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2020 – today
- 2025
[j4]Yunzhu Zhang, Guangwei Yu, Chun Chen, Zhaoqin He, Jun Wang
:
A Depth-Aware Network for Real-Time and High-Quality Neural Holography. IEEE Signal Process. Lett. 32: 756-760 (2025)- [c13]Satya Krishna Gorti, Ilan Gofman, Zhaoyan Liu, Jiapeng Wu, Noël Vouitsis, Guangwei Yu, Jesse C. Cresswell, Rasa Hosseinzadeh:
MSc-SQL: Multi-Sample Critiquing Small Language Models For Text-To-SQL Translation. NAACL (Long Papers) 2025: 2145-2160 - [i13]Raunaq Suri, Ilan Gofman, Guangwei Yu, Jesse C. Cresswell:
Zero-Execution Retrieval-Augmented Configuration Tuning of Spark Applications. CoRR abs/2503.03826 (2025) - 2024
- [c12]Noël Vouitsis, Zhaoyan Liu, Satya Krishna Gorti, Valentin Villecroze, Jesse C. Cresswell, Guangwei Yu, Gabriel Loaiza-Ganem, Maksims Volkovs:
Data-Efficient Multimodal Fusion on a Single GPU. CVPR 2024: 27229-27241 - [c11]Valentin Thomas, Junwei Ma, Rasa Hosseinzadeh, Keyvan Golestan, Guangwei Yu, Maksims Volkovs, Anthony L. Caterini:
Retrieval & Fine-Tuning for In-Context Tabular Models. NeurIPS 2024 - [i12]Junwei Ma, Valentin Thomas, Guangwei Yu, Anthony L. Caterini:
In-Context Data Distillation with TabPFN. CoRR abs/2402.06971 (2024) - [i11]Valentin Thomas, Junwei Ma, Rasa Hosseinzadeh, Keyvan Golestan, Guangwei Yu, Maksims Volkovs, Anthony L. Caterini:
Retrieval & Fine-Tuning for In-Context Tabular Models. CoRR abs/2406.05207 (2024) - [i10]Junwei Ma, Apoorv Dankar, George Stein, Guangwei Yu, Anthony L. Caterini:
TabPFGen - Tabular Data Generation with TabPFN. CoRR abs/2406.05216 (2024) - [i9]Satya Krishna Gorti, Ilan Gofman, Zhaoyan Liu, Jiapeng Wu, Noël Vouitsis, Guangwei Yu, Jesse C. Cresswell, Rasa Hosseinzadeh:
MSc-SQL: Multi-Sample Critiquing Small Language Models For Text-To-SQL Translation. CoRR abs/2410.12916 (2024) - [i8]Junwei Ma, Valentin Thomas, Rasa Hosseinzadeh, Hamidreza Kamkari, Alex Labach, Jesse C. Cresswell, Keyvan Golestan, Guangwei Yu, Maksims Volkovs, Anthony L. Caterini:
TabDPT: Scaling Tabular Foundation Models. CoRR abs/2410.18164 (2024) - 2023
- [j3]Yong Zhang, Fei He, Yujie Wang, Dingchao Wu, Guangwei Yu:
CSI-based cross-scene human activity recognition with incremental learning. Neural Comput. Appl. 35(17): 12415-12432 (2023) - [i7]Noël Vouitsis, Zhaoyan Liu, Satya Krishna Gorti, Valentin Villecroze, Jesse C. Cresswell, Guangwei Yu, Gabriel Loaiza-Ganem, Maksims Volkovs:
Data-Efficient Multimodal Fusion on a Single GPU. CoRR abs/2312.10144 (2023) - 2022
- [j2]Yong Zhang, Qingqing Liu, Yujie Wang, Guangwei Yu:
CSI-Based Location-Independent Human Activity Recognition Using Feature Fusion. IEEE Trans. Instrum. Meas. 71: 1-12 (2022) - [c10]Sipeng Huang, Yang Chen, Dingchao Wu, Guangwei Yu, Yong Zhang:
