David C. Anastasiu

66 papers A* 6A 6B 3C 1Journal 22Unranked 25
YearRankTypeTitle / Venue / Authors
2025 — conf
Efficient Deployment of Very Wide and Very Deep Hypersparse FFNs on FPGA.
ISVLSI
Paramdeep Singh, David C. Anastasiu
2025 A conf
Explainable AI for Real-Time Video Anomaly Anticipation.
SDM
David C. Anastasiu
2025 J jnl
MC-ANN: A Mixture Clustering-Based Attention Neural Network for Time Series Forecasting.
IEEE Trans. Pattern Anal. Mach. Intell.
Yanhong Li, David C. Anastasiu
2025 J jnl
ML-NIC: accelerating machine learning inference using smart network interface cards.
Frontiers Comput. Sci.
Raghav Kapoor, David C. Anastasiu, Sean Choi
2025 — conf
Multi-Agent Cooperation for Traffic Safety Description and Analysis.
ICCVW
Ridham Kachhadiya, Dhanishtha Patil, David C. Anastasiu
2025 — conf
PFformer: A Position-Free Transformer Variant for Extreme-Adaptive Multivariate Time Series Forecasting.
PAKDD (6)
Yanhong Li, David C. Anastasiu
2025 J jnl
PFformer: A Position-Free Transformer Variant for Extreme-Adaptive Multivariate Time Series Forecasting.
CoRR
Yanhong Li, David C. Anastasiu
2025 J jnl
Race and Gender in LLM-Generated Personas: A Large-Scale Audit of 41 Occupations.
CoRR
Ilona van der Linden, Sahana Kumar, Arnav Dixit, Aadi Sudan, Smruthi Danda, David C. Anastasiu, Kai Lukoff
2025 — conf
The 9th AI City Challenge.
ICCVW
Zheng Tang, Shuo Wang, David C. Anastasiu, Ming-Ching Chang, Anuj Sharma, Quan Kong, Norimasa Kobori, Munkhjargal Gochoo, Ganzorig Batnasan, Munkh-Erdene Otgonbold, Fady Alnajjar, Jun-Wei Hsieh, Tomasz Kornuta, Xiaolong Li, Yilin Zhao, Han Zhang, Subhashree Radhakrishnan, Arihant Jain, Ratnesh Kumar, Vidya N. Murali, Yuxing Wang, Sameer Satish Pusegaonkar, Yizhou Wang, Sujit Biswas, Xunlei Wu, Zhedong Zheng, Pranamesh Chakraborty, Rama Chellappa
2025 J jnl
The 9th AI City Challenge.
CoRR
Zheng Tang, Shuo Wang, David C. Anastasiu, Ming-Ching Chang, Anuj Sharma, Quan Kong, Norimasa Kobori, Munkhjargal Gochoo, Ganzorig Batnasan, Munkh-Erdene Otgonbold, Fady Alnajjar, Jun-Wei Hsieh, Tomasz Kornuta, Xiaolong Li, Yilin Zhao, Han Zhang, Subhashree Radhakrishnan, Arihant Jain, Ratnesh Kumar, Vidya N. Murali, Yuxing Wang, Sameer Satish Pusegaonkar, Yizhou Wang, Sujit Biswas, Xunlei Wu, Zhedong Zheng, Pranamesh Chakraborty, Rama Chellappa
2024 A* conf
Learning from Polar Representation: An Extreme-Adaptive Model for Long-Term Time Series Forecasting.
AAAI
Yanhong Li, Jack Xu, David C. Anastasiu
2024 A conf
Long-Term Hydrologic Time Series Prediction with LSPM.
CIKM
Sicheng Zhou, David C. Anastasiu
2024 J jnl
Multivariate Segment Expandable Encoder-Decoder Model for Time Series Forecasting.
IEEE Access
Yanhong Li, David C. Anastasiu
2024 — conf
The 8th AI City Challenge.
CVPR Workshops
Shuo Wang, David C. Anastasiu, Zheng Tang, Ming-Ching Chang, Yue Yao, Liang Zheng, Mohammed Shaiqur Rahman, Meenakshi S. Arya, Anuj Sharma, Pranamesh Chakraborty, Sanjita Prajapati, Quan Kong, Norimasa Kobori, Munkhjargal Gochoo, Munkh-Erdene Otgonbold, Fady Alnajjar, Ganzorig Batnasan, Ping-Yang Chen, Jun-Wei Hsieh, Xunlei Wu, Sameer Satish Pusegaonkar, Yizhou Wang, Sujit Biswas, Rama Chellappa
2024 J jnl
The 8th AI City Challenge.
