作者位次 #4/5ICML 2026Poster· Social Aspects / Security
TimeGuard: Channel-wise Pool Training for Backdoor Defense in Time Series Forecasting
Quang Duc Nguyen · Siyuan Liang · Yiming Li · Fushuo Huo · Dacheng Tao
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Quang Duc Nguyen · Siyuan Liang · Yiming Li · Fushuo Huo · Dacheng Tao
Cui Yakun · Peng Qi · Fushuo Huo · Hang Du · Weijie Shi · Juntao Dai · Zhenghao Zhu · Sirui Han
The advent of multi-modal large language models (MLLMs) has greatly advanced research on video fake news detection (VFND) tasks. Existing benchmarks typically focus on the detection accuracy, while failing to provide fine-grained assessments for the entire detection process. To address these limi...