Jia Li - RankMe

122 papers A* 19A 1B 10Misc 2Journal 64Unranked 23

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Do Machines Think Emotionally? Cognitive Appraisal Analysis of Large Language Models. CoRR Sree Bhattacharyya, Lucas Craig, Tharun Dilliraj, Jia Li, James Z. Wang
2024	J	`jnl`	A Machine Learning Paradigm for Studying Pictorial Realism: How Accurate are Constable's Clouds? IEEE Trans. Pattern Anal. Mach. Intell. Zhuomin Zhang, Elizabeth C. Mansfield, Jia Li, John Russell, George S. Young, Catherine Adams, Kevin A. Bowley, James Z. Wang
2024	J	`jnl`	GeM-LR: Discovering predictive biomarkers for small datasets in vaccine studies. PLoS Comput. Biol. Lin Lin, Rachel L. Spreng, Kelly E. Seaton, S. Moses Dennison, Lindsay C. Dahora, Daniel J. Schuster, Sheetal Sawant, Peter B. Gilbert, Youyi Fong, Neville Kisalu, Andrew J. Pollard, Georgia D. Tomaras, Jia Li
2024	A*	`conf`	Learning Performance Maximizing Ensembles with Explainability Guarantees. AAAI Vincent Pisztora, Jia Li
2023	J	`jnl`	Learning Performance Maximizing Ensembles with Explainability Guarantees. CoRR Vincent Pisztora, Jia Li
2023	J	`jnl`	Multi-view clustering by CPS-merge analysis with application to multimodal single-cell data. PLoS Comput. Biol. Lixiang Zhang, Lin Lin, Jia Li
2022	J	`jnl`	A Machine Learning Paradigm for Studying Pictorial Realism: Are Constable's Clouds More Real than His Contemporaries? CoRR Zhuomin Zhang, Elizabeth C. Mansfield, Jia Li, John Russell, George S. Young, Catherine Adams, James Z. Wang
2022	J	`jnl`	Block-Wise Variable Selection for Clustering Via Latent States of Mixture Models. J. Comput. Graph. Stat. Beomseok Seo, Lin Lin, Jia Li
2021	J	`jnl`	Epsilon Consistent Mixup: An Adaptive Consistency-Interpolation Tradeoff. CoRR Vincent Pisztora, Yanglan Ou, Xiaolei Huang, Francesca Chiaromonte, Jia Li
2021	J	`jnl`	Optimal Transport With Relaxed Marginal Constraints. IEEE Access Jia Li, Lin Lin
2020	J	`jnl`	ARBEE: Towards Automated Recognition of Bodily Expression of Emotion in the Wild. Int. J. Comput. Vis. Yu Luo, Jianbo Ye, Reginald B. Adams Jr., Jia Li, Michelle G. Newman, James Z. Wang
2020	J	`jnl`	Aggregated Wasserstein Distance and State Registration for Hidden Markov Models. IEEE Trans. Pattern Anal. Mach. Intell. Yukun Chen, Jianbo Ye, Jia Li
2020	J	`jnl`	CPS analysis: self-contained validation of biomedical data clustering. Bioinform. Lixiang Zhang, Lin Lin, Jia Li
2020	J	`jnl`	SCOTT: Shape-Location Combined Tracking with Optimal Transport. SIAM J. Math. Data Sci. Xinye Zheng, Jianbo Ye, James Z. Wang, Jia Li
2020	J	`jnl`	Semi-Supervised Cervical Dysplasia Classification With Learnable Graph Convolutional Network. CoRR Yanglan Ou, Yuan Xue, Ye Yuan, Tao Xu, Vincent Pisztora, Jia Li, Xiaolei Huang
2020	—	`conf`	Semi-Supervised Cervical Dysplasia Classification with Learnable Graph Convolutional Network. ISBI Yanglan Ou, Yuan Xue, Ye Yuan, Tao Xu, Vincent Pisztora, Jia Li, Xiaolei Huang
2019	J	`jnl`	Detecting Comma-Shaped Clouds for Severe Weather Forecasting Using Shape and Motion. IEEE Trans. Geosci. Remote. Sens. Xinye Zheng, Jianbo Ye, Yukun Chen, Stephen Wistar, Jia Li, José Antonio Piedra-Fernández, Michael A. Steinberg, James Z. Wang
