Minyang Hu

Researcher, Noah Arks, Huawei Technologies Ltd.

Joined

May 2021

Names

Minyang Hu (Preferred)

Hu Minyang

Emails

****@vipl.ict.ac.cn (Confirmed)

****@huawei.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Noah Arks, Huawei Technologies Ltd. (huawei.com)

2025 – Present

PhD student

, Chinese Academy of Sciences (ict.ac.cn)

2019 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Hong Chang

2019 – 2025

Expertise

LLM Agent Evaluation

2025 – Present

modular network

2023 – Present

meta-learning

few-shot learning

2021 – Present

Publications

Revisiting Logit Distributions for Reliable Out-of-Distribution Detection
Jiachen Liang, RuiBing Hou, Minyang Hu, Hong Chang, Shiguang Shan, Xilin Chen
- NeurIPS 2025 poster
- Readers: Everyone
UMFC: Unsupervised Multi-Domain Feature Calibration for Vision-Language Models
Jiachen Liang, RuiBing Hou, Minyang Hu, Hong Chang, Shiguang Shan, Xilin Chen
- NeurIPS 2024 poster
- Readers: Everyone
Task Attribute Distance for Few-Shot Learning: Theoretical Analysis and Applications
Minyang Hu, Hong Chang, Zong Guo, Bingpeng Ma, Shiguan Shan, Xilin Chen
- CoRR 2024
- Readers: Everyone
Understanding Few-Shot Learning: Measuring Task Relatedness and Adaptation Difficulty via Attributes
Minyang Hu, Hong Chang, Zong Guo, Bingpeng Ma, Shiguang Shan, Xilin CHEN
- 29 Oct 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Scalable Modular Network: A Framework for Adaptive Learning via Agreement Routing
Minyang Hu, Hong Chang, Bingpeng Ma, Shiguang Shan, Xilin CHEN
- ICLR 2024 poster
- Readers: Everyone
Understanding Few-Shot Learning: Measuring Task Relatedness and Adaptation Difficulty via Attributes
Minyang Hu, Hong Chang, Zong Guo, Bingpeng Ma, Shiguang Shan, Xilin CHEN
- NeurIPS 2023 poster
- Readers: Everyone
Learning Continuous Graph Structure with Bilevel Programming for Graph Neural Networks
Minyang Hu, Hong Chang, Bingpeng Ma, Shiguang Shan
- 2022 (modified: 24 Apr 2023)
- IJCAI 2022
- Readers: Everyone

Minyang Hu

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Revisiting Logit Distributions for Reliable Out-of-Distribution Detection

UMFC: Unsupervised Multi-Domain Feature Calibration for Vision-Language Models

Task Attribute Distance for Few-Shot Learning: Theoretical Analysis and Applications

Understanding Few-Shot Learning: Measuring Task Relatedness and Adaptation Difficulty via Attributes

Scalable Modular Network: A Framework for Adaptive Learning via Agreement Routing

Understanding Few-Shot Learning: Measuring Task Relatedness and Adaptation Difficulty via Attributes

Learning Continuous Graph Structure with Bilevel Programming for Graph Neural Networks

Co-Authors