Few-shot Learning for Human Activity Recognition Based on CSI. CACML 2022: 403-409 - [c9]Satya Krishna Gorti, Noël Vouitsis, Junwei Ma, Keyvan Golestan, Maksims Volkovs, Animesh Garg, Guangwei Yu:
X-Pool: Cross-Modal Language-Video Attention for Text-Video Retrieval. CVPR 2022: 4996-5005 - [i6]Satya Krishna Gorti, Noël Vouitsis, Junwei Ma, Keyvan Golestan, Maksims Volkovs, Animesh Garg, Guangwei Yu:
X-Pool: Cross-Modal Language-Video Attention for Text-Video Retrieval. CoRR abs/2203.15086 (2022) - [i5]Guangwei Yu, Gang Li, Xingtong Si, Zhuoyuan Song:
A Multi-size Kernel based Adaptive Convolutional Neural Network for Bearing Fault Diagnosis. CoRR abs/2203.15275 (2022) - 2021
- [c8]Junwei Ma, Satya Krishna Gorti, Maksims Volkovs, Guangwei Yu:
Weakly Supervised Action Selection Learning in Video. CVPR 2021: 7587-7596 - [c7]Yichao Lu, Himanshu Rai, Jason Chang, Boris Knyazev, Guangwei Yu, Shashank Shekhar, Graham W. Taylor, Maksims Volkovs:
Context-aware Scene Graph Generation with Seq2Seq Transformers. ICCV 2021: 15911-15921 - [i4]Junwei Ma, Satya Krishna Gorti, Maksims Volkovs, Guangwei Yu:
Weakly Supervised Action Selection Learning in Video. CoRR abs/2105.02439 (2021)
2010 – 2019
- 2019
- [c6]Cheng Chang, Guangwei Yu, Chundi Liu, Maksims Volkovs:
Explore-Exploit Graph Traversal for Image Retrieval. CVPR 2019: 9423-9431 - [c5]Chundi Liu, Guangwei Yu, Maksims Volkovs, Cheng Chang, Himanshu Rai, Junwei Ma, Satya Krishna Gorti:
Guided Similarity Separation for Image Retrieval. NeurIPS 2019: 1554-1564 - [i3]Cheng Chang, Himanshu Rai, Satya Krishna Gorti, Junwei Ma, Chundi Liu, Guangwei Yu, Maksims Volkovs:
Semi-Supervised Exploration in Image Retrieval. CoRR abs/1906.04944 (2019) - [i2]Junwei Ma, Satya Krishna Gorti, Maksims Volkovs, Ilya Stanevich, Guangwei Yu:
Cross-Class Relevance Learning for Temporal Concept Localization. CoRR abs/1911.08548 (2019) - [i1]Yichao Lu, Cheng Chang, Himanshu Rai, Guangwei Yu, Maksims Volkovs:
Learning Effective Visual Relationship Detector on 1 GPU. CoRR abs/1912.06185 (2019) - 2018
- [c4]Xiaoyang Ming, Guangwei Yu, Shiguang Deng:
Human Factors Integrated System Validation in the Nuclear Power Plant Main Control Room. IHSED 2018: 268-274 - [c3]Shiguang Deng, Xiaoyang Ming, Guangwei Yu:
The Functional Requirement Analysis in Nuclear Power Plant Human System Interface Design. IHSED 2018: 275-281 - 2017
- [c2]Maksims Volkovs, Guangwei Yu, Tomi Poutanen:
DropoutNet: Addressing Cold Start in Recommender Systems. NIPS 2017: 4957-4966 - 2015
- [c1]Maksims Volkovs, Guangwei Yu:
Effective Latent Models for Binary Feedback in Recommender Systems. SIGIR 2015: 313-322
2000 – 2009
- 2009
- [j1]Guangwei Yu, Xuzhen Wang:
Approximate Analysis of Power Offset over Spatially Correlated MIMO Channels. Commun. Netw. 1(1): 25-34 (2009)
Coauthor Index
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