Jiancong Xiao
8 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
ICLR (3)
ICML (2)
NIPS (2)
COLT (1)
Top co-authors
Keywords
generalization bound
(2)
neural network
(2)
robust generalization
(2)
adversarial learning
(2)
pac-bayesian bound
(1)
robust overfitting
(1)
covering number
(1)
spectral normalization
(1)
uniform stability
(1)
stochastic gradient descent
(1)
approximate smoothness
(1)
adversarial robustness
(1)
adversarial training
(1)
rademacher complexity
(1)
Papers
Restoring Calibration for Aligned Large Language Models: A Calibration-Aware Fine-Tuning Approach
ICML 2025
Magnetic Preference Optimization: Achieving Last-iterate Convergence for Language Model Alignment
ICLR 2025
Preserving Diversity in Supervised Fine-Tuning of Large Language Models
ICLR 2025
Fine-Tuning Attention Modules Only: Enhancing Weight Disentanglement in Task Arithmetic
ICLR 2025
Uniformly Stable Algorithms for Adversarial Training and Beyond
ICML 2024
Bridging the Gap: Rademacher Complexity in Robust and Standard Generalization
COLT 2024
PAC-Bayesian Spectrally-Normalized Bounds for Adversarially Robust Generalization
NIPS 2023
Stability Analysis and Generalization Bounds of Adversarial Training
NIPS 2022