Jia Chen - RankMe

47 papers A* 1A 2B 1Misc 7Journal 28Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	A	`conf`	A Real-Time System to Populate FRA Form 57 from News. WSDM Chansong Lim, Haz Sameen Shahgir, Yue Dong, Jia Chen, Evangelos E. Papalexakis
2026	J	`jnl`	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. Jarvis Haupt, Qin Lu, Yanning Shen, Jia Chen, Yue Dong, Dan McCreary, Mehmet Akçakaya, Georgios B. Giannakis
2026	J	`jnl`	Extracting and Analyzing Rail Crossing Behavior Signatures from Videos using Tensor Methods. CoRR Dawon Ahn, Het Patel, Aemal Khattak, Jia Chen, Evangelos E. Papalexakis
2026	A	`conf`	Preliminary Use of Vision Language Model Driven Extraction of Mouse Behavior Towards Understanding Fear Expression. WSDM Paimon Goulart, Jordan Steinhauser, Kylene Shuler, Edward Korzus, Jia Chen, Evangelos E. Papalexakis
2026	J	`jnl`	Transforming Behavioral Neuroscience Discovery with In-Context Learning and AI-Enhanced Tensor Methods. CoRR Paimon Goulart, Jordan Steinhauser, Dawon Ahn, Kylene Shuler, Edward Korzus, Jia Chen, Evangelos E. Papalexakis
2025	J	`jnl`	A Real-Time System to Populate FRA Form 57 from News. CoRR Chansong Lim, Haz Sameen Shahgir, Yue Dong, Jia Chen, Evangelos E. Papalexakis
2025	J	`jnl`	AD-SAM: Fine-Tuning the Segment Anything Vision Foundation Model for Autonomous Driving Perception. CoRR Mario Camarena, Het Patel, Fatemeh Nazari, Evangelos E. Papalexakis, Mohamadhossein Noruzoliaee, Jia Chen
2025	J	`jnl`	Deploying AI for Signal Processing education: Selected challenges and intriguing opportunities. CoRR Jarvis Haupt, Qin Lu, Yanning Shen, Jia Chen, Yue Dong, Dan McCreary, Mehmet Akçakaya, Georgios B. Giannakis
2025	—	`conf`	ExpertGenQA: Open-ended QA generation in Specialized Domains. EMNLP (Findings) Haz Sameen Shahgir, Chansong Lim, Jia Chen, Evangelos E. Papalexakis, Yue Dong
2025	J	`jnl`	ExpertGenQA: Open-ended QA generation in Specialized Domains. CoRR Haz Sameen Shahgir, Chansong Lim, Jia Chen, Evangelos E. Papalexakis, Yue Dong
2025	J	`jnl`	Preliminary Use of Vision Language Model Driven Extraction of Mouse Behavior Towards Understanding Fear Expression. CoRR Paimon Goulart, Jordan Steinhauser, Kylene Shuler, Edward Korzus, Jia Chen, Evangelos E. Papalexakis
2025	J	`jnl`	Robust Vision-Language Models via Tensor Decomposition: A Defense Against Adversarial Attacks. CoRR Het Patel, Muzammil Allie, Qian Zhang, Jia Chen, Evangelos E. Papalexakis
2025	—	`conf`	TRAWL: Tensor Reduced and Approximated Weights for Large Language Models. PAKDD (7) Yiran Luo, Het Patel, Yu Fu, Dawon Ahn, Jia Chen, Yue Dong, Evangelos E. Papalexakis
2025	J	`jnl`	Uncertainty Quantification of Large Language Models through Multi-Dimensional Responses. CoRR Tiejin Chen, Xiaoou Liu, Longchao Da, Jia Chen, Vagelis Papalexakis, Hua Wei
2024	—	`conf`	Adversarial Attacks on Parts of Speech: An Empirical Study in Text-to-Image Generation. EMNLP (Findings) G. M. Shahariar, Jia Chen, Jiachen Li, Yue Dong
2024	J	`jnl`	Adversarial Attacks on Parts of Speech: An Empirical Study in Text-to-Image Generation. CoRR G. M. Shahariar, Jia Chen, Jiachen Li, Yue Dong
2024	B	`conf`	Automating Data Science Pipelines with Tensor Completion. IEEE Big Data Shaan Pakala, Bryce Graw, Dawon Ahn, Tam Dinh, Mehnaz Tabassum Mahin, Vassilis J. Tsotras, Jia Chen, Evangelos E. Papalexakis
2024	J	`jnl`	Automating Data Science Pipelines with Tensor Completion. CoRR Shaan Pakala, Bryce Graw, Dawon Ahn, Tam Dinh, Mehnaz Tabassum Mahin, Vassilis J. Tsotras, Jia Chen, Evangelos E. Papalexakis
2024	J	`jnl`	Cross-Task Defense: Instruction-Tuning LLMs for Content Safety. CoRR Yu Fu, Wen Xiao, Jia Chen, Jiachen Li, Evangelos E. Papalexakis, Aichi Chien, Yue Dong
2024	—	`conf`	Project or Factorize? A Case Study of Multiview CCA and PARAFAC2 Tensor Factorization. IEEECONF Jia Chen, Evangelos E. Papalexakis
