Trading representability for scalability: adaptive multi-hyperplane machine for nonlinear classification. - Zhuang Wang; Nemanja Djuric; Koby Crammer; Slobodan Vucetic (KDD, 2011)

Convex Kernelized Sorting. - Nemanja Djuric; Mihajlo Grbovic; Slobodan Vucetic (AAAI, 2012)

Supervised Clustering of Label Ranking Data. - Mihajlo Grbovic; Nemanja Djuric; Slobodan Vucetic (SDM, 2012)

Distributed confidence-weighted classification on MapReduce. - Nemanja Djuric; Mihajlo Grbovic; Slobodan Vucetic (IEEE BigData, 2013)

Efficient Visualization of Large-Scale Data Tables through Reordering and Entropy Minimization. - Nemanja Djuric; Slobodan Vucetic (ICDM, 2013)

Semi-Supervised Learning for Integration of Aerosol Predictions from Multiple Satellite Instruments. - Nemanja Djuric; Lakesh Kansakar; Slobodan Vucetic (IJCAI, 2013)

Multi-Prototype Label Ranking with Novel Pairwise-to-Total-Rank Aggregation. - Mihajlo Grbovic; Nemanja Djuric; Slobodan Vucetic (IJCAI, 2013)

MS-kNN: protein function prediction by integrating multiple data sources. - Liang Lan; Nemanja Djuric; Yuhong Guo; Slobodan Vucetic (BMC Bioinform., 2013)

BudgetedSVM: a toolbox for scalable SVM approximations. - Nemanja Djuric; Liang Lan; Slobodan Vucetic; Zhuang Wang (J. Mach. Learn. Res., 2013)

Supervised clustering of label ranking data using label preference information. - Mihajlo Grbovic; Nemanja Djuric; Shengbo Guo; Slobodan Vucetic (Mach. Learn., 2013)

Non-Linear Label Ranking for Large-Scale Prediction of Long-Term User Interests. - Nemanja Djuric; Mihajlo Grbovic; Vladan Radosavljevic; Narayan Bhamidipati; Slobodan Vucetic (AAAI, 2014)

Hidden Conditional Random Fields with Deep User Embeddings for Ad Targeting. - Nemanja Djuric; Vladan Radosavljevic; Mihajlo Grbovic; Narayan Bhamidipati (ICDM, 2014)

Frugal Traffic Monitoring with Autonomous Participatory Sensing. - Vladimir Coric; Nemanja Djuric; Slobodan Vucetic (SDM, 2014)

Gender and Interest Targeting for Sponsored Post Advertising at Tumblr. - Mihajlo Grbovic; Vladan Radosavljevic; Nemanja Djuric; Narayan Bhamidipati; Ananth Nagarajan (KDD, 2015)

E-commerce in Your Inbox: Product Recommendations at Scale. - Mihajlo Grbovic; Vladan Radosavljevic; Nemanja Djuric; Narayan Bhamidipati; Jaikit Savla; Varun Bhagwan; Doug Sharp (KDD, 2015)

Context- and Content-aware Embeddings for Query Rewriting in Sponsored Search. - Mihajlo Grbovic; Nemanja Djuric; Vladan Radosavljevic; Fabrizio Silvestri; Narayan Bhamidipati (SIGIR, 2015)

Large-scale Contextual Query-to-Ad Matching and Retrieval System for Sponsored Search: (Abstract). - Ricardo Baeza-Yates; Nemanja Djuric; Mihajlo Grbovic; Vladan Radosavljevic; Fabrizio Silvestri (WWW (Companion Volume), 2015)

Hierarchical Neural Language Models for Joint Representation of Streaming Documents and their Content. - Nemanja Djuric; Hao Wu; Vladan Radosavljevic; Mihajlo Grbovic; Narayan Bhamidipati (WWW, 2015)

Hate Speech Detection with Comment Embeddings. - Nemanja Djuric; Jing Zhou; Robin Morris; Mihajlo Grbovic; Vladan Radosavljevic; Narayan Bhamidipati (WWW (Companion Volume), 2015)

