Pin-Yu Chen  Pin-Yu Chen photo       

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Research Staff Member, AI Foundations
Thomas J. Watson Research Center, Yorktown Heights, NY USA

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More information:  personal website


2017

Revisiting Spectral Graph Clustering with Generative Community Models
Chen, Pin-Yu and Wu, Lingfei
arXiv preprint arXiv:1709.04594, 2017
Abstract

EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples
Chen, Pin-Yu and Sharma, Yash and Zhang, Huan and Yi, Jinfeng and Hsieh, Cho-Jui
arXiv preprint arXiv:1709.04114, 2017
Abstract

Learning Graph Topological Features via GAN
Liu, Weiyi and Cooper, Hal and Oh, Min Hwan and Yeung, Sailung and Chen, Pin-yu and Suzumura, Toyotaro and Chen, Lingli
arXiv preprint arXiv:1709.03545, 2017
Abstract

Multilayer Spectral Graph Clustering via Convex Layer Aggregation: Theory and Algorithms
Chen, Pin-Yu and Hero, Alfred O
IEEE Transactions on Signal and Information Processing over Networks 3(3), 553--567, IEEE, 2017
Abstract

Analysis of Information Delivery Dynamics in Cognitive Sensor Networks Using Epidemic Models
Chen, Pin-Yu and Cheng, Shin-Ming and Hsu, Hui-Yu
IEEE Internet of Things Journal, IEEE, 2017
Abstract

Bias-Variance Tradeoff of Graph Laplacian Regularizer
Chen, Pin-Yu and Liu, Sijia
IEEE Signal Processing Letters, IEEE, 2017
Abstract

Principled Multilayer Network Embedding
Liu, Weiyi and Yeung, Sailung and Chen, Pin-Yu and Suzumura, Toyotaro and Chen, Lingli
arXiv preprint arXiv:1709.03551, 2017
Abstract

Genome Architecture Leads a Bifurcation in Cell Identity
Liu, Sijia and Chen, Haiming and Ronquist, Scott and Seaman, Laura and Ceglia, Nicholas and Meixner, Walter and Muir, Lindsey A and Chen, Pin-Yu and Higgins, Gerald and Baldi, Pierre and others
bioRxiv, 151555, Cold Spring Harbor Laboratory, 2017
Abstract

Accelerated Distributed Dual Averaging over Evolving Networks of Growing Connectivity
Liu, Sijia and Chen, Pin-Yu and Hero, Alfred O
arXiv preprint arXiv:1704.05193, 2017
Abstract

ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks without Training Substitute Models
Chen, Pin-Yu and Zhang, Huan and Sharma, Yash and Yi, Jinfeng and Hsieh, Cho-Jui
arXiv preprint arXiv:1708.03999, 2017
Abstract

Can GAN Learn Topological Features of a Graph?
Liu, Weiyi and Chen, Pin-Yu and Cooper, Hal and Oh, Min Hwan and Yeung, Sailung and Suzumura, Toyotaro
arXiv preprint arXiv:1707.06197, 2017
Abstract

DISTRIBUTED OPTIMIZATION FOR EVOLVING NETWORKS OF GROWING CONNECTIVITY
Alfred, Sijia Liu Pin-Yu Chen and Hero III, O
ICASSP, 2017
Abstract

Traffic-aware Patching for Cyber Security in Mobile IoT
Cheng, Shin-Ming and Chen, Pin-Yu and Lin, Ching-Chao and Hsiao, Hsu-Chun
arXiv preprint arXiv:1703.05400, 2017
Abstract


2016

Security and Privacy in Internet of Things (IoTs): Models, Algorithms, and Implementations
Hu, Fei
2016 - books.google.com, CRC Press
Abstract

FEAST: An Automated Feature Selection Framework for Compilation Tasks
Ting, Pai-Shun and Tu, Chun-Chen and Chen, Pin-Yu and Lo, Ya-Yun and Cheng, Shin-Ming
arXiv preprint arXiv:1610.09543, 2016
Abstract

Decapitation via digital epidemics: a bio-inspired transmissive attack
Chen, Pin-Yu and Lin, Ching-Chao and Cheng, Shin-Ming and Hsiao, Hsu-Chun and Huang, Chun-Ying
IEEE Communications Magazine 54(6), 75--81, IEEE, 2016
Abstract

Security and Privacy in Internet of Things (IoTs) Models, Algorithms, and Implementations
Jeyanthi, N and Chen, Pin-Yu and Jayaraman, Bharat and Kannimoola, Jinesh M and Achuthan, Krishnashree and Cheng, Shin-Ming and Chen, Kwang-Cheng and Brauchli, Andreas and Li, Depeng and Xu, Miao and others
book chapter, 2016
Abstract

Multilayer Spectral Graph Clustering via Convex Layer Aggregation
Chen, Pin-Yu and Hero III, Alfred O
arXiv preprint arXiv:1609.07200, 2016
Abstract

