news | Yixiao HUANG

Oct 31, 2025	I’m looking for a research internship in Summer 2026 . I’d be happy to connect if you’re interested in my research!
Sep 18, 2025	Three papers are accepted by NeurIPS 2025: OVERT: A Benchmark for Over-Refusal Evaluation on Text-to-Image Models (D&B Track) Generalization or Hallucination? Understanding Out-of-Context Reasoning in Transformers Understanding and Improving Fast Adversarial Training against $\ell_0$ Bounded Perturbations
Aug 1, 2025	Two new preprints are out! Understanding normalization layer in generative models Reinforcement Learning for Flow-Matching Policies
Dec 9, 2024	Our paper on the power of hybrid architecture is accepted to AAAI 2025 as an oral presentation! You can find it at arXiv.
May 3, 2024	Two papers: Sparse-PGD and From Self-Attention to Markov Models are accepted to ICML 2024. See you at Vienna.
Apr 3, 2024	I will be joining UC Berkeley EECS as a first-year PhD student in the upcoming Fall. See you at Berkeley!
Jan 10, 2024	Our paper on the implicit bias of next-token prediction has been accepted to AISTATS 2024! It’s also available on arXiv.
Feb 22, 2023	Our paper on the relationship between self-attention and markov models is available on arXiv!