Kaushik Chowdhury

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All published works

Action	Title	Year	Authors
+ PDF Chat	Automatic AI Model Selection for Wireless Systems: Online Learning via Digital Twinning	2025	Qiushuo Hou Matteo Zecchin Sangwoo Park Yunlong Cai Guanding Yu Kaushik Chowdhury Osvaldo Simeone
+ PDF Chat	VERITAS: Verifying the Performance of AI-native Transceiver Actions in Base-Stations	2025	Nasim Soltani Michael Loehning Kaushik Chowdhury
+ PDF Chat	TIMESAFE: Timing Interruption Monitoring and Security Assessment for Fronthaul Environments	2024	Joshua Groen Simone Di Valerio Imtiaz Karim Davide Villa Y Zhang Leonardo Bonati Michele Polese Salvatore D’Oro Tommaso Melodia Elisa Bertino
+ PDF Chat	Automatic AI Model Selection for Wireless Systems: Online Learning via Digital Twinning	2024	Qiushuo Hou Matteo Zecchin Sangwoo Park Yunlong Cai Guanding Yu Kaushik Chowdhury Osvaldo Simeone
+ PDF Chat	TRACTOR: Traffic Analysis and Classification Tool for Open RAN	2024	Joshua Groen Mauro Belgiovine Utku Demir Brian Kim Kaushik Chowdhury
+ PDF Chat	Learning from the Best: Active Learning for Wireless Communications	2024	Nasim Soltani Jifan Zhang Batool Salehi Debashri Roy Robert Nowak Kaushik Chowdhury
+ PDF Chat	T-PRIME: Transformer-based Protocol Identification for Machine-learning at the Edge	2024	Mauro Belgiovine Joshua Groen Miquel Sirera Chinenye Tassie Sage Trudeau Stratis Ioannidis Kaushik Chowdhury
+ PDF Chat	Securing O-RAN Open Interfaces	2024	Joshua Groen Salvatore D’Oro Utku Demir Leonardo Bonati Davide Villa Michele Polese Tommaso Melodia Kaushik Chowdhury
+ PDF Chat	Securing O-RAN Open Interfaces	2024	Joshua Groen Salvatore D’Oro Utku Demir Leonardo Bonati Davide Villa Michele Polese Tommaso Melodia Kaushik Chowdhury
+ PDF Chat	Multiverse at the Edge: Interacting Real World and Digital Twins for Wireless Beamforming	2024	Batool Salehi Utku Demir Debashri Roy Suyash Pradhan Jennifer Dy Stratis Ioannidis Kaushik Chowdhury
+ PDF Chat	Learning from the Best: Active Learning for Wireless Communications	2024	Nasim Soltani Jifan Zhang Batool Salehi Debashri Roy Robert Nowak Kaushik Chowdhury
+	T-PRIME: Transformer-based Protocol Identification for Machine-learning at the Edge	2024	Mauro Belgiovine Joshua Groen Miquel Sirera Chinenye Tassie Ayberk yarkin Yildiz Sage Trudeau Stratis Ioannidis Kaushik Chowdhury
+ PDF Chat	Implementing and Evaluating Security in O-RAN: Interfaces, Intelligence, and Platforms	2024	Joshua Groen Salvatore D’Oro Utku Demir Leonardo Bonati Michele Polese Tommaso Melodia Kaushik Chowdhury
+ PDF Chat	Experimental Study of Adversarial Attacks on ML-Based xApps in O-RAN	2023	Naveen Naik Sapavath Brian Kim Kaushik Chowdhury Vijay K. Shah
+ PDF Chat	PRONTO: Preamble Overhead Reduction With Neural Networks for Coarse Synchronization	2023	Nasim Soltani Debashri Roy Kaushik Chowdhury
+	Implementing and Evaluating Security in O-RAN: Interfaces, Intelligence, and Platforms	2023	Joshua Groen Salvatore D’Oro Utku Demir Leonardo Bonati Michele Polese Tommaso Melodia Kaushik Chowdhury