Analysis and Actions on Graph Data
Chen, Pin-Yu
Ph.D. Thesis, 2016
Abstract

Identifying Influential Links for Event Propagation on Twitter: A Network of Networks Approach
Chen, Pin-Yu and Tu, Chun-Chen and Ting, Pai-Shun and Lo, Ya-Yun and Koutra, Danai and Hero III, Alfred O
arXiv preprint arXiv:1609.05378, 2016
Abstract

Delay Models for Epidemic-Like Routing in Multihop Secondary Networks
Chen, Pin-Yu and Cheng, Shin-Ming and Ao, Weng Chon and Hsu, Hui-Yu and Chen, Kwang-Cheng
Introduction to Cognitive Radio Networks and Applications, 185, CRC Press, 2016
Abstract

Ecology-based DoS attack in cognitive radio networks
Cheng, Shin-Ming and Chen, Pin-Yu
Security and Privacy Workshops (SPW), 2016 IEEE, pp. 104--110
Abstract

Buffer occupancy and delivery reliability tradeoffs for epidemic routing
Chen, Pin-Yu and Sung, Meng-Hsuan and Cheng, Shin-Ming
arXiv preprint arXiv:1601.06345, 2016
Abstract

Multi-centrality graph spectral decompositions and their application to cyber intrusion detection
Chen, Pin-Yu and Choudhury, Sutanay and Hero, Alfred O
Acoustics, Speech and Signal Processing (ICASSP), 2016 IEEE International Conference on, pp. 4553--4557
Abstract

Amos: An automated model order selection algorithm for spectral graph clustering
Chen, Pin-Yu and Gensollen, Thibaut and Hero III, Alfred O
arXiv preprint arXiv:1609.06457, 2016
Abstract

Phase transitions and a model order selection criterion for spectral graph clustering
Chen, Pin-Yu and Hero, Alfred O
arXiv preprint arXiv:1604.03159, 2016
Abstract


2015

Multivariate and Categorical Analysis of Gaming Statistics
Chen, Pin-Yu and Qi, Zhengling and Pan, Yanxin and Cheng, Shin-Ming
Network-Based Information Systems (NBiS), 2015 18th International Conference on, pp. 286--293
Abstract

Phase transitions in spectral community detection of large noisy networks
Chen, Pin-Yu and Hero, Alfred O
Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on, pp. 3402--3406
Abstract

Incremental method for spectral clustering of increasing orders
Chen, Pin-Yu and Zhang, Baichuan and Hasan, Mohammad Al and Hero, Alfred O
arXiv preprint arXiv:1512.07349, 2015
Abstract

Supervised collective classification for crowdsourcing
Chen, Pin-Yu and Lien, Chia-Wei and Chu, Fu-Jen and Ting, Pai-Shun and Cheng, Shin-Ming
Globecom Workshops (GC Wkshps), 2015 IEEE, pp. 1--6
Abstract

Action recommendation for cyber resilience
Choudhury, Sutanay and Rodriguez, Luke and Curtis, Darren and Oler, Kiri and Nordquist, Peter and Chen, Pin-Yu and Ray, Indrajit
Proceedings of the 2015 Workshop on Automated Decision Making for Active Cyber Defense, pp. 3--8
Abstract

Phase transitions in spectral community detection
Chen, Pin-Yu and Hero, Alfred O
IEEE Transactions on Signal Processing 63(16), 4339--4347, IEEE, 2015
Abstract

Sequential defense against random and intentional attacks in complex networks
Chen, Pin-Yu and Cheng, Shin-Ming
Physical Review E 91(2), 022805, APS, 2015
Abstract

When crowdsourcing meets mobile sensing: a social network perspective
Chen, Pin-Yu and Cheng, Shin-Ming and Ting, Pai-Shun and Lien, Chia-Wei and Chu, Fu-Jen
IEEE Communications Magazine 53(10), 157--163, IEEE, 2015
Abstract

Universal phase transition in community detectability under a stochastic block model
Chen, Pin-Yu and Hero III, Alfred O
Physical Review E 91(3), 032804, APS, 2015
Abstract

Deep community detection
Chen, Pin-Yu and Hero, Alfred O
IEEE Transactions on Signal Processing 63(21), 5706--5719, IEEE, 2015
Abstract


2014

Modeling dynamics of malware with incubation period from the view of individual
Chen, Pin-Yu and Lin, Han-Feng and Hsu, Ko-Hsuan and Cheng, Shin-Ming
Vehicular Technology Conference (VTC Spring), 2014 IEEE 79th, pp. 1--5
Abstract

A Game-THEORETIC ATTACK AND DEFENSE MODEL FOR SMART GRID
Chen, Pin-Yu
Smart Grids: Technologies, Applications and Management Systems, pp. 125, 2014
Abstract