CoRR
Shuo Wang, David C. Anastasiu, Zheng Tang, Ming-Ching Chang, Yue Yao, Liang Zheng, Mohammed Shaiqur Rahman, Meenakshi S. Arya, Anuj Sharma, Pranamesh Chakraborty, Sanjita Prajapati, Quan Kong, Norimasa Kobori, Munkhjargal Gochoo, Munkh-Erdene Otgonbold, Fady Alnajjar, Ganzorig Batnasan, Ping-Yang Chen, Jun-Wei Hsieh, Xunlei Wu, Sameer Satish Pusegaonkar, Yizhou Wang, Sujit Biswas, Rama Chellappa
2024 J jnl
WTS: A Pedestrian-Centric Traffic Video Dataset for Fine-grained Spatial-Temporal Understanding.
CoRR
Quan Kong, Yuki Kawana, Rajat Saini, Ashutosh Kumar, Jingjing Pan, Ta Gu, Yohei Ozao, Istvan Balazs Opra, David C. Anastasiu, Yoichi Sato, Norimasa Kobori
2023 A* conf
An Extreme-Adaptive Time Series Prediction Model Based on Probability-Enhanced LSTM Neural Networks.
AAAI
Yanhong Li, Jack Xu, David C. Anastasiu
2023 J jnl
CosTaL: an accurate and scalable graph-based clustering algorithm for high-dimensional single-cell data analysis.
Briefings Bioinform.
Yijia Li, Jonathan Nguyen, David C. Anastasiu, Edgar A. Arriaga
2023 — conf
Enhancing Retail Checkout through Video Inpainting, YOLOv8 Detection, and DeepSort Tracking.
CVPR Workshops
Arpita Vats, David C. Anastasiu
2023 J jnl
Learning from Polar Representation: An Extreme-Adaptive Model for Long-Term Time Series Forecasting.
CoRR
Yanhong Li, Jack Xu, David C. Anastasiu
2023 B conf
SEED: An Effective Model for Highly-Skewed Streamflow Time Series Data Forecasting.
IEEE Big Data
Yanhong Li, Jack Xu, David C. Anastasiu
2023 — conf
The 7th AI City Challenge.
CVPR Workshops
Milind Naphade, Shuo Wang, David C. Anastasiu, Zheng Tang, Ming-Ching Chang, Yue Yao, Liang Zheng, Mohammed Shaiqur Rahman, Meenakshi S. Arya, Anuj Sharma, Qi Feng, Vitaly Ablavsky, Stan Sclaroff, Pranamesh Chakraborty, Sanjita Prajapati, Alice Li, Shangru Li, Krishna Kunadharaju, Shenxin Jiang, Rama Chellappa
2023 J jnl
The 7th AI City Challenge.
CoRR
Milind Naphade, Shuo Wang, David C. Anastasiu, Zheng Tang, Ming-Ching Chang, Yue Yao, Liang Zheng, Mohammed Shaiqur Rahman, Meenakshi S. Arya, Anuj Sharma, Qi Feng, Vitaly Ablavsky, Stan Sclaroff, Pranamesh Chakraborty, Sanjita Prajapati, Alice Li, Shangru Li, Krishna Kunadharaju, Shenxin Jiang, Rama Chellappa
2022 J jnl
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Inf. Syst.
Andrea Tagarelli, Ester Zumpano, David C. Anastasiu, Andrea Calì, Gottfried Vossen
2022 J jnl
An Extreme-Adaptive Time Series Prediction Model Based on Probability-Enhanced LSTM Neural Networks.
CoRR
Yanhong Li, Jack Xu, David C. Anastasiu
2022 B conf
CLP: A Platform for Competitive Learning.
EC-TEL
Arpita Vats, Gheorghi Guzun, David C. Anastasiu
2022 — conf
Key Point-Based Driver Activity Recognition.
CVPR Workshops
Arpita Vats, David C. Anastasiu
2022 — conf
On-Device Prediction for Chronic Kidney Disease.
GHTC
Alex Whelan, Soham Phadke, Alessandro Bellofiore, David C. Anastasiu
2022 J jnl
Synthetic Distracted Driving (SynDD1) dataset for analyzing distracted behaviors and various gaze zones of a driver.