2019	J	`jnl`	Optimal transport, mean partition, and uncertainty assessment in cluster analysis. Stat. Anal. Data Min. Jia Li, Beomseok Seo, Lin Lin
2019	J	`jnl`	Probabilistic Multigraph Modeling for Improving the Quality of Crowdsourced Affective Data. IEEE Trans. Affect. Comput. Jianbo Ye, Jia Li, Michelle G. Newman, Reginald B. Adams Jr., James Z. Wang
2018	J	`jnl`	ARBEE: Towards Automated Recognition of Bodily Expression of Emotion In the Wild. CoRR Yu Luo, Jianbo Ye, Reginald B. Adams Jr., Jia Li, Michelle G. Newman, James Z. Wang
2018	J	`jnl`	Advancing science and technology with big data analytics. Stat. Anal. Data Min. Jia Li
2018	J	`jnl`	Detecting Comma-shaped Clouds for Severe Weather Forecasting using Shape and Motion. CoRR Xinye Zheng, Jianbo Ye, Yukun Chen, Stephen Wistar, Jia Li, Jose A. Piedra-Fernández, Michael A. Steinberg, James Z. Wang
2017	A*	`conf`	A Simulated Annealing Based Inexact Oracle for Wasserstein Loss Minimization. ICML Jianbo Ye, James Ze Wang, Jia Li
2017	J	`jnl`	Aggregated Wasserstein Metric and State Registration for Hidden Markov Models. CoRR Yukun Chen, Jianbo Ye, Jia Li
2017	B	`conf`	An investigation into three visual characteristics of complex scenes that evoke human emotion. ACII Xin Lu, Reginald B. Adams Jr., Jia Li, Michelle G. Newman, James Z. Wang
2017	A*	`conf`	Beyond Saliency: Assessing Visual Balance with High-level Cues. ACM Multimedia (Thematic Workshops) Baris Kandemir, Zihan Zhou, Jia Li, James Z. Wang
2017	J	`jnl`	Clustering with Hidden Markov Model on Variable Blocks. J. Mach. Learn. Res. Lin Lin, Jia Li
2017	—	`conf`	Determining Gains Acquired from Word Embedding Quantitatively Using Discrete Distribution Clustering. ACL (1) Jianbo Ye, Yanran Li, Zhaohui Wu, James Z. Wang, Wenjie Li, Jia Li
2017	J	`jnl`	Fast Discrete Distribution Clustering Using Wasserstein Barycenter With Sparse Support. IEEE Trans. Signal Process. Jianbo Ye, Panruo Wu, James Z. Wang, Jia Li
2017	J	`jnl`	Learning from Noisy Labels with Distillation. CoRR Yuncheng Li, Jianchao Yang, Yale Song, Liangliang Cao, Jiebo Luo, Jia Li
2017	J	`jnl`	Probabilistic Multigraph Modeling for Improving the Quality of Crowdsourced Affective Data. CoRR Jianbo Ye, Jia Li, Michelle G. Newman, Reginald B. Adams Jr., James Z. Wang
2017	J	`jnl`	Severe Thunderstorm Detection by Visual Learning Using Satellite Images. IEEE Trans. Geosci. Remote. Sens. Yu Zhang, Stephen Wistar, Jia Li, Michael A. Steinberg, James Z. Wang
2016	—	`conf`	A Distance for HMMs Based on Aggregated Wasserstein Metric and State Registration. ECCV (6) Yukun Chen, Jianbo Ye, Jia Li
2016	J	`jnl`	A Distance for HMMs based on Aggregated Wasserstein Metric and State Registration. CoRR Yukun Chen, Jianbo Ye, Jia Li
2016	J	`jnl`	Distance-based mixture modeling for classification via hypothetical local mapping. Stat. Anal. Data Min. Mu Qiao, Jia Li
2016	—	`conf`	Identifying Emotions Aroused from Paintings. ECCV Workshops (1) Xin Lu, Neela Sawant, Michelle G. Newman, Reginald B. Adams Jr., James Z. Wang, Jia Li
2016	J	`jnl`	Modeling Photographic Composition via Triangles. CoRR Zihan Zhou, Siqiong He, Jia Li, James Ze Wang
