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Jia Chen 0002
Person information
- affiliation: University of California Riverside, CA, USA
- affiliation (2019 - 2021): University of Texas Rio Grande Valley, TX, USA
- affiliation (2017 - 2019): University of Minnesota, MN, USA
- affiliation (PhD 2016): University of Texas at Arlington, TX, USA
Other persons with the same name
- Jia Chen — disambiguation page
- Jia Chen 0001 — Carnegie Mellon University, Language Technology Institute, Pittsburgh, PA, USA (and 1 more)
- Jia Chen 0003
— Tsinghua University, Beijing, China - Jia Chen 0004
— Nanjing University of Aeronautics and Astronautics, Nanjing, Jiangsu, China - Jia Chen 0005
— Nanjing University of Posts and Telecommunications, Nanjing, China - Jia Chen 0006
— Shanghai University of Engineering Science, Shanghai, China - Jia Chen 0007
— China University of Petroleum (Beijing), Beijing, China - Jia Chen 0008
— Peking Union Medical College, Beijing, China - Jia Chen 0009
— he Second Ship Design and Research Institute of Wuhan, China - Jia Chen 0010
— Beijing Jiaotong University, Beijing, China
- Jia Chen 0011
— Grabtaxi Holdings Pte Ltd, Singapore - Jia Chen 0012
— Wuhan Textile University, Wuhan, China - Jia Chen 0013
— Xi'an Shiyou University, Xi'an, Shaanxi, China - Jia Chen 0014
— Department of English Language and Culture, Guangdong University of Foreign Studies (South China Business College), China - Jia Chen 0015
— Technische Universität München, München, Germany - Jia Chen 0016
— Maps, Didi Chuxing Technology Co. Ltd., Beijing, China - Jia Chen 0017
— Liaoning University, Shenyang, Liaoning, China - Jia Chen 0018
— Beihang University, Beijing, China - Jia Chen 0019
— Institute of Transportation Engineering, Tsinghua University, Beijing, China - Jia Chen 0020
— Wuhan University, Wuhan, China - Jia Chen 0021
— Qsimulate, Boston, MA, USA - Jia Chen 0022
— Toyama University, Toyama, Japan - Jia Chen 0023
— National University of Defense Technology, Hefei, China - Jia Chen 0024
— School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, China - Jia Chen 0025
— Wuhan University of Science and Technology, Wuhan, Hubei, China - Jia Chen 0026
— Central China Normal University, Wuhan, China - Jia Chen 0027
— East China Jiaotong University, Nanchang, China - Jia Chen 0028
— First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China - Jia Chen 0029
— Hubei University of Technology, Wuhan, China - Jia Chen 0030
— Peking University, Beijing, China - Jia Chen 0031
— Nanjing University, Nanjing, Jiangsu, China - Jia Chen 0032
— Hong Kong University of Science and Technology, Hong Kong, SAR, China - Jia Chen 0033
— State Grid Xinjiang Electric Power Co., Ltd., China - Jia Chen 0034
— Incheon National University, Incheon, Korea - Jia Chen 0035
— Guangdong Pharmaceutical University, Guangzhou, Guangdong, China - Jia Chen 0036
— Xiamen University, Xiamen, China - Jia Chen 0037
— China Mobile, Beijing, China - Jia Chen 0038
— Tsinghua University, Beijing, China - Jia Chen 0039
— Research Institute of China Mobile Communications Corporation, Beijing, China
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2020 – today
- 2026
[j8]Jarvis Haupt
, Qin Lu
, Yanning Shen
, Jia Chen, Yue Dong
, Dan McCreary, Mehmet Akçakaya
, Georgios B. Giannakis
:
Deploying AI for Signal Processing Education: Selected challenges and intriguing opportunities [Special Issue on Artificial Intelligence for Education: A Signal Processing Perspective]. IEEE Signal Process. Mag. 43(1): 32-46 (2026)
[c19]Chansong Lim
, Haz Sameen Shahgir
, Yue Dong
, Jia Chen
, Evangelos E. Papalexakis
:
A Real-Time System to Populate FRA Form 57 from News. WSDM 2026: 1323-1326
[c18]Paimon Goulart
, Jordan Steinhauser
, Kylene Shuler
, Edward Korzus
, Jia Chen
, Evangelos E. Papalexakis
:
Preliminary Use of Vision Language Model Driven Extraction of Mouse Behavior Towards Understanding Fear Expression. WSDM 2026: 1378-1379
