SQ
Siqing Qin
cs.SDeess.AScs.AI
On Valency
published · living versionsW_tueexcbk·v1 · currentpublished
Conflict-Aware Meta-Learning for Generalizable Speech Deepfake Detection
with Kong Aik Lee, Youzhi TU, Eng Siong Chng, Man-Wai Mak
1 version
W_uudr4xyg·v1published
Preprints & journals
6 papers in the corpus · 2026Manifold-Constrained Residual Adaptation with Frame-Adaptive Layer Aggregation for Speaker Verification2610.25892v1 · Zezhong Jin, Xiaoyu Wang, Zhe Li et al.2026 · 0 citationsarXivon Valency
Source-Directed Trajectory Perturbation at First-Order Cost for Domain Generalization in Speech Deepfake Detection2610.10094v1 · Siqing Qin, Kong Aik Lee, Youzhi Tu2026 · 0 citationsarXiv
DuRe-ST: Dual-Relation Spectro-Temporal Modeling for Speech Deepfake Detection2610.10121v1 · Shaole Li, Siqing Qin, Youzhi Tu et al.2026 · 0 citationsarXiv
Learning as Deepfakes Evolve: RF-Prompt for Continual Audio Deepfake Detection2609.37586v1 · Yuankun Xie, Xiaoxuan Guo, Xiaopeng Wang et al.2026 · 0 citationsarXiv
DGS-MLDG: Domain Gradient Surgery Guided Meta-Learning for Domain Generalization in Speech Deepfake Detection2609.33706v1 · Siqing Qin, Kong Aik Lee, Youzhi Tu et al.2026 · 0 citationsarXiv
Domain-Adaptive Dual-Gating Mixture of Experts for Generalizable Speech Deepfake Detection2609.33709v1 · Siqing Qin, Zhe Li, Kong Aik Lee et al.2026 · 0 citationsarXiv
Career total: 6 works. 6 are in this corpus.
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