Jia Chen

According to our database, Jia Chen authored at least 29 papers between 2013 and 2025.

Collaborative distances:

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

2025

ExpertGenQA: Open-ended QA generation in Specialized Domains.

Haz Sameen Shahgir, Chansong Lim, Jia Chen, Evangelos E. Papalexakis, Yue Dong

CoRR, March, 2025

Uncertainty Quantification of Large Language Models through Multi-Dimensional Responses.

Tiejin Chen, Xiaoou Liu, Longchao Da, Jia Chen, Vagelis Papalexakis, Hua Wei

CoRR, February, 2025

TRAWL: Tensor Reduced and Approximated Weights for Large Language Models.

Yiran Luo, Het Patel, Yu Fu, Dawon Ahn, Jia Chen, Yue Dong, Evangelos E. Papalexakis

Proceedings of the Data Science: Foundations and Applications, 2025

2024

Cross-Task Defense: Instruction-Tuning LLMs for Content Safety.

Yu Fu, Wen Xiao, Jia Chen, Jiachen Li, Evangelos E. Papalexakis, Aichi Chien, Yue Dong

CoRR, 2024

Adversarial Attacks on Parts of Speech: An Empirical Study in Text-to-Image Generation.

G. M. Shahariar, Jia Chen, Jiachen Li, Yue Dong

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Automating Data Science Pipelines with Tensor Completion.

Shaan Pakala, Bryce Graw, Dawon Ahn, Tam Dinh, Mehnaz Tabassum Mahin, Vassilis J. Tsotras, Jia Chen, Evangelos E. Papalexakis

Proceedings of the IEEE International Conference on Big Data, 2024

Project or Factorize? A Case Study of Multiview CCA and PARAFAC2 Tensor Factorization.

Jia Chen, Evangelos E. Papalexakis

Proceedings of the 58th Asilomar Conference on Signals, 2024

2023

Towards Aligned Canonical Correlation Analysis: Preliminary Formulation and Proof-of-Concept Results.

Biqian Cheng, Evangelos E. Papalexakis, Jia Chen

CoRR, 2023

Can SAM recognize crops? Quantifying the zero-shot performance of a semantic segmentation foundation model on generating crop-type maps using satellite imagery for precision agriculture.

Rutuja Gurav, Het Patel, Zhuocheng Shang, Ahmed Eldawy, Jia Chen, Elia Scudiero, Evangelos E. Papalexakis

CoRR, 2023

2022

SV-Learn: Learning Matrix Singular Values with Neural Networks.

Derek Xu, William Shiao, Jia Chen, Evangelos E. Papalexakis

Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

TENALIGN: Joint Tensor Alignment and Coupled Factorization.

Yunshu Wu, Uday Singh Saini, Jia Chen, Evangelos E. Papalexakis

Proceedings of the IEEE International Conference on Data Mining, 2022

2020

Ensemble Node Embeddings using Tensor Decomposition: A Case-Study on DeepWalk.

Jia Chen, Evangelos E. Papalexakis

Proceedings of the 20th International Conference on Data Mining Workshops, 2020

2019

Graph Multiview Canonical Correlation Analysis.

Jia Chen, Gang Wang, Georgios B. Giannakis

IEEE Trans. Signal Process., 2019

Nonlinear Dimensionality Reduction for Discriminative Analytics of Multiple Datasets.

Jia Chen, Gang Wang, Georgios B. Giannakis

IEEE Trans. Signal Process., 2019

Multiview Canonical Correlation Analysis over Graphs.

Jia Chen, Gang Wang, Georgios B. Giannakis

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Canonical Correlation Analysis of Datasets With a Common Source Graph.

Jia Chen, Gang Wang, Yanning Shen, Georgios B. Giannakis

IEEE Trans. Signal Process., 2018

Exploiting Multi-Phase On-Chip Voltage Regulators as Strong PUF Primitives for Securing IoT.

Weize Yu, Yiming Wen, Selçuk Köse, Jia Chen

J. Electron. Test., 2018

PUF-AES-PUF: a novel PUF architecture against non-invasive attacks.

Weize Yu, Jia Chen

CoRR, 2018

Canonical Correlation Analysis with Common Graph Priors.

Jia Chen, Gang Wang, Yanning Shen, Georgios B. Giannakis

Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Dpca: Dimensionality Reduction for Discriminative Analytics of Multiple Large-Scale Datasets.

Gang Wang, Jia Chen, Georgios B. Giannakis

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Nonlinear Discriminative Dimensionality Reduction of Multiple Datasets.

Jia Chen, Gang Wang, Georgios B. Giannakis

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017

Data-driven sensors clustering and filtering for communication efficient field reconstruction.

Jia Chen, Akshay Malhotra, Ioannis D. Schizas

Signal Process., 2017

Distributed efficient multimodal data clustering.

Jia Chen, Ioannis D. Schizas

Proceedings of the 25th European Signal Processing Conference, 2017

2016

Online Distributed Sparsity-Aware Canonical Correlation Analysis.

Jia Chen, Ioannis D. Schizas

IEEE Trans. Signal Process., 2016

Distributed information-based clustering of heterogeneous sensor data.

Jia Chen, Ioannis D. Schizas

Signal Process., 2016

2015

Regularized canonical correlations for sensor data clustering.

Jia Chen, Ioannis D. Schizas

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Information-based clustering and filtering for field reconstruction.

Jia Chen, Akshay Malhotra, Ioannis D. Schizas

Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

2014

Adaptive regularized canonical correlations in clustering sensor data.

Jia Chen, Ioannis D. Schizas

Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

2013

Distributed sparse canonical correlation analysis in clustering sensor data.

Jia Chen, Ioannis D. Schizas

Proceedings of the 2013 Asilomar Conference on Signals, 2013