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cs.AI2026
Reviewing Model Collapse and Countermeasures
Xihao Xie, Beichen Hu
Driven by massive amounts of web-scale data, generative AI (GenAI) has achieved remarkable progress, enabling various applications in diverse sectors. The advances of GenAI have ac…
cs.SD2026
Backdoor Attacks on Speech Emotion Recognition via TTS-Generated Poisoning
Yongbin Huang, Xihao Xie, Jia Zhang
Speech Emotion Recognition (SER) systems increasingly leverage self-supervised acoustic representations, yet their vulnerability to training-time attacks remains largely underexplo…