2016	J	`jnl`	Storm Detection by Visual Learning Using Satellite Images. CoRR Yu Zhang, Stephen Wistar, Jia Li, Michael A. Steinberg, James Z. Wang
2015	J	`jnl`	Accelerated Discrete Distribution Clustering under Wasserstein Distance. CoRR Jianbo Ye, Panruo Wu, James Z. Wang, Jia Li
2015	J	`jnl`	Gaussian Mixture Models with Component Means Constrained in Pre-selected Subspaces. CoRR Mu Qiao, Jia Li
2015	A*	`conf`	Modeling Perspective Effects in Photographic Composition. ACM Multimedia Zihan Zhou, Siqiong He, Jia Li, James Ze Wang
2015	J	`jnl`	Parallel Massive Clustering of Discrete Distributions. ACM Trans. Multim. Comput. Commun. Appl. Yu Zhang, James Z. Wang, Jia Li
2015	—	`ch.`	Photo Composition Feedback and Enhancement - Exploiting Spatial Design Categories and the Notan Dark-Light Principle. Mobile Cloud Visual Media Computing Jia Li, Lei Yao, James Ze Wang
2014	—	`conf`	Locating visual storm signatures from satellite images. IEEE BigData Yu Zhang, Stephen Wistar, Jose A. Piedra-Fernández, Jia Li, Michael A. Steinberg, James Z. Wang
2014	B	`conf`	Scaling up discrete distribution clustering using ADMM. ICIP Jianbo Ye, Jia Li
2013	J	`jnl`	Enhancing Training Collections for Image Annotation: An Instance-Weighted Mixture Modeling Approach. IEEE Trans. Image Process. Neela Sawant, James Ze Wang, Jia Li
2013	J	`jnl`	Parallel D2-Clustering: Large-Scale Clustering of Discrete Distributions CoRR Yu Zhang, James Z. Wang, Jia Li
2012	—	`conf`	A Work-Centered Visual Analytics Model to Support Engineering Design with Interactive Visualization and Data-Mining. HICSS Xin Yan, Mu Qiao, Jia Li, Timothy W. Simpson, Gary Stump, Xiaolong (Luke) Zhang
2012	J	`jnl`	OSCAR: On-Site Composition and Aesthetics Feedback Through Exemplars for Photographers. Int. J. Comput. Vis. Lei Yao, Poonam Suryanarayan, Mu Qiao, James Z. Wang, Jia Li
2012	A*	`conf`	On shape and the computability of emotions. ACM Multimedia Xin Lu, Poonam Suryanarayan, Reginald B. Adams Jr., Jia Li, Michelle G. Newman, James Z. Wang
2012	J	`jnl`	Rhythmic Brushstrokes Distinguish van Gogh from His Contemporaries: Findings via Automated Brushstroke Extraction. IEEE Trans. Pattern Anal. Mach. Intell. Jia Li, Lei Yao, Ella Hendriks, James Z. Wang
2011	J	`jnl`	Aesthetics and Emotions in Images. IEEE Signal Process. Mag. Dhiraj Joshi, Ritendra Datta, Elena A. Fedorovskaya, Quang-Tuan Luong, James Ze Wang, Jia Li, Jiebo Luo
2011	J	`jnl`	Agglomerative connectivity constrained clustering for image segmentation. Stat. Anal. Data Min. Jia Li
2011	J	`jnl`	Automatic image semantic interpretation using social action and tagging data. Multim. Tools Appl. Neela Sawant, Jia Li, James Ze Wang
2010	J	`jnl`	Large-scale image and video search: Challenges, technologies, and trends. J. Vis. Commun. Image Represent. Meng Wang, Nicu Sebe, Tao Mei, Jia Li, Kiyoharu Aizawa
2010	—	`conf`	Quest for relevant tags using local interaction networks and visual content. Multimedia Information Retrieval Neela Sawant, Ritendra Datta, Jia Li, James Ze Wang
2010	J	`jnl`	Two-way Gaussian mixture models for high dimensional classification. Stat. Anal. Data Min. Mu Qiao, Jia Li
2009	B	`conf`	Characterizing elegance of curves computationally for distinguishing Morrisseau paintings and the imitations. ICIP Lei Yao, Jia Li, James Ze Wang
