Nick Duffield

55 papers A* 9A 2B 2C 1Misc 1Journal 32Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
InvarGC: Invariant Granger Causality for Heterogeneous Interventional Time Series under Latent Confounding.
CoRR
Ziyi Zhang, Shaogang Ren, Xiaoning Qian, Nick Duffield
2025 J jnl
Unmanned aerial system and machine learning driven Digital-Twin framework for in-season cotton growth forecasting.
Comput. Electron. Agric.
Pankaj Pal, Juan Landivar-Bowles, Jose Luis Landivar-Scott, Nick Duffield, Kevin J. Nowka, Jinha Jung, Anjin Chang, Kiju Lee, Lei Zhao, Mahendra Bhandari
2024 J jnl
3D visualization of hurricane storm surge impact on urban infrastructure.
Urban Inform.
Xinyue Ye, Shoujia Li, Ge Gao, David Retchless, Zhenhang Cai, Galen Newman, Jiaxin Du, Nick Duffield
2024 J jnl
A reinforcement learning-based routing algorithm for large street networks.
Int. J. Geogr. Inf. Sci.
Diya Li, Zhe Zhang, Bahareh Alizadeh Kharazi, Ziyi Zhang, Nick Duffield, Michelle A. Meyer, Courtney M. Thompson, Huilin Gao, Amir H. Behzadan
2024 J jnl
Cotton Yield Prediction via UAV-Based Cotton Boll Image Segmentation Using YOLO Model and Segment Anything Model (SAM).
Remote. Sens.
Janvita Reddy Peddagudreddygari, Haoyu Niu, Jose Luis Landivar-Scott, Mahendra Bhandari, Juan A. Landivar, Craig W. Bednarz, Nick Duffield
2024 J jnl
In-Season Cotton Yield Prediction with Scale-Aware Convolutional Neural Network Models and Unmanned Aerial Vehicle RGB Imagery.
Sensors
Haoyu Niu, Janvita Reddy Peddagudreddygari, Mahendra Bhandari, Juan A. Landivar, Craig W. Bednarz, Nick Duffield
2024 A* conf
Learning Flexible Time-windowed Granger Causality Integrating Heterogeneous Interventional Time Series Data.
KDD
Ziyi Zhang, Shaogang Ren, Xiaoning Qian, Nick Duffield
2024 J jnl
Learning Flexible Time-windowed Granger Causality Integrating Heterogeneous Interventional Time Series Data.
CoRR
Ziyi Zhang, Shaogang Ren, Xiaoning Qian, Nick Duffield
2024 J jnl
Mining Spatiotemporal Mobility Patterns Using Improved Deep Time Series Clustering.
ISPRS Int. J. Geo Inf.
Ziyi Zhang, Diya Li, Zhe Zhang, Nick Duffield
2024 J jnl
Spectral Convolutional Conditional Neural Processes.
CoRR
Peiman Mohseni, Nick Duffield
2024 — conf
Towards Invariant Time Series Forecasting in Smart Cities.
WWW (Companion Volume)
Ziyi Zhang, Shaogang Ren, Xiaoning Qian, Nick Duffield
2024 J jnl
Towards Invariant Time Series Forecasting in Smart Cities.
CoRR
Ziyi Zhang, Shaogang Ren, Xiaoning Qian, Nick Duffield
2023 A conf
Adaptive Conditional Quantile Neural Processes.
UAI
Peiman Mohseni, Nick Duffield, Bani K. Mallick, Arman Hasanzadeh
2023 J jnl
Adaptive Conditional Quantile Neural Processes.
CoRR
Peiman Mohseni, Nick Duffield, Bani K. Mallick, Arman Hasanzadeh
2023 — conf
Location-Aware Social Network Recommendation via Temporal Graph Networks.
LocalRec@SIGSPATIAL
Ziyi Zhang, Diya Li, Zhenlei Song, Nick Duffield, Zhe Zhang
2022 — conf
Hashing Design in Modern Networks: Challenges and Mitigation Techniques.
USENIX ATC
Yunhong Xu, Keqiang He, Rui Wang, Minlan Yu, Nick Duffield, Hassan M. G. Wassel, Shidong Zhang, Leon Poutievski, Junlan Zhou, Amin Vahdat
2022 A* conf
MoReL: Multi-omics Relational Learning.
ICLR
Arman Hasanzadeh, Ehsan Hajiramezanali, Nick Duffield, Xiaoning Qian
2022 J jnl
MoReL: Multi-omics Relational Learning.
CoRR
Arman Hasanzadeh, Ehsan Hajiramezanali, Nick Duffield, Xiaoning Qian
2022 B conf
Multiscale Energy Network Tomography.