Search Retargeting using Directed Query Embeddings. - Mihajlo Grbovic; Nemanja Djuric; Vladan Radosavljevic; Narayan Bhamidipati (WWW (Companion Volume), 2015)

queryCategorizr: A Large-Scale Semi-Supervised System for Categorization of Web Search Queries. - Mihajlo Grbovic; Nemanja Djuric; Vladan Radosavljevic; Narayan Bhamidipati; Jordan Hawker; Caleb Johnson (WWW (Companion Volume), 2015)

Gaussian Conditional Random Fields for Aggregation of Operational Aerosol Retrievals. - Nemanja Djuric; Vladan Radosavljevic; Zoran Obradovic; Slobodan Vucetic (IEEE Geosci. Remote. Sens. Lett., 2015)

Network-Efficient Distributed Word2vec Training System for Large Vocabularies. - Erik Ordentlich; Lee Yang; Andy Feng; Peter Cnudde; Mihajlo Grbovic; Nemanja Djuric; Vladan Radosavljevic; Gavin Owens (CIKM, 2016)

Leveraging Blogging Activity on Tumblr to Infer Demographics and Interests of Users for Advertising Purposes. - Mihajlo Grbovic; Vladan Radosavljevic; Nemanja Djuric; Narayan Bhamidipati; Ananth Nagarajan (#Microposts, 2016)

Scalable Semantic Matching of Queries to Ads in Sponsored Search Advertising. - Mihajlo Grbovic; Nemanja Djuric; Vladan Radosavljevic; Fabrizio Silvestri; Ricardo Baeza-Yates; Andrew Feng; Erik Ordentlich; Lee Yang; Gavin Owens (SIGIR, 2016)

TargetAd2016: 2nd International Workshop on Ad Targeting at Scale. - Mihajlo Grbovic; Nemanja Djuric; Vladan Radosavljevic (WSDM, 2016)

Portrait of an Online Shopper: Understanding and Predicting Consumer Behavior. - Farshad Kooti; Kristina Lerman; Luca Maria Aiello; Mihajlo Grbovic; Nemanja Djuric; Vladan Radosavljevic (WSDM, 2016)

Travel the World: Analyzing and Predicting Booking Behavior using E-mail Travel Receipts. - Nemanja Djuric; Mihajlo Grbovic; Vladan Radosavljevic; Jaikit Savla; Varun Bhagwan; Doug Sharp (WWW (Companion Volume), 2016)

Smartphone App Categorization for Interest Targeting in Advertising Marketplace. - Vladan Radosavljevic; Mihajlo Grbovic; Nemanja Djuric; Narayan Bhamidipati; Daneo Zhang; Jack Wang 002; Jiankai Dang; Haiying Huang; Ananth Nagarajan; Peiji Chen (WWW (Companion Volume), 2016)

Semi-supervised combination of experts for aerosol optical depth estimation. - Nemanja Djuric; Lakesh Kansakar; Slobodan Vucetic (Artif. Intell., 2016)

Analyzing Uber's Ride-sharing Economy. - Farshad Kooti; Mihajlo Grbovic; Luca Maria Aiello; Nemanja Djuric; Vladan Radosavljevic; Kristina Lerman (WWW (Companion Volume), 2017)

Proceedings of the 2017 AdKDD & TargetAd Workshop. - Abraham Bagherjeiran; Nemanja Djuric; Mihajlo Grbovic; Kuang-Chih Lee; Kun Liu; Vladan Radosavljevic; Suju Rajan (CoRR, 2017)

Modeling Healthcare Quality via Compact Representations of Electronic Health Records. - Jelena Stojanovic; Djordje Gligorijevic; Vladan Radosavljevic; Nemanja Djuric; Mihajlo Grbovic; Zoran Obradovic (IEEE ACM Trans. Comput. Biol. Bioinform., 2017)

Motion Prediction of Traffic Actors for Autonomous Driving using Deep Convolutional Networks. - Nemanja Djuric; Vladan Radosavljevic; Henggang Cui; Thi Nguyen; Fang-Chieh Chou; Tsung-Han Lin; Jeff Schneider (CoRR, 2018)