Local Fiedler vector centrality for detection of deep and overlapping communities in networks
Chen, Pin-Yu and Hero, Alfred O
Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on, pp. 1120--1124
Abstract

Information fusion to defend intentional attack in internet of things
Chen, Pin-Yu and Cheng, Shin-Ming and Chen, Kwang-Cheng
IEEE Internet of Things Journal 1(4), 337--348, IEEE, 2014
Abstract

Assessing and safeguarding network resilience to nodal attacks
Chen, Pin-Yu and Hero, Alfred O
IEEE Communications Magazine 52(11), 138--143, IEEE, 2014
Abstract

Optimal control of epidemic information dissemination over networks
Chen, Pin-Yu and Cheng, Shin-Ming and Chen, Kwang-Cheng
IEEE transactions on cybernetics 44(12), 2316--2328, IEEE, 2014
Abstract


2013

Diffusion models for information dissemination dynamics in wireless complex communication networks
Cheng, Shin-Ming and Karyotis, Vasileios and Chen, Pin-Yu and Chen, Kwang-Cheng and Papavassiliou, Symeon
Journal of Complex Systems2013, Hindawi Publishing Corporation
Abstract

Node removal vulnerability of the largest component of a network
Chen, Pin-Yu and Hero, Alfred O
Global Conference on Signal and Information Processing (GlobalSIP), 2013 IEEE, pp. 587--590
Abstract


2012

Rate--reliability--delay tradeoff of multipath transmission using network coding
Ao, Weng Chon and Chen, Pin-Yu and Chen, Kwang-Cheng
IEEE Transactions on Vehicular Technology 61(5), 2336--2342, IEEE, 2012
Abstract

Rate--reliability--delay tradeoff of multipath transmission using network coding
Ao, Weng Chon and Chen, Pin-Yu and Chen, Kwang-Cheng
IEEE Transactions on Vehicular Technology 61(5), 2336--2342, IEEE, 2012
Abstract

Rate-delay enhanced multipath transmission scheme via network coding in multihop networks
Chen, Pin-Yu and Ao, Weng Chon and Chen, Kwang-Cheng
IEEE Communications Letters 16(3), 281--283, IEEE, 2012
Abstract

Smart attacks in smart grid communication networks
Chen, Pin-Yu and Cheng, Shin-Ming and Chen, Kwang-Cheng
IEEE Communications Magazine 50(8), IEEE, 2012
Abstract


2011

Topology control in multi-channel cognitive radio networks with non-uniform node arrangements
Chen, Pin-Yu and Karyotis, Vasileios and Papavassiliou, Symeon and Chen, Kwang-Cheng
Computers and Communications (ISCC), 2011 IEEE Symposium on, pp. 1033--1037
Abstract

On modeling malware propagation in generalized social networks
Cheng, Shin-Ming and Ao, Weng Chon and Chen, Pin-Yu and Chen, Kwang-Cheng
IEEE Communications Letters 15(1), 25--27, IEEE, 2011
Abstract

Reciprocal spectrum sharing game and mechanism in cellular systems with cognitive radio users
Chen, Pin-Yu and Ao, Weng Chon and Lin, Shih-Chun and Chen, Kwang-Cheng
GLOBECOM Workshops (GC Wkshps), 2011 IEEE, pp. 981--985
Abstract

Intentional attack and fusion-based defense strategy in complex networks
Chen, Pin-Yu and Chen, Kwang-Cheng
Global Telecommunications Conference (GLOBECOM 2011), 2011 IEEE, pp. 1--5
Abstract

Ecology of cognitive radio ad hoc networks
Cheng, Shin-Ming and Chen, Pin-Yu and Chen, Kwang-Cheng
IEEE Communications Letters 15(7), 764--766, IEEE, 2011
Abstract

Optimal control of epidemic information dissemination in mobile ad hoc networks
Chen, Pin-Yu and Chen, Kwang-Cheng
Global Telecommunications Conference (GLOBECOM 2011), 2011 IEEE, pp. 1--5
Abstract

Network synchronization among femtocells
Lien, Shao-Yu and Lee, Hou-Hsun and Shih, Sung-Yin and Chen, Pin-Yu and Chen, Kwang-Cheng
GLOBECOM Workshops (GC Wkshps), 2011 IEEE, pp. 248--252
Abstract

Multi-path routing with end-to-end statistical QoS provisioning in underlay cognitive radio networks
Chen, Pin-Yu and Cheng, Shin-Ming and Ao, Weng Chon and Chen, Kwang-Cheng
Computer Communications Workshops (INFOCOM WKSHPS), 2011 IEEE Conference on, pp. 7--12
Abstract


2010

Information epidemics in complex networks with opportunistic links and dynamic topology
Chen, Pin-Yu and Chen, Kwang-Cheng
Global Telecommunications Conference (GLOBECOM 2010), 2010 IEEE, pp. 1--6
Abstract