+	Multiverse at the Edge: Interacting Real World and Digital Twins for Wireless Beamforming	2023	Batool Salehi Utku Demir Debashri Roy Suyash Pradhan Jennifer Dy Stratis Ioannidis Kaushik Chowdhury
+	Experimental Study of Adversarial Attacks on ML-based xApps in O-RAN	2023	Naveen Naik Sapavath Brian Kim Kaushik Chowdhury Vijay K. Shah
+	TRACTOR: Traffic Analysis and Classification Tool for Open RAN	2023	Joshua Groen Mauro Belgiovine Utku Demir Brian Kim Kaushik Chowdhury
+ PDF Chat	Neural Network-Based OFDM Receiver for Resource Constrained IoT Devices	2022	Nasim Soltani Hai Cheng Mauro Belgiovine Yanyu Li Haoqing Li Bahar Azari Salvatore D’Oro Tales Imbiriba Tommaso Melodia Pau Closas
+	Deep Learning on Multimodal Sensor Data at the Wireless Edge for Vehicular Network	2022	Batool Salehi Guillem Reus-Muns Debashri Roy Zifeng Wang Tong Jian Jennifer Dy Stratis Ioannidis Kaushik Chowdhury
+	AirNN: Neural Networks with Over-the-Air Convolution via Reconfigurable Intelligent Surfaces	2022	Sara García Sánchez Guillem Reus Muns Carlos Bocanegra Yanyu Li Ufuk Muncuk M. Yousof Naderi Yanzhi Wang Stratis Ioannidis Kaushik Chowdhury
+	Deep Learning on Multimodal Sensor Data at the Wireless Edge for Vehicular Network	2022	Batool Salehi Guillem Reus-Muns Debashri Roy Zifeng Wang Jian Tong Jennifer Dy Stratis Ioannidis Kaushik Chowdhury
+	Going Beyond RF: How AI-enabled Multimodal Beamforming will Shape the NextG Standard	2022	Debashri Roy Batool Salehi Stella Banou Subhramoy Mohanti Guillem Reus-Muns Mauro Belgiovine Prashant Ganesh Carlos Bocanegra Chris Dick Kaushik Chowdhury
+	Neural Network-based OFDM Receiver for Resource Constrained IoT Devices	2022	Nasim Soltani Hai Cheng Mauro Belgiovine Yanyu Li Haoqing Li Bahar Azari Salvatore D’Oro Tales Imbiriba Tommaso Melodia Pau Closas
+ PDF Chat	Colosseum: Large-Scale Wireless Experimentation Through Hardware-in-the-Loop Network Emulation	2021	Leonardo Bonati Pedram Johari Michele Polese Salvatore D’Oro Subhramoy Mohanti Miead Tehrani-Moayyed Davide Villa Shweta Shrivastava Chinenye Tassie Kurt Yoder
+	PRONTO: Preamble Overhead Reduction with Neural Networks for Coarse Synchronization	2021	Nasim Soltani Debashri Roy Kaushik Chowdhury
+	Colosseum: Large-Scale Wireless Experimentation Through Hardware-in-the-Loop Network Emulation	2021	Leonardo Bonati Pedram Johari Michele Polese Salvatore D’Oro Subhramoy Mohanti Miead Tehrani-Moayyed Davide Villa Shweta Shrivastava Chinenye Tassie Kurt Yoder
+ PDF Chat	Machine Learning on Camera Images for Fast mmWave Beamforming	2020	Batool Salehi Mauro Belgiovine Sara García Sánchez Jennifer Dy Stratis Ioannidis Kaushik Chowdhury
+ PDF Chat	Open-World Class Discovery with Kernel Networks	2020	Zifeng Wang Batool Salehi Andrey Gritsenko Kaushik Chowdhury Stratis Ioannidis Jennifer Dy
+ PDF Chat	Learn-Prune-Share for Lifelong Learning	2020	Zifeng Wang Tong Jian Kaushik Chowdhury Yanzhi Wang Jennifer Dy Stratis Ioannidis