Multimodal Trajectory Predictions for Autonomous Driving using Deep Convolutional Networks. - Henggang Cui; Vladan Radosavljevic; Fang-Chieh Chou; Tsung-Han Lin; Thi Nguyen; Tzu-Kuo Huang; Jeff Schneider; Nemanja Djuric (ICRA, 2019)

Deep Kinematic Models for Physically Realistic Prediction of Vehicle Trajectories. - Henggang Cui; Thi Nguyen; Fang-Chieh Chou; Tsung-Han Lin; Jeff Schneider; David Bradley; Nemanja Djuric (CoRR, 2019)

Improving Word Embeddings through Iterative Refinement of Word- and Character-level Models. - Phong Ha; Shanshan Zhang; Nemanja Djuric; Slobodan Vucetic (COLING, 2020)

Growing Adaptive Multi-hyperplane Machines. - Nemanja Djuric; Zhuang Wang; Slobodan Vucetic (ICML, 2020)

Deep Kinematic Models for Kinematically Feasible Vehicle Trajectory Predictions. - Henggang Cui; Thi Nguyen; Fang-Chieh Chou; Tsung-Han Lin; Jeff Schneider; David Bradley; Nemanja Djuric (ICRA, 2020)

Long-term Prediction of Vehicle Behavior using Short-term Uncertainty-aware Trajectories and High-definition Maps. - Sai Yalamanchi; Tzu-Kuo Huang; Galen Clark Haynes; Nemanja Djuric (ITSC, 2020)

Predicting Motion of Vulnerable Road Users using High-Definition Maps and Efficient ConvNets. - Fang-Chieh Chou; Tsung-Han Lin; Henggang Cui; Vladan Radosavljevic; Thi Nguyen; Tzu-Kuo Huang; Matthew Niedoba; Jeff Schneider; Nemanja Djuric (IV, 2020)

Improving Movement Predictions of Traffic Actors in Bird's-Eye View Models using GANs and Differentiable Trajectory Rasterization. - Eason Wang; Henggang Cui; Sai Yalamanchi; Mohana Moorthy; Nemanja Djuric (KDD, 2020)

Uncertainty-aware Short-term Motion Prediction of Traffic Actors for Autonomous Driving. - Nemanja Djuric; Vladan Radosavljevic; Henggang Cui; Thi Nguyen; Fang-Chieh Chou; Tsung-Han Lin; Nitin Singh; Jeff Schneider (WACV, 2020)

Improving Movement Predictions of Traffic Actors in Bird's-Eye View Models using GANs and Differentiable Trajectory Rasterization. - Eason Wang; Henggang Cui; Sai Yalamanchi; Mohana Moorthy; Fang-Chieh Chou; Nemanja Djuric (CoRR, 2020)

Uncertainty-Aware Vehicle Orientation Estimation for Joint Detection-Prediction Models. - Henggang Cui; Fang-Chieh Chou; Jake Charland; Carlos Vallespi-Gonzalez; Nemanja Djuric (CoRR, 2020)

Autonomous Vehicle Vision 2021: ICCV Workshop Summary. - Rui Fan 001; Nemanja Djuric; Fisher Yu 001; Rowan McAllister; Ioannis Pitas (ICCVW, 2021)

Ellipse Loss for Scene-Compliant Motion Prediction. - Henggang Cui; Hoda Shajari; Sai Yalamanchi; Nemanja Djuric (ICRA, 2021)

Temporally-Continuous Probabilistic Prediction using Polynomial Trajectory Parameterization. - Zhaoen Su; Chao Wang; Henggang Cui; Nemanja Djuric; Carlos Vallespi-Gonzalez; David Bradley (IROS, 2021)

Uncertainty-Aware Estimation of Vehicle Orientation for Self-Driving Applications. - Henggang Cui; Fang-Chieh Chou; Jake Charland; Carlos Vallespi-Gonzalez; Nemanja Djuric (ITSC, 2021)