IFIP Networking
Yixiao Feng, Nick Duffield
2022 J jnl
Revealing the linguistic and geographical disparities of public awareness to Covid-19 outbreak through social media.
Int. J. Digit. Earth
Binbin Lin, Lei Zou, Nick Duffield, Ali Mostafavi, Heng Cai, Bing Zhou, Jian Tao, Mingzheng Yang, Debayan Mandal, Joynal Abedin
2021 J jnl
Bayesian Graph Contrastive Learning.
CoRR
Arman Hasanzadeh, Mohammadreza Armandpour, Ehsan Hajiramezanali, Mingyuan Zhou, Nick Duffield, Krishna Narayanan
2021 J jnl
Online Sampling of Temporal Networks.
ACM Trans. Knowl. Discov. Data
Nesreen K. Ahmed, Nick Duffield, Ryan A. Rossi
2021 J jnl
Revealing the Global Linguistic and Geographical Disparities of Public Awareness to Covid-19 Outbreak through Social Media.
CoRR
Binbin Lin, Lei Zou, Nick Duffield, Ali Mostafavi, Heng Cai, Bing Zhou, Jian Tao, Mingzheng Yang, Debayan Mandal, Joynal Abedin
2021 A conf
SmartWatch: accurate traffic analysis and flow-state tracking for intrusion prevention using SmartNICs.
CoNEXT
Sourav Panda, Yixiao Feng, Sameer G. Kulkarni, K. K. Ramakrishnan, Nick Duffield, Laxmi N. Bhuyan
2020 C conf
A SmartNIC-Accelerated Monitoring Platform for In-band Network Telemetry.
LANMAN
Yixiao Feng, Sourav Panda, Sameer G. Kulkarni, K. K. Ramakrishnan, Nick Duffield
2020 A* conf
Adaptive Shrinkage Estimation for Streaming Graphs.
NeurIPS
Nesreen K. Ahmed, Nick Duffield
2020 A* conf
BayReL: Bayesian Relational Learning for Multi-omics Data Integration.
NeurIPS
Ehsan Hajiramezanali, Arman Hasanzadeh, Nick Duffield, Krishna Narayanan, Xiaoning Qian
2020 J jnl
BayReL: Bayesian Relational Learning for Multi-omics Data Integration.
CoRR
Ehsan Hajiramezanali, Arman Hasanzadeh, Nick Duffield, Krishna R. Narayanan, Xiaoning Qian
2020 A* conf
Bayesian Graph Neural Networks with Adaptive Connection Sampling.
ICML
Arman Hasanzadeh, Ehsan Hajiramezanali, Shahin Boluki, Mingyuan Zhou, Nick Duffield, Krishna Narayanan, Xiaoning Qian
2020 J jnl
Bayesian Graph Neural Networks with Adaptive Connection Sampling.
CoRR
Arman Hasanzadeh, Ehsan Hajiramezanali, Shahin Boluki, Mingyuan Zhou, Nick Duffield, Krishna Narayanan, Xiaoning Qian
2020 A* conf
Context-aware Deep Representation Learning for Geo-spatiotemporal Analysis.
ICDM
Hanzi Mao, Xi Liu, Nick Duffield, Hao Yuan, Shuiwang Ji, Binayak P. Mohanty
2020 J jnl
Micro- and macro-level churn analysis of large-scale mobile games.
Knowl. Inf. Syst.
Xi Liu, Muhe Xie, Xidao Wen, Rui Chen, Yong Ge, Nick Duffield, Na Wang
2020 J jnl
Near-Optimal Disjoint-Path Facility Location Through Set Cover by Pairs.
Oper. Res.
David S. Johnson, Lee Breslau, Ilias Diakonikolas, Nick Duffield, Yu Gu, MohammadTaghi Hajiaghayi, Howard J. Karloff, Mauricio G. C. Resende, Subhabrata Sen
2020 B conf
Poster: CO2: Collaborative Packet Classification for Network Functions with Overselection.
Networking
Yunhong Xu, Hao Wu, Nick Duffield, Bin Liu, Minlan Yu
2020 Misc conf
Semi-Implicit Stochastic Recurrent Neural Networks.
ICASSP
Ehsan Hajiramezanali, Arman Hasanzadeh, Nick Duffield, Krishna Narayanan, Mingyuan Zhou, Xiaoning Qian
2019 — ed.
Abstracts of the 2019 SIGMETRICS/Performance Joint International Conference on Measurement and Modeling of Computer Systems, Phoenix, AZ, USA, June 24-28, 2019.
SIGMETRICS (Abstracts)
Erich M. Nahum, Thomas Bonald, Nick Duffield
2019 J jnl
Editorial.