2009	J	`jnl`	Exploiting the human-machine gap in image recognition for designing CAPTCHAs. IEEE Trans. Inf. Forensics Secur. Ritendra Datta, Jia Li, James Ze Wang
2008	B	`conf`	Algorithmic inferencing of aesthetics and emotion in natural images: An exposition. ICIP Ritendra Datta, Jia Li, James Ze Wang
2008	A	`conf`	Collaboration over time: characterizing and modeling network evolution. WSDM Jian Huang, Ziming Zhuang, Jia Li, C. Lee Giles
2008	J	`jnl`	Image processing for artist identification. IEEE Signal Process. Mag. C. Richard Johnson Jr., Ella Hendriks, Igor J. Berezhnoy, Eugene Brevdo, Shannon M. Hughes, Ingrid Daubechies, Jia Li, Eric O. Postma, James Z. Wang
2008	J	`jnl`	Image retrieval: Ideas, influences, and trends of the new age. ACM Comput. Surv. Ritendra Datta, Dhiraj Joshi, Jia Li, James Ze Wang
2008	J	`jnl`	Real-Time Computerized Annotation of Pictures. IEEE Trans. Pattern Anal. Mach. Intell. Jia Li, James Ze Wang
2008	A*	`conf`	Real-time automatic tag recommendation. SIGIR Yang Song, Ziming Zhuang, Huajing Li, Qiankun Zhao, Jia Li, Wang-Chien Lee, C. Lee Giles
2007	—	`conf`	Efficient topic-based unsupervised name disambiguation. JCDL Yang Song, Jian Huang, Isaac G. Councill, Jia Li, C. Lee Giles
2007	—	`conf`	Extracting Author Meta-Data from Web Using Visual Features. ICDM Workshops Shuyi Zheng, Ding Zhou, Jia Li, C. Lee Giles
2007	A*	`conf`	Generative models for name disambiguation. WWW Yang Song, Jian Huang, Isaac G. Councill, Jia Li, C. Lee Giles
2007	A*	`conf`	Learning User Clicks in Web Search. IJCAI Ding Zhou, Levent Bolelli, Jia Li, C. Lee Giles, Hongyuan Zha
2007	A*	`conf`	Learning the consensus on visual quality for next-generation image management. ACM Multimedia Ritendra Datta, Jia Li, James Ze Wang
2007	—	`conf`	New challenges in multimedia research for the increasingly connected and fast growing digital society. Multimedia Information Retrieval Jia Li, Shih-Fu Chang, Michael Lesk, Rainer Lienhart, Jiebo Luo, Arnold W. M. Smeulders
2007	—	`ed.`	Proceedings of the 9th ACM SIGMM International Workshop on Multimedia Information Retrieval, MIR 2007, Augsburg, Bavaria, Germany, September 24-29, 2007 Multimedia Information Retrieval James Ze Wang, Nozha Boujemaa, Alberto Del Bimbo, Jia Li
2007	A*	`conf`	Tagging over time: real-world image annotation by lightweight meta-learning. ACM Multimedia Ritendra Datta, Dhiraj Joshi, Jia Li, James Ze Wang
2007	J	`jnl`	Toward Bridging the Annotation-Retrieval Gap in Image Search. IEEE Multim. Ritendra Datta, Weina Ge, Jia Li, James Ze Wang
2006	J	`jnl`	A Computationally Efficient Approach to the Estimation of Two- and Three-Dimensional Hidden Markov Models. IEEE Trans. Image Process. Dhiraj Joshi, Jia Li, James Ze Wang
2006	J	`jnl`	Machine annotation and retrieval for digital imagery of historical materials. Int. J. Digit. Libr. James Ze Wang, Kurt Grieb, Ya Zhang, Ching-Chih Chen, Yixin Chen, Jia Li
2006	A*	`conf`	PARAgrab: A Comprehensive Architecture for Web Image Management and Multimodal Querying. VLDB Dhiraj Joshi, Ritendra Datta, Ziming Zhuang, W. P. Weiss, Marc Friedenberg, Jia Li, James Ze Wang
2006	A*	`conf`	Probabilistic models for discovering e-communities. WWW Ding Zhou, Eren Manavoglu, Jia Li, C. Lee Giles, Hongyuan Zha