+	Hacking the Waveform: Generalized Wireless Adversarial Deep Learning.	2020	Francesco Restuccia Salvatore D’Oro Amani Al-Shawabka Bruno Costa Rendon Kaushik Chowdhury Stratis Ioannidis Tommaso Melodia
+	Dynamic Channel Selection in UAVs through Constellations in the Sky.	2020	Guillem Reus Muns Mithun Diddi Hanumant Singh Kaushik Chowdhury
+	Learn-Prune-Share for Lifelong Learning	2020	Zifeng Wang Tong Jian Kaushik Chowdhury Yanzhi Wang Jennifer Dy Stratis Ioannidis
+	Open-World Class Discovery with Kernel Networks	2020	Zifeng Wang Batool Salehi Andrey Gritsenko Kaushik Chowdhury Stratis Ioannidis Jennifer Dy
+	Hacking the Waveform: Generalized Wireless Adversarial Deep Learning	2020	Francesco Restuccia Salvatore D’Oro Amani Al-Shawabka Bruno Costa Rendon Kaushik Chowdhury Stratis Ioannidis Tommaso Melodia
+	Dynamic Channel Selection in UAVs through Constellations in the Sky	2020	Guillem Reus Muns Mithun Diddi Hanumant Singh Kaushik Chowdhury
+ PDF Chat	Dynamic Channel Selection in UAVs through Constellations in the Sky	2019	Guillem Reus Muns Mithun Diddi Hanumant Singh Kaushik Chowdhury
+	DeepRadioID: Real-Time Channel-Resilient Optimization of Deep Learning-based Radio Fingerprinting Algorithms	2019	Francesco Restuccia Salvatore D’Oro Amani Al-Shawabka Mauro Belgiovine Luca Angioloni Stratis Ioannidis Kaushik Chowdhury Tommaso Melodia
+ PDF Chat	ORACLE: Optimized Radio clAssification through Convolutional neuraL nEtworks	2019	Kunal Sankhe Mauro Belgiovine Fan Zhou Shamnaz Riyaz Stratis Ioannidis Kaushik Chowdhury
+ PDF Chat	Beam Alignment and Tracking for Autonomous Vehicular Communication using IEEE 802.11ad-based Radar	2019	Guillem Reus Muns Kumar Vijay Mishra Carlos Bocanegra Guerra Yonina C. Eldar Kaushik Chowdhury
+	DeepRadioID: Real-Time Channel-Resilient Optimization of Deep Learning-based Radio Fingerprinting Algorithms	2019	Francesco Restuccia Salvatore D’Oro Amani Al-Shawabka Mauro Belgiovine Luca Angioloni Stratis Ioannidis Kaushik Chowdhury Tommaso Melodia
+	ORACLE: Optimized Radio clAssification through Convolutional neuraL nEtworks	2018	Kunal Sankhe Mauro Belgiovine Fan Zhou Shamnaz Riyaz Stratis Ioannidis Kaushik Chowdhury
+ PDF Chat	Beyond 5G: THz-Based Medium Access Protocol for Mobile Heterogeneous Networks	2018	Angela Sara Cacciapuoti Kunal Sankhe Marcello Caleffi Kaushik Chowdhury
+	ORACLE: Optimized Radio clAssification through Convolutional neuraL nEtworks	2018	Kunal Sankhe Mauro Belgiovine Fan Zhou Shamnaz Riyaz Stratis Ioannidis Kaushik Chowdhury
+	Beam Alignment and Tracking for Autonomous Vehicular Communication using IEEE 802.11ad-based Radar	2017	Guillem Reus Muns Kumar Vijay Mishra Carlos Bocanegra Guerra Yonnina C. Eldar Kaushik Chowdhury
+	Beam Alignment and Tracking for Autonomous Vehicular Communication using IEEE 802.11ad-based Radar	2017	Guillem Reus Muns Kumar Vijay Mishra Carlos Bocanegra Guerra Yonnina C. Eldar Kaushik Chowdhury
+ PDF Chat	Topology optimization for galvanic coupled wireless intra-body communication	2016	Meenupriya Swaminathan Ufuk Muncuk Kaushik Chowdhury
