Sign in
Yixuan Li
ORCID
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 24
Top Topics
Unlabeled Data
Diffusion Models
Supervised Learning
Spectral Analysis
Top Venues
CoRR
Int. J. Comput. Vis.
ICML
ICLR
</>
Publications
</>
Xuefeng Du
,
Zhen Fang
,
Ilias Diakonikolas
,
Yixuan Li
How Does Unlabeled Data Provably Help Out-of-Distribution Detection?
CoRR
(2024)
Soumya Suvra Ghosal
,
Yixuan Li
Are Vision Transformers Robust to Spurious Correlations?
Int. J. Comput. Vis.
132 (3) (2024)
Yifei Ming
,
Yixuan Li
How Does Fine-Tuning Impact Out-of-Distribution Detection for Vision-Language Models?
Int. J. Comput. Vis.
132 (2) (2024)
Haoyue Bai
,
Yifei Ming
,
Julian Katz-Samuels
,
Yixuan Li
HYPO: Hyperspherical Out-of-Distribution Generalization.
CoRR
(2024)
Soumya Suvra Ghosal
,
Yixuan Li
Distributionally Robust Optimization with Probabilistic Group.
AAAI
(2023)
Jiuxiang Gu
,
Yifei Ming
,
Yi Zhou
,
Jason Kuen
,
Vlad I. Morariu
,
Handong Zhao
,
Ruiyi Zhang
,
Nikolaos Barmpalios
,
Anqi Liu
,
Yixuan Li
,
Tong Sun
,
Ani Nenkova
A Critical Analysis of Document Out-of-Distribution Detection.
EMNLP (Findings)
(2023)
Soumya Suvra Ghosal
,
Yiyou Sun
,
Yixuan Li
How to Overcome Curse-of-Dimensionality for Out-of-Distribution Detection?
CoRR
(2023)
Haoyue Bai
,
Gregory Canal
,
Xuefeng Du
,
Jeongyeol Kwon
,
Robert D. Nowak
,
Yixuan Li
Feed Two Birds with One Scone: Exploiting Wild Data for Both Out-of-Distribution Generalization and Detection.
ICML
(2023)
Yifei Ming
,
Yixuan Li
How Does Fine-Tuning Impact Out-of-Distribution Detection for Vision-Language Models?
CoRR
(2023)
Yiyou Sun
,
Zhenmei Shi
,
Yingyu Liang
,
Yixuan Li
When and How Does Known Class Help Discover Unknown Ones? Provable Understanding Through Spectral Analysis.
ICML
(2023)
Yiyou Sun
,
Yaojie Liu
,
Xiaoming Liu
,
Yixuan Li
,
Wen-Sheng Chu
Rethinking Domain Generalization for Face Anti-spoofing: Separability and Alignment.
CoRR
(2023)
Xuefeng Du
,
Yiyou Sun
,
Xiaojin Zhu
,
Yixuan Li
Dream the Impossible: Outlier Imagination with Diffusion Models.
CoRR
(2023)
Yiyou Sun
,
Yixuan Li
OpenCon: Open-world Contrastive Learning.
Trans. Mach. Learn. Res.
2023 (2023)
Yiyou Sun
,
Yaojie Liu
,
Xiaoming Liu
,
Yixuan Li
,
Wen-Sheng Chu
Rethinking Domain Generalization for Face Anti-spoofing: Separability and Alignment.
CVPR
(2023)
Yifei Ming
,
Yiyou Sun
,
Ousmane Dia
,
Yixuan Li
How to Exploit Hyperspherical Embeddings for Out-of-Distribution Detection?
ICLR
(2023)
Yiyou Sun
,
Zhenmei Shi
,
Yingyu Liang
,
Yixuan Li
When and How Does Known Class Help Discover Unknown Ones? Provable Understanding Through Spectral Analysis.
CoRR
(2023)
Soumya Suvra Ghosal
,
Yixuan Li
Distributionally Robust Optimization with Probabilistic Group.
CoRR
(2023)
Leitian Tao
,
Xuefeng Du
,
Jerry Zhu
,
Yixuan Li
Non-parametric Outlier Synthesis.
ICLR
(2023)
Yiyou Sun
,
Zhenmei Shi
,
Yixuan Li
A Graph-Theoretic Framework for Understanding Open-World Semi-Supervised Learning.
CoRR
(2023)
Yifei Ming
,
Ziyang Cai
,
Jiuxiang Gu
,
Yiyou Sun
,
Wei Li
,
Yixuan Li
Delving into Out-of-Distribution Detection with Vision-Language Representations.
NeurIPS
(2022)
Jingkang Yang
,
Pengyun Wang
,
Dejian Zou
,
Zitang Zhou
,
Kunyuan Ding
,
Wenxuan Peng
,
Haoqi Wang
,
Guangyao Chen
,
Bo Li
,
Yiyou Sun
,
Xuefeng Du
,
Kaiyang Zhou
,
Wayne Zhang
,
Dan Hendrycks
,
Yixuan Li
,
Ziwei Liu
OpenOOD: Benchmarking Generalized Out-of-Distribution Detection.
NeurIPS
(2022)
Yifei Ming
,
Ziyang Cai
,
Jiuxiang Gu
,
Yiyou Sun
,
Wei Li
,
Yixuan Li
Delving into Out-of-Distribution Detection with Vision-Language Representations.
CoRR
(2022)
Yiyou Sun
,
Yixuan Li
DICE: Leveraging Sparsification for Out-of-Distribution Detection.
ECCV (24)
(2022)
Mohammadreza Salehi
,
Hossein Mirzaei
,
Dan Hendrycks
,
Yixuan Li
,
Mohammad Hossein Rohban
,
Mohammad Sabokrou
A Unified Survey on Anomaly, Novelty, Open-Set, and Out of-Distribution Detection: Solutions and Future Challenges.
Trans. Mach. Learn. Res.
2022 (2022)