Guangwei Yu

According to our database, Guangwei Yu authored at least 25 papers between 2009 and 2025.

Collaborative distances:

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

2025

Zero-Execution Retrieval-Augmented Configuration Tuning of Spark Applications.

Raunaq Suri, Ilan Gofman, Guangwei Yu, Jesse C. Cresswell

CoRR, March, 2025

A Depth-Aware Network for Real-Time and High-Quality Neural Holography.

Yunzhu Zhang, Guangwei Yu, Chun Chen, Zhaoqin He, Jun Wang

IEEE Signal Process. Lett., 2025

MSc-SQL: Multi-Sample Critiquing Small Language Models For Text-To-SQL Translation.

Satya Krishna Gorti, Ilan Gofman, Zhaoyan Liu, Jiapeng Wu, Noël Vouitsis, Guangwei Yu, Jesse C. Cresswell, Rasa Hosseinzadeh

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

2024

TabDPT: Scaling Tabular Foundation Models.

Junwei Ma, Valentin Thomas, Rasa Hosseinzadeh, Hamidreza Kamkari, Alex Labach, Jesse C. Cresswell, Keyvan Golestan, Guangwei Yu, Maksims Volkovs, Anthony L. Caterini

CoRR, 2024

TabPFGen - Tabular Data Generation with TabPFN.

Junwei Ma, Apoorv Dankar, George Stein, Guangwei Yu, Anthony L. Caterini

CoRR, 2024

In-Context Data Distillation with TabPFN.

Junwei Ma, Valentin Thomas, Guangwei Yu, Anthony L. Caterini

CoRR, 2024

Retrieval & Fine-Tuning for In-Context Tabular Models.

Valentin Thomas, Junwei Ma, Rasa Hosseinzadeh, Keyvan Golestan, Guangwei Yu, Maksims Volkovs, Anthony L. Caterini

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Data-Efficient Multimodal Fusion on a Single GPU.

Noël Vouitsis, Zhaoyan Liu, Satya Krishna Gorti, Valentin Villecroze, Jesse C. Cresswell, Guangwei Yu, Gabriel Loaiza-Ganem, Maksims Volkovs

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

CSI-based cross-scene human activity recognition with incremental learning.

Yong Zhang, Fei He, Yujie Wang, Dingchao Wu, Guangwei Yu

Neural Comput. Appl., June, 2023

2022

CSI-Based Location-Independent Human Activity Recognition Using Feature Fusion.

Yong Zhang, Qingqing Liu, Yujie Wang, Guangwei Yu

IEEE Trans. Instrum. Meas., 2022

A Multi-size Kernel based Adaptive Convolutional Neural Network for Bearing Fault Diagnosis.

Guangwei Yu, Gang Li, Xingtong Si, Zhuoyuan Song

CoRR, 2022

X-Pool: Cross-Modal Language-Video Attention for Text-Video Retrieval.

Satya Krishna Gorti, Noël Vouitsis, Junwei Ma, Keyvan Golestan, Maksims Volkovs, Animesh Garg, Guangwei Yu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Few-shot Learning for Human Activity Recognition Based on CSI.

Sipeng Huang, Yang Chen, Dingchao Wu, Guangwei Yu, Yong Zhang

Proceedings of the Asia Conference on Algorithms, Computing and Machine Learning, 2022

2021

Context-aware Scene Graph Generation with Seq2Seq Transformers.

Yichao Lu, Himanshu Rai, Jason Chang, Boris Knyazev, Guangwei Yu, Shashank Shekhar, Graham W. Taylor, Maksims Volkovs

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Weakly Supervised Action Selection Learning in Video.

Junwei Ma, Satya Krishna Gorti, Maksims Volkovs, Guangwei Yu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2019

Learning Effective Visual Relationship Detector on 1 GPU.

Yichao Lu, Cheng Chang, Himanshu Rai, Guangwei Yu, Maksims Volkovs

CoRR, 2019

Cross-Class Relevance Learning for Temporal Concept Localization.

Junwei Ma, Satya Krishna Gorti, Maksims Volkovs, Ilya Stanevich, Guangwei Yu

CoRR, 2019

Semi-Supervised Exploration in Image Retrieval.

Cheng Chang, Himanshu Rai, Satya Krishna Gorti, Junwei Ma, Chundi Liu, Guangwei Yu, Maksims Volkovs

CoRR, 2019

Guided Similarity Separation for Image Retrieval.

Chundi Liu, Guangwei Yu, Maksims Volkovs, Cheng Chang, Himanshu Rai, Junwei Ma, Satya Krishna Gorti

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Explore-Exploit Graph Traversal for Image Retrieval.

Cheng Chang, Guangwei Yu, Chundi Liu, Maksims Volkovs

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Human Factors Integrated System Validation in the Nuclear Power Plant Main Control Room.

Xiaoyang Ming, Guangwei Yu, Shiguang Deng

Proceedings of the Human Systems Engineering and Design, 2018

The Functional Requirement Analysis in Nuclear Power Plant Human System Interface Design.

Shiguang Deng, Xiaoyang Ming, Guangwei Yu

Proceedings of the Human Systems Engineering and Design, 2018

2017

DropoutNet: Addressing Cold Start in Recommender Systems.

Maksims Volkovs, Guangwei Yu, Tomi Poutanen

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2015

Effective Latent Models for Binary Feedback in Recommender Systems.

Maksims Volkovs, Guangwei Yu

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

2009

Approximate Analysis of Power Offset over Spatially Correlated MIMO Channels.

Guangwei Yu, Xuzhen Wang

Commun. Netw., 2009