CoRR
Mohammed Shaiqur Rahman, Archana Venkatachalapathy, Anuj Sharma, Jiyang Wang, Senem Velipasalar Gursoy, David C. Anastasiu, Shuo Wang
2022 — conf
The 6th AI City Challenge.
CVPR Workshops
Milind Naphade, Shuo Wang, David C. Anastasiu, Zheng Tang, Ming-Ching Chang, Yue Yao, Liang Zheng, Mohammed Shaiqur Rahman, Archana Venkatachalapathy, Anuj Sharma, Qi Feng, Vitaly Ablavsky, Stan Sclaroff, Pranamesh Chakraborty, Alice Li, Shangru Li, Rama Chellappa
2022 J jnl
The 6th AI City Challenge.
CoRR
Milind Naphade, Shuo Wang, David C. Anastasiu, Zheng Tang, Ming-Ching Chang, Yue Yao, Liang Zheng, Mohammed Shaiqur Rahman, Archana Venkatachalapathy, Anuj Sharma, Qi Feng, Vitaly Ablavsky, Stan Sclaroff, Pranamesh Chakraborty, Alice Li, Shangru Li, Rama Chellappa
2021 — conf
The 5th AI City Challenge.
CVPR Workshops
Milind Naphade, Shuo Wang, David C. Anastasiu, Zheng Tang, Ming-Ching Chang, Xiaodong Yang, Yue Yao, Liang Zheng, Pranamesh Chakraborty, Christian E. López, Anuj Sharma, Qi Feng, Vitaly Ablavsky, Stan Sclaroff
2021 J jnl
The 5th AI City Challenge.
CoRR
Milind Naphade, Shuo Wang, David C. Anastasiu, Zheng Tang, Ming-Ching Chang, Xiaodong Yang, Yue Yao, Liang Zheng, Pranamesh Chakraborty, Anuj Sharma, Qi Feng, Vitaly Ablavsky, Stan Sclaroff
2020 — conf
The 4th AI City Challenge.
CVPR Workshops
Milind Naphade, Shuo Wang, David C. Anastasiu, Zheng Tang, Ming-Ching Chang, Xiaodong Yang, Liang Zheng, Anuj Sharma, Rama Chellappa, Pranamesh Chakraborty
2020 J jnl
The 4th AI City Challenge.
CoRR
Milind Naphade, Shuo Wang, David C. Anastasiu, Zheng Tang, Ming-Ching Chang, Xiaodong Yang, Liang Zheng, Anuj Sharma, Rama Chellappa, Pranamesh Chakraborty
2019 A* conf
CityFlow: A City-Scale Benchmark for Multi-Target Multi-Camera Vehicle Tracking and Re-Identification.
CVPR
Zheng Tang, Milind Naphade, Ming-Yu Liu, Xiaodong Yang, Stan Birchfield, Shuo Wang, Ratnesh Kumar, David C. Anastasiu, Jenq-Neng Hwang
2019 J jnl
CityFlow: A City-Scale Benchmark for Multi-Target Multi-Camera Vehicle Tracking and Re-Identification.
CoRR
Zheng Tang, Milind Naphade, Ming-Yu Liu, Xiaodong Yang, Stan Birchfield, Shuo Wang, Ratnesh Kumar, David C. Anastasiu, Jenq-Neng Hwang
2019 — conf
Effective Vehicle Tracking Algorithm for Smart Traffic Networks.
SOSE
Shuai Hua, David C. Anastasiu
2019 J jnl
Parallel cosine nearest neighbor graph construction.
J. Parallel Distributed Comput.
David C. Anastasiu, George Karypis
2019 — conf
Stock Price Prediction Using News Sentiment Analysis.
BigDataService
Saloni Mohan, Sahitya Mullapudi, Sudheer Sammeta, Parag Vijayvergia, David C. Anastasiu
2019 — conf
Study Area Recommendation via Network Log Analytics.
MobileCloud
Anupama Upadhayula, Avinash Ravilla, Ishwarya Varadarajan, Sowmya Viswanathan, David C. Anastasiu
2019 — conf
The 2019 AI City Challenge.
CVPR Workshops
Milind Naphade, Zheng Tang, Ming-Ching Chang, David C. Anastasiu, Anuj Sharma, Rama Chellappa, Shuo Wang, Pranamesh Chakraborty, Tingting Huang, Jenq-Neng Hwang, Siwei Lyu
2019 A* conf
Tutorial: Are You My Neighbor?: Bringing Order to Neighbor Computing Problems.