2024	J	`jnl`	TRAWL: Tensor Reduced and Approximated Weights for Large Language Models. CoRR Yiran Luo, Het Patel, Yu Fu, Dawon Ahn, Jia Chen, Yue Dong, Evangelos E. Papalexakis
2023	J	`jnl`	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 Rutuja Gurav, Het Patel, Zhuocheng Shang, Ahmed Eldawy, Jia Chen, Elia Scudiero, Evangelos E. Papalexakis
2023	J	`jnl`	Towards Aligned Canonical Correlation Analysis: Preliminary Formulation and Proof-of-Concept Results. CoRR Biqian Cheng, Evangelos E. Papalexakis, Jia Chen
2022	—	`conf`	SV-Learn: Learning Matrix Singular Values with Neural Networks. ICDM (Workshops) Derek Xu, William Shiao, Jia Chen, Evangelos E. Papalexakis
2022	A*	`conf`	TENALIGN: Joint Tensor Alignment and Coupled Factorization. ICDM Yunshu Wu, Uday Singh Saini, Jia Chen, Evangelos E. Papalexakis
2020	—	`conf`	Ensemble Node Embeddings using Tensor Decomposition: A Case-Study on DeepWalk. ICDM (Workshops) Jia Chen, Evangelos E. Papalexakis
2020	J	`jnl`	Ensemble Node Embeddings using Tensor Decomposition: A Case-Study on DeepWalk. CoRR Jia Chen, Evangelos E. Papalexakis
2019	J	`jnl`	Graph Multiview Canonical Correlation Analysis. IEEE Trans. Signal Process. Jia Chen, Gang Wang, Georgios B. Giannakis
2019	Misc	`conf`	Multiview Canonical Correlation Analysis over Graphs. ICASSP Jia Chen, Gang Wang, Georgios B. Giannakis
2019	J	`jnl`	Nonlinear Dimensionality Reduction for Discriminative Analytics of Multiple Datasets. IEEE Trans. Signal Process. Jia Chen, Gang Wang, Georgios B. Giannakis
2018	J	`jnl`	Canonical Correlation Analysis of Datasets With a Common Source Graph. IEEE Trans. Signal Process. Jia Chen, Gang Wang, Yanning Shen, Georgios B. Giannakis
2018	J	`jnl`	Canonical Correlation Analysis of Datasets with a Common Source Graph. CoRR Jia Chen, Gang Wang, Yanning Shen, Georgios B. Giannakis
2018	—	`conf`	Canonical Correlation Analysis with Common Graph Priors. SSP Jia Chen, Gang Wang, Yanning Shen, Georgios B. Giannakis
2018	Misc	`conf`	Dpca: Dimensionality Reduction for Discriminative Analytics of Multiple Large-Scale Datasets. ICASSP Gang Wang, Jia Chen, Georgios B. Giannakis
2018	J	`jnl`	Exploiting Multi-Phase On-Chip Voltage Regulators as Strong PUF Primitives for Securing IoT. J. Electron. Test. Weize Yu, Yiming Wen, Selçuk Köse, Jia Chen
2018	J	`jnl`	Graph Multiview Canonical Correlation Analysis. CoRR Jia Chen, Gang Wang, Georgios B. Giannakis
2018	Misc	`conf`	Nonlinear Discriminative Dimensionality Reduction of Multiple Datasets. ACSSC Jia Chen, Gang Wang, Georgios B. Giannakis
2018	J	`jnl`	PUF-AES-PUF: a novel PUF architecture against non-invasive attacks. CoRR Weize Yu, Jia Chen
2017	J	`jnl`	DPCA: Dimensionality Reduction for Discriminative Analytics of Multiple Large-Scale Datasets. CoRR Gang Wang, Jia Chen, Georgios B. Giannakis
2017	J	`jnl`	Data-driven sensors clustering and filtering for communication efficient field reconstruction. Signal Process. Jia Chen, Akshay Malhotra, Ioannis D. Schizas
2017	—	`conf`	Distributed efficient multimodal data clustering. EUSIPCO Jia Chen, Ioannis D. Schizas
2016	J	`jnl`	Distributed information-based clustering of heterogeneous sensor data. Signal Process. Jia Chen, Ioannis D. Schizas
2016	J	`jnl`	Online Distributed Sparsity-Aware Canonical Correlation Analysis. IEEE Trans. Signal Process. Jia Chen, Ioannis D. Schizas
2015	Misc	`conf`	Information-based clustering and filtering for field reconstruction. ACSSC Jia Chen, Akshay Malhotra, Ioannis D. Schizas
2015	Misc	`conf`	Regularized canonical correlations for sensor data clustering. ICASSP Jia Chen, Ioannis D. Schizas
2014	Misc	`conf`	Adaptive regularized canonical correlations in clustering sensor data. ACSSC Jia Chen, Ioannis D. Schizas
2013	Misc	`conf`	Distributed sparse canonical correlation analysis in clustering sensor data. ACSSC Jia Chen, Ioannis D. Schizas