QFCQT claims up to 43.9% MSE improvement over HAT on ETTh2 via Lee-oscillator gated activation, but internal table inconsistencies and undefined ablation components undermine the claim.
Cotn: A chaotic oscillatory transformer network for complex volatile systems under extreme conditions,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.AI 1years
2026 1verdicts
REJECT 1roles
background 1polarities
support 1representative citing papers
citing papers explorer
-
QFCQT: A Chaotically Gated Quantformer Framework for Volatile Time-Series Forecasting
QFCQT claims up to 43.9% MSE improvement over HAT on ETTh2 via Lee-oscillator gated activation, but internal table inconsistencies and undefined ablation components undermine the claim.