MultiXNet: Multiclass Multistage Multimodal Motion Prediction. - Nemanja Djuric; Henggang Cui; Zhaoen Su; Shangxuan Wu; Huahua Wang; Fang-Chieh Chou; Luisa San Martin; Song Feng; Rui Hu; Yang Xu; Alyssa Dayan; Sidney Zhang; et al. (IV, 2021)

AdKDD 2021. - Abraham Bagherjeiran; Nemanja Djuric; Mihajlo Grbovic; Kuang-chih Lee; Kun Liu; Vladan Radosavljevic; Suju Rajan (KDD, 2021)

Multi-Modal Trajectory Prediction of NBA Players. - Sandro Hauri; Nemanja Djuric; Vladan Radosavljevic; Slobodan Vucetic (WACV, 2021)

Investigating the Effect of Sensor Modalities in Multi-Sensor Detection-Prediction Models. - Abhishek Mohta; Fang-Chieh Chou; Brian C. Becker; Carlos Vallespi-Gonzalez; Nemanja Djuric (CoRR, 2021)

Convolutions for Spatial Interaction Modeling. - Zhaoen Su; Chao Wang; David Bradley; Carlos Vallespi-Gonzalez; Carl Wellington; Nemanja Djuric (CVPR, 2022)

AdKDD 2022. - Abraham Bagherjeiran; Nemanja Djuric; Mihajlo Grbovic; Kuang-Chih Lee; Kun Liu; Wei Liu 007; Linsey Pang; Vladan Radosavljevic; Suju Rajan; Kexin Xie (KDD, 2022)

Multi-View Fusion of Sensor Data for Improved Perception and Prediction in Autonomous Driving. - Sudeep Fadadu; Shreyash Pandey; Darshan Hegde; Yi Shi; Fang-Chieh Chou; Nemanja Djuric; Carlos Vallespi-Gonzalez (WACV, 2022)

Detection of Active Emergency Vehicles using Per-Frame CNNs and Output Smoothing. - Meng Fan; Craig C. Bidstrup; Zhaoen Su; Jason Owens; Gary Yang; Nemanja Djuric (CoRR, 2022)

Bush Detection for Vision-based UGV Guidance in Blueberry Orchards: Data Set and Methods. - Vladan Filipovic; Dimitrije Stefanovic; Nina Pajevic; Zeljana Grbovic; Nemanja Djuric; Marko Panic (CVPR Workshops, 2023)

EEG and Eye-Tracking Error-Related Responses During Predictive Text Interactions: A BCI Case Study. - Sophia K. Mehdizadeh; Edward Cutrell; R. Michael Winters; Nemanja Djuric; Yang Cheng; Ivan J. Tashev; Yu-Te Wang (EMBC, 2023)

Improved Tracking of Articulated Vehicles in Self-Driving Applications Using Phantom Observations. - Cuichun Xu; Peter Kingston; Nemanja Djuric (ITSC, 2023)

AdKDD 2023. - Abraham Bagherjeiran; Nemanja Djuric; Kuang-Chih Lee; Linsey Pang; Vladan Radosavljevic; Suju Rajan (KDD, 2023)

Exploration of Data Augmentation Techniques for Bush Detection in Blueberry Orchards. - Boris Culjak; Nina Pajevic; Vladan Filipovic; Dimitrije Stefanovic; Zeljana Grbovic; Nemanja Djuric; Marko Panic (CVPR Workshops, 2024)

End-to-End Deep Learning Models for Gap Identification in Maize Fields. - Rana Waqar; Zeljana Grbovic; Maryam Khan; Nina Pajevic; Dimitrije Stefanovic; Vladan Filipovic; Marko Panic; Nemanja Djuric (CVPR Workshops, 2024)

AdKDD 2024. - Abraham Bagherjeiran; Nemanja Djuric; Kuang-Chih Lee; Linsey Pang; Vladan Radosavljevic; Suju Rajan (KDD, 2024)

Automated Feature Engineering for Single-Trial EEG and Eye-Tracking Classification in Predictive Text Interfaces. - Ard Kastrati; R. Michael Winters; Nemanja Djuric; Ivan J. Tashev; Yu-Te Wang (BCI, 2025)