Proc. ACM Meas. Anal. Comput. Syst.
Thomas Bonald, Nick Duffield
2019 J jnl
Micro- and Macro-Level Churn Analysis of Large-Scale Mobile Games.
CoRR
Xi Liu, Muhe Xie, Xidao Wen, Rui Chen, Yong Ge, Nick Duffield, Na Wang
2019 J jnl
Network Shrinkage Estimation.
CoRR
Nesreen K. Ahmed, Nick Duffield
2019 J jnl
Optimizing Consistent Merging and Pruning of Subgraphs in Network Tomography.
CoRR
Mahmood Ettehad, Nick Duffield, Gregory Berkolaiko
2019 — conf
Piecewise Stationary Modeling of Random Processes Over Graphs With an Application to Traffic Prediction.
IEEE BigData
Arman Hasanzadeh, Xi Liu, Nick Duffield, Krishna R. Narayanan
2019 — conf
Real-Time Streaming Graph Embedding Through Local Actions.
WWW (Companion Volume)
Xi Liu, Ping-Chun Hsieh, Nick Duffield, Rui Chen, Muhe Xie, Xidao Wen
2019 A* conf
Semi-Implicit Graph Variational Auto-Encoders.
NeurIPS
Arman Hasanzadeh, Ehsan Hajiramezanali, Krishna R. Narayanan, Nick Duffield, Mingyuan Zhou, Xiaoning Qian
2019 J jnl
Semi-Implicit Graph Variational Auto-Encoders.
CoRR
Arman Hasanzadeh, Ehsan Hajiramezanali, Nick Duffield, Krishna R. Narayanan, Mingyuan Zhou, Xiaoning Qian
2019 J jnl
Semi-Implicit Stochastic Recurrent Neural Networks.
CoRR
Ehsan Hajiramezanali, Arman Hasanzadeh, Nick Duffield, Krishna R. Narayanan, Mingyuan Zhou, Xiaoning Qian
2019 J jnl
Temporal Network Sampling.
CoRR
Nesreen K. Ahmed, Nick Duffield, Ryan A. Rossi
2019 A* conf
Variational Graph Recurrent Neural Networks.
NeurIPS
Ehsan Hajiramezanali, Arman Hasanzadeh, Krishna R. Narayanan, Nick Duffield, Mingyuan Zhou, Xiaoning Qian
2019 J jnl
Variational Graph Recurrent Neural Networks.
CoRR
Ehsan Hajiramezanali, Arman Hasanzadeh, Nick Duffield, Krishna R. Narayanan, Mingyuan Zhou, Xiaoning Qian
2018 A* conf
A Semi-Supervised and Inductive Embedding Model for Churn Prediction of Large-Scale Mobile Games.
ICDM
Xi Liu, Muhe Xie, Xidao Wen, Rui Chen, Yong Ge, Nick Duffield, Na Wang
2018 J jnl
A Semi-Supervised and Inductive Embedding Model for Churn Prediction of Large-Scale Mobile Games.
CoRR
Xi Liu, Muhe Xie, Xidao Wen, Rui Chen, Yong Ge, Nick Duffield, Na Wang
2018 J jnl
Streaming Network Embedding through Local Actions.
CoRR
Xi Liu, Ping-Chun Hsieh, Nick Duffield, Rui Chen, Muhe Xie, Xidao Wen
2012 — conf
Characterizing data usage patterns in a large cellular network.
CellNet@SIGCOMM
Yu Jin, Nick Duffield, Alexandre Gerber, Patrick Haffner, Wen-Ling Hsu, Guy Jacobson, Subhabrata Sen, Shobha Venkataraman, Zhi-Li Zhang
2006 — conf
VMScope: a virtual multicast VPN performance monitor.
INM@SIGCOMM
Lee Breslau, Chris Chase, Nick Duffield, Bill Fenner, Yanhua Mao, Subhabrata Sen
2000 J jnl
Measurement and analysis of IP network usage and behavior.
IEEE Commun. Mag.
Ramón Cáceres, Nick Duffield, Anja Feldmann, John D. Friedmann, Albert G. Greenberg, Rick Greer, Theodore Johnson, Charles R. Kalmanek, Balachander Krishnamurthy, Dianne Lavelle, Partho Pratim Mishra, Jennifer Rexford, K. K. Ramakrishnan, Frederick D. True, Jacobus E. van der Merwe
2000 J jnl
The use of end-to-end multicast measurements for characterizing internal network behavior.
IEEE Commun. Mag.
Andrew K. Adams, Tian Bu, Timur Friedman, Joseph Horowitz, Don Towsley, Ramón Cáceres, Nick Duffield, Francesco Lo Presti, Sue B. Moon, Vern Paxson