+ PDF Chat	High-Level System Design of IEEE 802.11b Standard-Compliant Link Layer for MATLAB-Based SDR	2016	Ramanathan Subramanian Benjamin Drozdenko Eric Doyle Rameez Ahmed Miriam Leeser Kaushik Chowdhury
+ PDF Chat	Leveraging Deliberately Generated Interferences for Multi-Sensor Wireless RF Power Transmission	2015	Raul G. Cid-Fuentes M. Yousof Naderi Rahman Doost-Mohammady Kaushik Chowdhury Albert Cabellos‐Aparicio Eduard Alarcón
+ PDF Chat	Performance Analysis of CSMA/CA based Medium Access in Full Duplex Wireless Communications	2015	Rahman Doost-Mohammady M. Yousof Naderi Kaushik Chowdhury
+ PDF Chat	Multi-Path Model and Sensitivity Analysis for Galvanic Coupled Intra-Body Communication Through Layered Tissue	2015	Meenupriya Swaminathan Ferran Simon Cabrera Joan Sebastia Pujol Ufuk Muncuk Gunar Schirner Kaushik Chowdhury
+	Leveraging Deliberately Generated Interferences for Multi-sensor Wireless RF Power Transmission	2015	Raul G. Cid-Fuentes M. Yousof Naderi Rahman Doost-Mohammady Kaushik Chowdhury Albert Cabellos‐Aparicio Eduard Alarcón
+ PDF Chat	Leveraging Deliberately Generated Interferences for Multi-Sensor Wireless RF Power Transmission	2014	Raul G. Cid-Fuentes M. Yousof Naderi Rahman Doost-Mohammady Kaushik Chowdhury Albert Cabellos‐Aparicio Eduard Alarcón
+	Impact of Mobile Transmitter Sources on Radio Frequency Wireless Energy Harvesting	2013	Antonio Hernández Coarasa Prusayon Nintanavongsa Sugata Sanyal Kaushik Chowdhury
+ PDF Chat	Impact of mobile transmitter sources on radio frequency wireless energy harvesting	2013	Antonio Hernández Coarasa Prusayon Nintanavongsa Salil K. Sanyal Kaushik Chowdhury
+	Impact of Mobile Transmitter Sources on Radio Frequency Wireless Energy Harvesting	2013	Antonio Hernández Coarasa Prusayon Nintanavongsa Sugata Sanyal Kaushik Chowdhury

Common Coauthors

Coauthor	Papers Together
Stratis Ioannidis	19
Mauro Belgiovine	13
Salvatore D’Oro	13
Tommaso Melodia	13
Batool Salehi	10
Joshua Groen	9
Jennifer Dy	9
Debashri Roy	9
Utku Demir	8
Michele Polese	7
Leonardo Bonati	7
Nasim Soltani	7
Guillem Reus Muns	7
Francesco Restuccia	6
Zifeng Wang	6
M. Yousof Naderi	5
Yanzhi Wang	5
Chinenye Tassie	4
Rahman Doost-Mohammady	4
Davide Villa	4
Kunal Sankhe	4
Amani Al-Shawabka	4
Eduard Alarcón	3
Yanyu Li	3
Prusayon Nintanavongsa	3
Carlos Bocanegra Guerra	3
Guillem Reus-Muns	3
Tong Jian	3
Hanumant Singh	3
Raul G. Cid-Fuentes	3
Mithun Diddi	3
Subhramoy Mohanti	3
Albert Cabellos‐Aparicio	3
Shamnaz Riyaz	3
Antonio Hernández Coarasa	3
Kumar Vijay Mishra	3
Ufuk Muncuk	3
Ajeet Bagga	2
Guanding Yu	2
Shweta Shrivastava	2
Tales Imbiriba	2
Andrey Gritsenko	2
Matteo Zecchin	2
Meenupriya Swaminathan	2
Jifan Zhang	2
Stefano Basagni	2
Pedram Johari	2
Pau Closas	2
Sara García Sánchez	2
Bruno Costa Rendon	2

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	7
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	4
+ PDF Chat	Intelligence and Learning in O-RAN for Data-Driven NextG Cellular Networks	2021	Leonardo Bonati Salvatore D’Oro Michele Polese Stefano Basagni Tommaso Melodia	3