[i20]Dawon Ahn, Het Patel, Aemal Khattak, Jia Chen, Evangelos E. Papalexakis:
Extracting and Analyzing Rail Crossing Behavior Signatures from Videos using Tensor Methods. CoRR abs/2602.16057 (2026)
[i19]Paimon Goulart, Jordan Steinhauser, Dawon Ahn, Kylene Shuler, Edward Korzus, Jia Chen, Evangelos E. Papalexakis:
Transforming Behavioral Neuroscience Discovery with In-Context Learning and AI-Enhanced Tensor Methods. CoRR abs/2602.17027 (2026)- 2025
[c17]Haz Sameen Shahgir, Chansong Lim, Jia Chen, Evangelos E. Papalexakis, Yue Dong:
ExpertGenQA: Open-ended QA generation in Specialized Domains. EMNLP (Findings) 2025: 2934-2955
[c16]Yiran Luo, Het Patel, Yu Fu, Dawon Ahn, Jia Chen, Yue Dong, Evangelos E. Papalexakis:
TRAWL: Tensor Reduced and Approximated Weights for Large Language Models. PAKDD (7) 2025: 402-413
[i18]Tiejin Chen, Xiaoou Liu, Longchao Da, Jia Chen, Vagelis Papalexakis, Hua Wei:
Uncertainty Quantification of Large Language Models through Multi-Dimensional Responses. CoRR abs/2502.16820 (2025)
[i17]Haz Sameen Shahgir, Chansong Lim, Jia Chen, Evangelos E. Papalexakis, Yue Dong:
ExpertGenQA: Open-ended QA generation in Specialized Domains. CoRR abs/2503.02948 (2025)
[i16]Jarvis Haupt, Qin Lu, Yanning Shen, Jia Chen, Yue Dong, Dan McCreary, Mehmet Akçakaya, Georgios B. Giannakis:
Deploying AI for Signal Processing education: Selected challenges and intriguing opportunities. CoRR abs/2509.08950 (2025)
[i15]Het Patel, Muzammil Allie, Qian Zhang, Jia Chen, Evangelos E. Papalexakis:
Robust Vision-Language Models via Tensor Decomposition: A Defense Against Adversarial Attacks. CoRR abs/2509.16163 (2025)
[i14]Paimon Goulart, Jordan Steinhauser, Kylene Shuler, Edward Korzus, Jia Chen, Evangelos E. Papalexakis:
Preliminary Use of Vision Language Model Driven Extraction of Mouse Behavior Towards Understanding Fear Expression. CoRR abs/2510.19160 (2025)
[i13]Mario Camarena, Het Patel, Fatemeh Nazari
, Evangelos E. Papalexakis, Mohamadhossein Noruzoliaee
, Jia Chen:
AD-SAM: Fine-Tuning the Segment Anything Vision Foundation Model for Autonomous Driving Perception. CoRR abs/2510.27047 (2025)
[i12]Chansong Lim, Haz Sameen Shahgir, Yue Dong, Jia Chen, Evangelos E. Papalexakis:
A Real-Time System to Populate FRA Form 57 from News. CoRR abs/2512.22457 (2025)- 2024
[c15]Jia Chen, Evangelos E. Papalexakis:
Project or Factorize? A Case Study of Multiview CCA and PARAFAC2 Tensor Factorization. IEEECONF 2024: 1730-1734
[c14]Shaan Pakala, Bryce Graw, Dawon Ahn, Tam Dinh, Mehnaz Tabassum Mahin, Vassilis J. Tsotras, Jia Chen, Evangelos E. Papalexakis:
Automating Data Science Pipelines with Tensor Completion. IEEE Big Data 2024: 1075-1084
[c13]G. M. Shahariar, Jia Chen, Jiachen Li, Yue Dong:
Adversarial Attacks on Parts of Speech: An Empirical Study in Text-to-Image Generation. EMNLP (Findings) 2024: 12874-12890
[i11]Yu Fu, Wen Xiao, Jia Chen, Jiachen Li, Evangelos E. Papalexakis, Aichi Chien, Yue Dong:
Cross-Task Defense: Instruction-Tuning LLMs for Content Safety. CoRR abs/2405.15202 (2024)
[i10]Yiran Luo, Het Patel, Yu Fu, Dawon Ahn, Jia Chen, Yue Dong, Evangelos E. Papalexakis:
TRAWL: Tensor Reduced and Approximated Weights for Large Language Models. CoRR abs/2406.17261 (2024)
[i9]G. M. Shahariar, Jia Chen, Jiachen Li, Yue Dong:
Adversarial Attacks on Parts of Speech: An Empirical Study in Text-to-Image Generation. CoRR abs/2409.15381 (2024)
[i8]Shaan Pakala, Bryce Graw, Dawon Ahn, Tam Dinh, Mehnaz Tabassum Mahin, Vassilis J. Tsotras, Jia Chen, Evangelos E. Papalexakis:
Automating Data Science Pipelines with Tensor Completion. CoRR abs/2410.06408 (2024)- 2023
[i7]Rutuja Gurav, Het Patel, Zhuocheng Shang, Ahmed Eldawy, Jia Chen, Elia Scudiero, Evangelos E. Papalexakis:
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. CoRR abs/2311.15138 (2023)
[i6]Biqian Cheng, Evangelos E. Papalexakis, Jia Chen:
