Jiancong Xiao

According to our database1, Jiancong Xiao authored at least 11 papers between 2022 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

2022
2023
2024
2025
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7
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4
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Legend:

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In proceedings 
Article 
PhD thesis 
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Other 

Links

On csauthors.net:

Bibliography

2025
Understanding adversarial robustness against on-manifold adversarial examples.
Pattern Recognit., 2025

2024
Magnetic Preference Optimization: Achieving Last-iterate Convergence for Language Models Alignment.
CoRR, 2024

Entropic Distribution Matching in Supervised Fine-tuning of LLMs: Less Overfitting and Better Diversity.
CoRR, 2024

Fine-Tuning Linear Layers Only Is a Simple yet Effective Way for Task Arithmetic.
CoRR, 2024

On the Algorithmic Bias of Aligning Large Language Models with RLHF: Preference Collapse and Matching Regularization.
CoRR, 2024

Uniformly Stable Algorithms for Adversarial Training and Beyond.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Bridging the Gap: Rademacher Complexity in Robust and Standard Generalization.
Proceedings of the Thirty Seventh Annual Conference on Learning Theory, June 30, 2024

2023
PAC-Bayesian Spectrally-Normalized Bounds for Adversarially Robust Generalization.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022
Adversarial Rademacher Complexity of Deep Neural Networks.
CoRR, 2022

Adaptive Smoothness-weighted Adversarial Training for Multiple Perturbations with Its Stability Analysis.
CoRR, 2022

Stability Analysis and Generalization Bounds of Adversarial Training.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022


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