+ PDF Chat	Millimeter-Wave Cellular Wireless Networks: Potentials and Challenges	2014	Sundeep Rangan Theodore S. Rappaport Elza Erkip	3
+ PDF Chat	Over-the-Air Deep Learning Based Radio Signal Classification	2018	Timothy J. O’Shea Tamoghna Roy T. Charles Clancy	3
+ PDF Chat	Convolutional Radio Modulation Recognition Networks	2016	Timothy J. O’Shea Johnathan Corgan T. Charles Clancy	3
+ PDF Chat	Device Fingerprinting in Wireless Networks: Challenges and Opportunities	2015	Qiang Xu Rong Zheng Walid Saad Zhu Han	3
+ PDF Chat	Beam Alignment and Tracking for Autonomous Vehicular Communication using IEEE 802.11ad-based Radar	2019	Guillem Reus Muns Kumar Vijay Mishra Carlos Bocanegra Guerra Yonina C. Eldar Kaushik Chowdhury	3
+ PDF Chat	ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression	2017	Jian-Hao Luo Jianxin Wu Weiyao Lin	2
+	Dynamic Network Surgery for Efficient DNNs	2016	Yiwen Guo Anbang Yao Yurong Chen	2
+	Semi-Supervised Classification with Graph Convolutional Networks	2016	Thomas Kipf Max Welling	2
+	An Empirical Investigation of Catastrophic Forgetting in Gradient-Based Neural Networks	2013	Ian Goodfellow Mehdi Mirza Xiao Da Aaron Courville Yoshua Bengio	2
+ PDF Chat	ExpandNet: A Deep Convolutional Neural Network for High Dynamic Range Expansion from Low Dynamic Range Content	2018	Demetris Marnerides Thomas Bashford‐Rogers J. P. L. Hatchett Kurt Debattista	2
+ PDF Chat	Inverse Multipath Fingerprinting for Millimeter Wave V2I Beam Alignment	2017	Vutha Va Junil Choi Takayuki Shimizu Gaurav Bansal Robert W. Heath	2
+	Network Pruning via Transformable Architecture Search	2019	Xuanyi Dong Yi Yang	2
+	Lifelong Learning with Dynamically Expandable Networks	2017	Jaehong Yoon Eunho Yang Jeongtae Lee Sung Ju Hwang	2
+	Learning Structured Sparsity in Deep Neural Networks	2016	Wei Wen Chunpeng Wu Yandan Wang Yiran Chen Hai Li	2
+ PDF Chat	PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning	2018	Arun Mallya Svetlana Lazebnik	2
+	Continual Learning with Deep Generative Replay	2017	Hanul Shin Jung Kwon Lee Jaehong Kim Jiwon Kim	2
+	Learning without Forgetting	2017	Zhizhong Li Derek Hoiem	2
+ PDF Chat	NISP: Pruning Networks Using Neuron Importance Score Propagation	2018	Ruichi Yu Ang Li Chun-Fu Chen Jui-Hsin Lai Vlad I. Morariu Xintong Han Mingfei Gao Ching‐Yung Lin Larry S. Davis	2
+ PDF Chat	Channel Pruning for Accelerating Very Deep Neural Networks	2017	Yihui He Xiangyu Zhang Jian Sun	2
+ PDF Chat	Optimal transport theory for power-efficient deployment of unmanned aerial vehicles	2016	Mohammad Mozaffari Walid Saad Mehdi Bennis Mérouane Debbah	2
+	Overcoming catastrophic forgetting in neural networks	2017	James Kirkpatrick Razvan Pascanu Neil C. Rabinowitz Joel Veness Guillaume Desjardins Andrei A. Rusu Kieran Milan John Quan Tiago Ramalho Agnieszka Grabska‐Barwińska	2
+ PDF Chat	Wireless interference identification with convolutional neural networks	2017	Malte Schmidt Dimitri Block Uwe Meier	2
+	An Introduction to Machine Learning Communications Systems.	2017	Timothy J. O’Shea Jakob Hoydis	2
