systems is to be human-like enough to establish long-term connections with users…

2023

Boosting Accuracy and Robustness of Student Models via Adaptive Adversarial Distillation

CVPR 2023poster

Distilled student models in teacher-student architectures are widely considered for computational-effective deployment in real-time applications and edge devices. However, there is a higher risk of student models to encounter adversarial attacks at the edge. Popular enhancing schemes such as adversa…