Yixiao Huang

15 papers A* 3A 1Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Breaking the Reversal Curse in Autoregressive Language Models via Identity Bridge.
CoRR
Xutao Ma, Yixiao Huang, Hanlin Zhu, Somayeh Sojoudi
2025 J jnl
Fast Adversarial Training against Sparse Attacks Requires Loss Smoothing.
CoRR
Xuyang Zhong, Yixiao Huang, Chen Liu
2025 J jnl
Generalization or Hallucination? Understanding Out-of-Context Reasoning in Transformers.
CoRR
Yixiao Huang, Hanlin Zhu, Tianyu Guo, Jiantao Jiao, Somayeh Sojoudi, Michael I. Jordan, Stuart Russell, Song Mei
2025 J jnl
OVERT: A Benchmark for Over-Refusal Evaluation on Text-to-Image Models.
CoRR
Ziheng Cheng, Yixiao Huang, Hui Xu, Somayeh Sojoudi, Xuandong Zhao, Dawn Song, Song Mei
2025 A* conf
On the Power of Convolution-Augmented Transformer.
AAAI
Mingchen Li, Xuechen Zhang, Yixiao Huang, Samet Oymak
2025 J jnl
Reinforcement Learning for Flow-Matching Policies.
CoRR
Samuel Pfrommer, Yixiao Huang, Somayeh Sojoudi
2025 J jnl
Spooky Action at a Distance: Normalization Layers Enable Side-Channel Spatial Communication.
CoRR
Samuel Pfrommer, George Ma, Yixiao Huang, Somayeh Sojoudi
2024 A* conf
From Self-Attention to Markov Models: Unveiling the Dynamics of Generative Transformers.
ICML
Muhammed Emrullah Ildiz, Yixiao Huang, Yingcong Li, Ankit Singh Rawat, Samet Oymak
2024 J jnl
From Self-Attention to Markov Models: Unveiling the Dynamics of Generative Transformers.
CoRR
Muhammed Emrullah Ildiz, Yixiao Huang, Yingcong Li, Ankit Singh Rawat, Samet Oymak
2024 A conf
Mechanics of Next Token Prediction with Self-Attention.
AISTATS
Yingcong Li, Yixiao Huang, Muhammed Emrullah Ildiz, Ankit Singh Rawat, Samet Oymak
2024 J jnl
Mechanics of Next Token Prediction with Self-Attention.
CoRR
Yingcong Li, Yixiao Huang, Muhammed Emrullah Ildiz, Ankit Singh Rawat, Samet Oymak
2024 J jnl
On the Power of Convolution Augmented Transformer.
CoRR
Mingchen Li, Xuechen Zhang, Yixiao Huang, Samet Oymak
2024 J jnl
Towards Efficient Training and Evaluation of Robust Models against l
CoRR
Xuyang Zhong, Yixiao Huang, Chen Liu
2024 A* conf
Towards Efficient Training and Evaluation of Robust Models against l0 Bounded Adversarial Perturbations.
ICML
Xuyang Zhong, Yixiao Huang, Chen Liu
2022 — conf
Stratification and Survival Prediction for Amyotrophic Lateral Sclerosis Patients.
BHI
Yixiao Huang, Xiaoli Wu, Rosa H. M. Chan