Towards Aligned Canonical Correlation Analysis: Preliminary Formulation and Proof-of-Concept Results. CoRR abs/2312.00296 (2023)- 2022
[c12]Derek Xu, William Shiao, Jia Chen, Evangelos E. Papalexakis:
SV-Learn: Learning Matrix Singular Values with Neural Networks. ICDM (Workshops) 2022: 232-237
[c11]Yunshu Wu, Uday Singh Saini, Jia Chen, Evangelos E. Papalexakis:
TENALIGN: Joint Tensor Alignment and Coupled Factorization. ICDM 2022: 568-577- 2020
[c10]Jia Chen, Evangelos E. Papalexakis:
Ensemble Node Embeddings using Tensor Decomposition: A Case-Study on DeepWalk. ICDM (Workshops) 2020: 561-563
[i5]Jia Chen, Evangelos E. Papalexakis:
Ensemble Node Embeddings using Tensor Decomposition: A Case-Study on DeepWalk. CoRR abs/2008.07672 (2020)
2010 – 2019
- 2019
[j7]Jia Chen, Gang Wang
, Georgios B. Giannakis
:
Nonlinear Dimensionality Reduction for Discriminative Analytics of Multiple Datasets. IEEE Trans. Signal Process. 67(3): 740-752 (2019)
[j6]Jia Chen, Gang Wang
, Georgios B. Giannakis
:
Graph Multiview Canonical Correlation Analysis. IEEE Trans. Signal Process. 67(11): 2826-2838 (2019)
[c9]Jia Chen, Gang Wang, Georgios B. Giannakis
:
Multiview Canonical Correlation Analysis over Graphs. ICASSP 2019: 2947-2951- 2018
[j5]Weize Yu
, Yiming Wen, Selçuk Köse
, Jia Chen:
Exploiting Multi-Phase On-Chip Voltage Regulators as Strong PUF Primitives for Securing IoT. J. Electron. Test. 34(5): 587-598 (2018)
[j4]Jia Chen, Gang Wang
, Yanning Shen
, Georgios B. Giannakis
:
Canonical Correlation Analysis of Datasets With a Common Source Graph. IEEE Trans. Signal Process. 66(16): 4398-4408 (2018)
[c8]Jia Chen, Gang Wang
, Georgios B. Giannakis
:
Nonlinear Discriminative Dimensionality Reduction of Multiple Datasets. ACSSC 2018: 1993-1997
[c7]Gang Wang
, Jia Chen, Georgios B. Giannakis
:
Dpca: Dimensionality Reduction for Discriminative Analytics of Multiple Large-Scale Datasets. ICASSP 2018: 2211-2215
[c6]Jia Chen, Gang Wang
, Yanning Shen
, Georgios B. Giannakis
:
Canonical Correlation Analysis with Common Graph Priors. SSP 2018: 488-492
[i4]Jia Chen, Gang Wang, Yanning Shen, Georgios B. Giannakis:
Canonical Correlation Analysis of Datasets with a Common Source Graph. CoRR abs/1803.10309 (2018)
[i3]Weize Yu, Jia Chen:
PUF-AES-PUF: a novel PUF architecture against non-invasive attacks. CoRR abs/1810.07250 (2018)
[i2]Jia Chen, Gang Wang, Georgios B. Giannakis:
Graph Multiview Canonical Correlation Analysis. CoRR abs/1811.12345 (2018)- 2017
[j3]Jia Chen, Akshay Malhotra
, Ioannis D. Schizas:
Data-driven sensors clustering and filtering for communication efficient field reconstruction. Signal Process. 133: 156-168 (2017)
[c5]Jia Chen, Ioannis D. Schizas:
Distributed efficient multimodal data clustering. EUSIPCO 2017: 2304-2308
[i1]Gang Wang, Jia Chen, Georgios B. Giannakis:
DPCA: Dimensionality Reduction for Discriminative Analytics of Multiple Large-Scale Datasets. CoRR abs/1710.09429 (2017)- 2016
[j2]Jia Chen, Ioannis D. Schizas:
Distributed information-based clustering of heterogeneous sensor data. Signal Process. 126: 35-51 (2016)
[j1]Jia Chen, Ioannis D. Schizas:
Online Distributed Sparsity-Aware Canonical Correlation Analysis. IEEE Trans. Signal Process. 64(3): 688-703 (2016)- 2015
[c4]Jia Chen, Akshay Malhotra
, Ioannis D. Schizas:
Information-based clustering and filtering for field reconstruction. ACSSC 2015: 576-580
[c3]Jia Chen, Ioannis D. Schizas:
Regularized canonical correlations for sensor data clustering. ICASSP 2015: 3601-3605- 2014
[c2]Jia Chen, Ioannis D. Schizas:
Adaptive regularized canonical correlations in clustering sensor data. ACSSC 2014: 1611-1615- 2013
[c1]Jia Chen, Ioannis D. Schizas:
Distributed sparse canonical correlation analysis in clustering sensor data. ACSSC 2013: 639-643
Coauthor Index
aka: Vagelis Papalexakis

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last updated on 2026-04-03 00:44 CEST by the dblp team
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