2006	A*	`conf`	Real-time computerized annotation of pictures. ACM Multimedia Jia Li, James Ze Wang
2006	—	`conf`	Studying Aesthetics in Photographic Images Using a Computational Approach. ECCV (3) Ritendra Datta, Dhiraj Joshi, Jia Li, James Ze Wang
2006	J	`jnl`	The Story Picturing Engine - a system for automatic text illustration. ACM Trans. Multim. Comput. Commun. Appl. Dhiraj Joshi, James Ze Wang, Jia Li
2006	A*	`conf`	Toward bridging the annotation-retrieval gap in image search by a generative modeling approach. ACM Multimedia Ritendra Datta, Weina Ge, Jia Li, James Ze Wang
2006	J	`jnl`	Two-way Poisson mixture models for simultaneous document classification and word clustering. Comput. Stat. Data Anal. Jia Li, Hongyuan Zha
2005	—	`conf`	A mutual semantic endorsement approach to image retrieval and context provision. Multimedia Information Retrieval Jia Li
2005	A*	`conf`	A new Mallows distance based metric for comparing clusterings. ICML Ding Zhou, Jia Li, Hongyuan Zha
2005	—	`conf`	ALIP: The Automatic Linguistic Indexing of Pictures System. CVPR (2) Jia Li, James Ze Wang
2005	—	`conf`	Content-based image retrieval: approaches and trends of the new age. Multimedia Information Retrieval Ritendra Datta, Jia Li, James Ze Wang
2005	A*	`conf`	IMAGINATION: a robust image-based CAPTCHA generation system. ACM Multimedia Ritendra Datta, Jia Li, James Ze Wang
2005	—	`conf`	Parameter estimation of multi-dimensional hidden Markov models - a scalable approach. ICIP (3) Dhiraj Joshi, Jia Li, James Ze Wang
2004	—	`book`	Machine Learning and Statistical Modeling Approaches to Image Retrieval Yixin Chen, Jia Li, James Ze Wang
2004	B	`conf`	Stochastic modeling of volume images with a 3-d hidden markov model. ICIP Jia Li, Dhiraj Joshi, James Ze Wang
2004	J	`jnl`	Studying digital imagery of ancient paintings by mixtures of stochastic models. IEEE Trans. Image Process. Jia Li, James Ze Wang
2004	—	`conf`	The story picturing engine: finding elite images to illustrate a story using mutual reinforcement. Multimedia Information Retrieval Dhiraj Joshi, James Ze Wang, Jia Li
2003	J	`jnl`	Automatic Linguistic Indexing of Pictures by a Statistical Modeling Approach. IEEE Trans. Pattern Anal. Mach. Intell. Jia Li, James Ze Wang
2003	—	`conf`	Evaluation strategies for automatic linguistic indexing of pictures. ICIP (3) James Ze Wang, Jia Li, Sui Ching Lin
2003	J	`jnl`	Significance of Interspecies Matches when Evolutionary Rate Varies. J. Comput. Biol. Jia Li, Webb Miller
2002	J	`jnl`	A Lagrangian formulation of Zador's entropy-constrained quantization theorem. IEEE Trans. Inf. Theory Robert M. Gray, Tamás Linder, Jia Li
2002	B	`conf`	A Source Coding Approach to Classification by Vector Quantization and the Principle of Minimum Description Length. DCC Jia Li
2002	A*	`conf`	Learning-based linguistic indexing of pictures with 2--d MHMMs. ACM Multimedia James Ze Wang, Jia Li
2002	B	`conf`	Significance Of inter-species matches when evolutionary rate varies. RECOMB Jia Li, Webb Miller
2002	—	`conf`	Simultaneous Classification and Feature Clustering Using Discriminant Vector Quantization with Applications to Microarray Data Analysis. CSB Jia Li, Hongyuan Zha
