Insung Kong

Identifiers

• name variant Insung Kong 0.60 · backfill

Papers (15)

1. Generalization Bounds for Transformer-Based Next-Token Prediction in a Language Model math.ST · 2026 · author #1
2. A Composite Activation Function for Learning Stable Binary Representations cs.LG · 2026 · author #5
3. Hyper Input Convex Neural Networks for Shape Constrained Learning and Optimal Transport cs.LG · 2026 · author #2
4. Fair Representation Learning for Continuous Sensitive Attributes using Expectation of Integral Probability Metrics stat.ML · 2025 · author #1
5. On the expressivity of deep Heaviside networks stat.ML · 2025 · author #1
6. ReLU integral probability metric and its applications stat.ML · 2025 · author #3
7. Tensor Product Neural Networks for Functional ANOVA Model stat.ML · 2025 · author #2
8. Fairness Through Matching cs.AI · 2025 · author #2
9. Posterior concentrations of fully-connected Bayesian neural networks with general priors on the weights stat.ML · 2024 · author #1
10. Enhancing Adversarial Robustness in Low-Label Regime via Adaptively Weighted Regularization and Knowledge Distillation cs.LG · 2023 · author #2
11. Masked Bayesian Neural Networks : Theoretical Guarantee and its Posterior Inference stat.ML · 2023 · author #1
12. Covariate balancing using the integral probability metric for causal inference stat.ML · 2023 · author #1
13. Improving Adversarial Robustness by Putting More Regularizations on Less Robust Samples stat.ML · 2022 · author #2
14. Masked Bayesian Neural Networks : Computation and Optimality stat.ML · 2022 · author #1
15. Learning fair representation with a parametric integral probability metric stat.ML · 2022 · author #3

Mentions

• 2502.15215 #2 · arxiv_oai · confidence 0.70 Insung Kong
• 2505.06435 #1 · arxiv_oai · confidence 0.70 Insung Kong
• 2505.00110 #1 · arxiv_oai · confidence 0.70 Insung Kong
• 2504.18897 #3 · arxiv_oai · confidence 0.70 Insung Kong
• 2501.02793 #2 · arxiv_oai · confidence 0.70 Insung Kong
• 2403.14225 #1 · arxiv_oai · confidence 0.70 Insung Kong
• 2308.04061 #2 · arxiv_oai · confidence 0.70 Insung Kong
• 2206.03353 #2 · arxiv_oai · confidence 0.70 Insung Kong
• 2305.14765 #1 · arxiv_oai · confidence 0.70 Insung Kong
• 2305.13715 #1 · arxiv_oai · confidence 0.70 Insung Kong
• 2206.00853 #1 · arxiv_oai · confidence 0.70 Insung Kong
• 2202.02943 #3 · arxiv_oai · confidence 0.70 Insung Kong
• 2606.13280 #1 · arxiv_oai · confidence 0.70 Insung Kong

Frequent Coauthors

• Yongdai Kim 12 shared papers
• Dongyoon Yang 4 shared papers
• Kunwoong Kim 4 shared papers
• Ilsang Ohn 3 shared papers
• Johannes Schmidt-Hieber 3 shared papers
• Jongjin Lee 3 shared papers
• Seokhun Park 2 shared papers
• Yuha Park 2 shared papers
• Chanmoo Park 1 shared papers
• Choeun Kim 1 shared papers
• Dongha Kim 1 shared papers
• Gyuseung Baek 1 shared papers
• Joonhyuk Jung 1 shared papers
• Juntong Chen 1 shared papers
• Kwanho Lee 1 shared papers
• Kwonsang Lee 1 shared papers
• Minwoo Chae 1 shared papers
• Niklas Dexheimer 1 shared papers
• Sangchul Park 1 shared papers
• Sehyun Park 1 shared papers