KDD
David C. Anastasiu, Huzefa Rangwala, Andrea Tagarelli
2018 A conf
Data Structure for Efficient Line of Sight Queries.
CIKM
Swapnil Gaikwad, Melody Moh, David C. Anastasiu
2018 C conf
Improving Student Motivation through Competitive Active Learning.
FIE
Manika Kapoor, Shuai Hua, David C. Anastasiu
2018 — ch.
Scalability and Distribution of Collaborative Recommenders.
Collaborative Recommendations
Evangelia Christakopoulou, Shaden Smith, Mohit Sharma, Alex Richards, David C. Anastasiu, George Karypis
2018 — conf
The 2018 NVIDIA AI City Challenge.
CVPR Workshops
Milind Naphade, Ming-Ching Chang, Anuj Sharma, David C. Anastasiu, Vamsi Jagarlamudi, Pranamesh Chakraborty, Tingting Huang, Shuo Wang, Ming-Yu Liu, Rama Chellappa, Jenq-Neng Hwang, Siwei Lyu
2018 — conf
Vehicle Tracking and Speed Estimation From Traffic Videos.
CVPR Workshops
Shuai Hua, Manika Kapoor, David C. Anastasiu
2017 J jnl
Efficient identification of Tanimoto nearest neighbors.
Int. J. Data Sci. Anal.
David C. Anastasiu, George Karypis
2017 — conf
Optimal constrained wireless emergency network antenna placement.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Swapnil Gaikwad, David C. Anastasiu
2017 — conf
Robust classification of city roadway objects for traffic related applications.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Niveditha Bhandary, Charles MacKay, Alex Richards, Ji Tong, David C. Anastasiu
2017 — conf
The NVIDIA AI City Challenge.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Milind Naphade, David C. Anastasiu, Anuj Sharma, Vamsi Jagrlamudi, Hyeran Jeon, Kaikai Liu, Ming-Ching Chang, Siwei Lyu, Jerry Zeyu Gao
2016 B conf
Efficient Identification of Tanimoto Nearest Neighbors.
DSAA
David C. Anastasiu, George Karypis
2016 — conf
Fast Parallel Cosine K-Nearest Neighbor Graph Construction.
IA3@SC
David C. Anastasiu, George Karypis
2015 A conf
L2Knng: Fast Exact K-Nearest Neighbor Graph Construction with L2-Norm Pruning.
CIKM
David C. Anastasiu, George Karypis
2015 — conf
PL2AP: fast parallel cosine similarity search.
IA3@SC
David C. Anastasiu, George Karypis
2015 A* conf
Understanding computer usage evolution.
ICDE
David C. Anastasiu, Al Mamunur Rashid, Andrea Tagarelli, George Karypis
2014 — ch.
Big Data Frequent Pattern Mining.
Frequent Pattern Mining
David C. Anastasiu, Jeremy Iverson, Shaden Smith, George Karypis
2014 A* conf
L2AP: Fast cosine similarity search with prefix L-2 norm bounds.
ICDE
David C. Anastasiu, George Karypis
2013 J jnl
A novel two-box search paradigm for query disambiguation.
World Wide Web
David C. Anastasiu, Byron J. Gao, Xing Jiang, George Karypis
2013 — ch.
Document Clustering: The Next Frontier.
Data Clustering: Algorithms and Applications
David C. Anastasiu, Andrea Tagarelli, George Karypis
2013 J jnl
User-Centric Organization of Search Results.
IEEE Internet Comput.
Byron J. Gao, David Buttler, David C. Anastasiu, Shuaiqiang Wang, Peng Zhang, Joey Jan
2011 A conf
A framework for personalized and collaborative clustering of search results.
CIKM
David C. Anastasiu, Byron J. Gao, David Buttler
2010 — conf
Utilizing User-input Contextual Terms for Query Disambiguation.
COLING (Posters)
Byron J. Gao, David C. Anastasiu, Xing Jiang
2009 — conf
OLAP For Multicriteria Maintenance Scheduling.
DMIN
Walter Cai, David C. Anastasiu, Mingji Xia, Byron J. Gao
2009 A conf
The gardener's problem for web information monitoring.
CIKM
Byron J. Gao, Mingji Xia, Walter Cai, David C. Anastasiu