Yixiao Huang

According to our database, Yixiao Huang authored at least 14 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Transformers Provably Learn to Internalize Chain-of-Thought.

Yixiao Huang, Hanlin Zhu, Zixuan Wang, Jiantao Jiao, Stuart Russell, Somayeh Sojoudi, Song Mei

CoRR, May, 2026

Multi-Objective Learning for Diffusion Models: A Statistical Theory under Semi-Supervised Learning.

Ziheng Cheng, Yixiao Huang, Hanlin Zhu, Haoran Geng, Somayeh Sojoudi, Jitendra Malik, Pieter Abbeel, Xin Guo

CoRR, May, 2026

Breaking the Reversal Curse in Autoregressive Language Models via Identity Bridge.

Xutao Ma, Yixiao Huang, Hanlin Zhu, Somayeh Sojoudi

CoRR, February, 2026

2025

Reinforcement Learning for Flow-Matching Policies.

Samuel Pfrommer, Yixiao Huang, Somayeh Sojoudi

CoRR, July, 2025

Spooky Action at a Distance: Normalization Layers Enable Side-Channel Spatial Communication.

Samuel Pfrommer, George Ma, Yixiao Huang, Somayeh Sojoudi

CoRR, July, 2025

Fast Adversarial Training against Sparse Attacks Requires Loss Smoothing.

Xuyang Zhong, Yixiao Huang, Chen Liu

CoRR, February, 2025

Generalization or Hallucination? Understanding Out-of-Context Reasoning in Transformers.

Yixiao Huang, Hanlin Zhu, Tianyu Guo, Jiantao Jiao, Somayeh Sojoudi, Michael I. Jordan, Stuart J. Russell, Song Mei

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

OVERT: A Benchmark for Over-Refusal Evaluation on Text-to-Image Models.

Ziheng Cheng, Yixiao Huang, Hui Xu, Somayeh Sojoudi, Xuandong Zhao, Dawn Song, Song Mei

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

On the Power of Convolution-Augmented Transformer.

Mingchen Li, Xuechen Zhang, Yixiao Huang, Samet Oymak

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Towards Efficient Training and Evaluation of Robust Models against l₀ Bounded Adversarial Perturbations.

Xuyang Zhong, Yixiao Huang, Chen Liu

CoRR, 2024

Towards Efficient Training and Evaluation of Robust Models against l0 Bounded Adversarial Perturbations.

Xuyang Zhong, Yixiao Huang, Chen Liu

Proceedings of the Forty-first International Conference on Machine Learning, 2024

From Self-Attention to Markov Models: Unveiling the Dynamics of Generative Transformers.

Muhammed Emrullah Ildiz, Yixiao Huang, Yingcong Li, Ankit Singh Rawat, Samet Oymak

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Mechanics of Next Token Prediction with Self-Attention.

Yingcong Li, Yixiao Huang, Muhammed Emrullah Ildiz, Ankit Singh Rawat, Samet Oymak

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2022

Stratification and Survival Prediction for Amyotrophic Lateral Sclerosis Patients.

Yixiao Huang, Xiaoli Wu, Rosa H. M. Chan

Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022