Runzhi Tian

3 papers · 2020–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

EMNLP (1) ICLR (1) UAI (1)

Top co-authors

Yongyi Mao (3) Richong Zhang (1)

Research topics

Deep Learning (2) Machine Learning (2) Natural Language Processing (1) Applications (1) Bayesian & Probabilistic (1) Core Methods (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Models (1) Optimization & Theory (1)

Keywords

adversarial training (2) robust overfitting (2) generalization bound (2) generative model (1) topic model (1) adversarial perturbation (1) variational autoencoder (1) reparameterization trick (1) pgd attack (1) perturbation operator (1) generative modeling (1) local dispersion (1) latent dirichlet allocation (1) algorithmic stability (1)

Papers

Adversarial Training May Induce Deteriorating Distributions UAI 2025 Algorithmic Stability Based Generalization Bounds for Adversarial Training ICLR 2025 Learning VAE-LDA Models with Rounded Reparameterization Trick EMNLP 2020