+	Non-Local Manifold Parzen Windows	2005	Yoshua Bengio Hugo Larochelle Pascal Vincent	2
+	Unsupervised Deep Embedding for Clustering Analysis	2015	Junyuan Xie Ross Girshick Ali Farhadi	2
+	Methods of conjugate gradients for solving linear systems	1952	Magnus R. Hestenes Eduard Stiefel	2
+	Unseen Class Discovery in Open-world Classification	2018	Lei Shu Hu Xu Bing Liu	2
+	A Tutorial on UAVs for Wireless Networks: Applications, Challenges, and Open Problems	2019	Mohammad Mozaffari Walid Saad Mehdi Bennis Young‐Han Nam Mérouane Debbah	2
+ PDF Chat	Machine learning for wireless communications in the Internet of Things: A comprehensive survey	2019	Jithin Jagannath Nicholas Polosky Anu Jagannath Francesco Restuccia Tommaso Melodia	2
+ PDF Chat	Coding the Beams: Improving Beamforming Training in mmWave Communication System	2011	Y. Ming Tsang Ada S. Y. Poon Sateesh Addepalli	2
+	Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms	2017	Xiao Han Kashif Rasul Roland Vollgraf	2
+ PDF Chat	5G MIMO Data for Machine Learning: Application to Beam-Selection Using Deep Learning	2018	Aldebaro Klautau Pedro Batista Nuria González–Prelcic Yuyang Wang Robert W. Heath	2
+	Continual lifelong learning with neural networks: A review	2019	German I. Parisi Ronald Kemker Jose L. Part Christopher Kanan Stefan Wermter	2
+	Anomaly Detection using One-Class Neural Networks.	2018	Raghavendra Chalapathy Aditya Krishna Menon Sanjay Chawla	2
+ PDF Chat	A Systematic DNN Weight Pruning Framework Using Alternating Direction Method of Multipliers	2018	Tianyun Zhang Shaokai Ye Kaiqi Zhang Jian Tang Wujie Wen Makan Fardad Yanzhi Wang	2
+	Outlier detection using k-nearest neighbour graph	2004	Ville Hautamäki Ismo Kärkkäinen Pasi Fränti	2
+ PDF Chat	Securing the Internet of Things in the Age of Machine Learning and Software-Defined Networking	2018	Francesco Restuccia Salvatore D’Oro Tommaso Melodia	2
+	Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks	2018	Yang He Guoliang Kang Xuanyi Dong Yanwei Fu Yi Yang	2
+ PDF Chat	A Survey on Deep Transfer Learning	2018	Chuanqi Tan Fuchun Sun Tao Kong Wenchang Zhang Chao Yang Chunfang Liu	2
+	A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks	2016	Dan Hendrycks Kevin Gimpel	2
+	Generative replay with feedback connections as a general strategy for continual learning	2018	Gido M. van de Ven Andreas S. Tolias	2
+	Rethinking the Value of Network Pruning	2018	Zhuang Liu Mingjie Sun Tinghui Zhou Gao Huang Trevor Darrell	2
+ PDF Chat	Towards Open Set Deep Networks	2016	Abhijit Bendale Terrance E. Boult	2
+	Continual Learning via Neural Pruning	2019	Siavash Golkar M. Kagan Kyunghyun Cho	2
+ PDF Chat	Memory Aware Synapses: Learning What (not) to Forget	2018	Rahaf Aljundi Francesca Babiloni Mohamed Elhoseiny Marcus Rohrbach Tinne Tuytelaars	2
+	Progressive Weight Pruning of Deep Neural Networks using ADMM	2018	Shaokai Ye Tianyun Zhang Kaiqi Zhang Jiayu Li Kaidi Xu Yunfei Yang Fuxun Yu Jian Tang Makan Fardad Sijia Liu	2
+ PDF Chat	Sub-Nyquist channel estimation over IEEE 802.11ad link	2017	Kumar Vijay Mishra Yonina C. Eldar	2