2001	A*	`conf`	FIRM: fuzzily integrated region matching for content-based image retrieval. ACM Multimedia Yixin Chen, James Ze Wang, Jia Li
2001	B	`conf`	On Zador's Entropy-Constrained Quantization Theorem. Data Compression Conference Robert M. Gray, Jia Li
2001	J	`jnl`	SIMPLIcity: Semantics-Sensitive Integrated Matching for Picture LIbraries. IEEE Trans. Pattern Anal. Mach. Intell. James Ze Wang, Jia Li, Gio Wiederhold
2001	J	`jnl`	Unsupervised Multiresolution Segmentation for Images with Low Depth of Field. IEEE Trans. Pattern Anal. Mach. Intell. James Ze Wang, Jia Li, Robert M. Gray, Gio Wiederhold
2000	B	`conf`	Classification of Textured and Non-Textured Images Using Region Segmentation. ICIP Jia Li, James Ze Wang, Gio Wiederhold
2000	J	`jnl`	Context-based multiscale classification of document images using wavelet coefficient distributions. IEEE Trans. Image Process. Jia Li, Robert M. Gray
2000	A*	`conf`	IRM: integrated region matching for image retrieval. ACM Multimedia Jia Li, James Ze Wang, Gio Wiederhold
2000	J	`jnl`	Image classification by a two-dimensional hidden Markov model. IEEE Trans. Signal Process. Jia Li, Amir Najmi, Robert M. Gray
2000	J	`jnl`	Multiresolution image classification by hierarchical modeling with two-dimensional hidden Markov models. IEEE Trans. Inf. Theory Jia Li, Robert M. Gray, Richard A. Olshen
2000	—	`conf`	SIMPLIcity: Semantics-sensitive Integrated Matching for Picture Libraries. VISUAL James Ze Wang, Jia Li, Gio Wiederhold
1999	J	`jnl`	Asymptotic Performance of Vector Quantizers with a Perceptual Distortion Measure. IEEE Trans. Inf. Theory Jia Li, Navin Chaddha, Robert M. Gray
1999	—	`conf`	Image Classification Based on a Multiresolution Two Dimensional Hidden Markov Model. ICIP (1) Jia Li, Robert M. Gray
1999	Misc	`conf`	Image classification by a two dimensional hidden Markov model. ICASSP Jia Li, Amir Najmi, Robert M. Gray
1999	B	`conf`	Joint Image Compression and Classification with Vector Quantization and a Two Dimensional Hidden Markov Model. Data Compression Conference Jia Li, Robert M. Gray, Richard A. Olshen
1999	Misc	`conf`	Multiresolution Object-of-Interest Detection for Images with Low Depth of Field. ICIAP Jia Li, James Ze Wang, Robert M. Gray, Gio Wiederhold
1999	J	`jnl`	Semantics-sensitive Retrieval for Digital Picture Libraries. D Lib Mag. James Ze Wang, Jia Li, Desmond Chan, Gio Wiederhold
1998	—	`conf`	Classifying Objectionable Websites Based on Image Content. IDMS James Ze Wang, Jia Li, Gio Wiederhold, Oscar Firschein
1998	—	`conf`	Context based Multiscale Classification of Images. ICIP (3) Jia Li, Robert M. Gray
1998	J	`jnl`	System for screening objectionable images. Comput. Commun. James Ze Wang, Jia Li, Gio Wiederhold, Oscar Firschein
1998	—	`conf`	Text and Picture Segmentation by the Distribution Analysis of Wavelet Coefficients. ICIP (3) Jia Li, Robert M. Gray
1997	J	`jnl`	Image quality in lossy compressed digital mammograms. Signal Process. Sharon M. Perlmutter, Pamela C. Cosman, Robert M. Gray, Richard A. Olshen, D. Ikeda, C. N. Adams, B. J. Betts, Mark B. Williams, Keren Perlmutter, Jia Li, Anuradha K. Aiyer, Laurie Lee Fajardo, R. Birdwell, B. L. Daniel