Yiqiao Zhong

19 papers A* 1Journal 17Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
How Does Unfaithful Reasoning Emerge from Autoregressive Training? A Study of Synthetic Experiments.
CoRR
Fuxin Wang, Amr Alazali, Yiqiao Zhong
2026 J jnl
Shattered Compositionality: Counterintuitive Learning Dynamics of Transformers for Arithmetic.
CoRR
Xingyu Zhao, Darsh Sharma, Rheeya Uppaal, Yiqiao Zhong
2025 J jnl
A statistical theory of overfitting for imbalanced classification.
CoRR
Jingyang Lyu, Kangjie Zhou, Yiqiao Zhong
2025 A* conf
Model Editing as a Robust and Denoised variant of DPO: A Case Study on Toxicity.
ICLR
Rheeya Uppaal, Apratim Dey, Yiting He, Yiqiao Zhong, Junjie Hu
2025 J jnl
Unifying Attention Heads and Task Vectors via Hidden State Geometry in In-Context Learning.
CoRR
Haolin Yang, Hakaze Cho, Yiqiao Zhong, Naoya Inoue
2024 J jnl
Assessing and improving reliability of neighbor embedding methods: a map-continuity perspective.
CoRR
Zhexuan Liu, Rong Ma, Yiqiao Zhong
2024 J jnl
DeTox: Toxic Subspace Projection for Model Editing.
CoRR
Rheeya Uppaal, Apratim Dey, Yiting He, Yiqiao Zhong, Junjie Hu
2024 — conf
How does Multi-Task Training Affect Transformer In-Context Capabilities? Investigations with Function Classes.
NAACL (Short Papers)
Harmon Bhasin, Timothy Ossowski, Yiqiao Zhong, Junjie Hu
2024 J jnl
How does Multi-Task Training Affect Transformer In-Context Capabilities? Investigations with Function Classes.
CoRR
Harmon Bhasin, Timothy Ossowski, Yiqiao Zhong, Junjie Hu
2024 J jnl
Out-of-distribution generalization via composition: a lens through induction heads in Transformers.
CoRR
Jiajun Song, Zhuoyan Xu, Yiqiao Zhong
2023 J jnl
Uncovering hidden geometry in Transformers via disentangling position and context.
CoRR
Jiajun Song, Yiqiao Zhong
2023 J jnl
Unraveling Projection Heads in Contrastive Learning: Insights from Expansion and Shrinkage.
CoRR
Yu Gui, Cong Ma, Yiqiao Zhong
2021 J jnl
Tractability from overparametrization: The example of the negative perceptron.
CoRR
Andrea Montanari, Yiqiao Zhong, Kangjie Zhou
2020 J jnl
The Interpolation Phase Transition in Neural Networks: Memorization and Generalization under Lazy Training.
CoRR
Andrea Montanari, Yiqiao Zhong
2019 J jnl
A Selective Overview of Deep Learning.
CoRR
Jianqing Fan, Cong Ma, Yiqiao Zhong
2018 J jnl
Near-Optimal Bounds for Phase Synchronization.
SIAM J. Optim.
Yiqiao Zhong, Nicolas Boumal
2017 J jnl
An $\ell_{\infty}$ Eigenvector Perturbation Bound and Its Application.
J. Mach. Learn. Res.
Jianqing Fan, Weichen Wang, Yiqiao Zhong
2016 J jnl
Differentially Private Data Releasing for Smooth Queries.
J. Mach. Learn. Res.
Ziteng Wang, Chi Jin, Kai Fan, Jiaqi Zhang, Junliang Huang, Yiqiao Zhong, Liwei Wang
2014 J jnl
Differentially Private Data Releasing for Smooth Queries with Synthetic Database Output.
CoRR
Chi Jin, Ziteng Wang, Junliang Huang, Yiqiao Zhong, Liwei Wang