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Yong Cai

3 accepted papers

2025

S-Crescendo: A Nested Transformer Weaving Framework for Scalable Nonlinear System in S-Domain Representation

NeurIPS 2025poster

Simulation of high-order nonlinear system requires extensive computational resources, especially in modern VLSI backend design where bifurcation-induced instability and chaos-like transient behaviors pose challenges. We present S-Crescendo - a nested transformer weaving framework that synergizes S-d…

Cited by 0SourceScholar
2024

FedFixer: Mitigating Heterogeneous Label Noise in Federated Learning

AAAI 2024technical

Federated Learning (FL) heavily depends on label quality for its performance. However, the label distribution among individual clients is always both noisy and heterogeneous. The high loss incurred by client-specific samples in heterogeneous label noise poses challenges for distinguishing between cl…

Cited by 11SourcePDFScholar
2023

Towards Trustworthy Explanation: On Causal Rationalization

ICML 2023poster

With recent advances in natural language processing, rationalization becomes an essential self-explaining diagram to disentangle the black box by selecting a subset of input texts to account for the major variation in prediction. Yet, existing association-based approaches on rationalization cannot i…