Concepedia

Sida Huang

SH

4

Publications

102

Citations

4

H-Index

2023

Active since

Affiliations

China Telecom(Current)

China Telecom (China)

Sida Huang is an author at China Telecom specializing in deep learning, computer science, and data science.

Top concepts

EngineeringData ScienceDeep LearningComputer ScienceMachine LearningBusinessEconomicsGame TheoryProbabilityMechanism Design

Publications per year

2023–2025

4

Publications

4

Variational Positive-Incentive Noise: How Noise Benefits Models

Hongyuan Zhang, Sida Huang, Yubin Guo et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2025 · 42 citations

Artificial Intelligence, Engineering, Machine Learning +22

Enhance Vision-Language Alignment with Noise

Sida Huang, Hongyuan Zhang, Xuelong Li · Proceedings of the AAAI Conference on Artificial Intelligence · 2025 · 32 citations · Full text

Few-shot Learning, Structured Prediction, Engineering +22

Data Augmentation of Contrastive Learning is Estimating Positive-incentive Noise

Hongyuan Zhang, Yanchen Xu, Sida Huang et al. · arXiv (Cornell University) · 2024 · 17 citations · Full text

Variational Positive-incentive Noise: How Noise Benefits Models

Hongyuan Zhang, Sida Huang · arXiv (Cornell University) · 2023 · 11 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +22

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