Publications

Vyacheslav Kungurtsev, Adam Cobb, Tara Javidi, Brian Jalaian (2021). Decentralized Bayesian Learning with Metropolis-Adjusted Hamiltonian Monte Carlo.

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Adam D. Cobb, Brian Jalaian (2021). Scaling Hamiltonian Monte Carlo Inference for Bayesian Neural Networks with Symmetric Splitting. Accepted for the 37th Conference on Uncertainty in Artificial Intelligence (UAI 2021).

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Vignesh Sridharan, Mehul Motani, Brian Jalaian, Niranjan Suri (2021). Fountain Coding for Information Protection in Tactical Networks. ICMCIS.

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Yushun Dong, Kaize Ding, Brian Jalaian, Shuiwang Ji, Jundong Li (2021). Graph Neural Networks with Adaptive Frequency Response Filter.

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Michael J. De Lucia, Paul E. Maxwell, Nathaniel D. Bastian, Ananthram Swami, Brian Jalaian, Nandi Leslie (2021). Machine learning raw network traffic detection. SPIE 2021.

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Chengzhang Li, Yan Huang, Shaoran Li, Yongce Chen, Brian Jalaian, Y. Thomas Hou, Wenjing Lou, Jeffrey H. Reed, Sastry Kompella (2021). Minimizing AoI in a 5G-based IoT Network under Varying Channel Conditions. IEEE Internet of Things Journal.

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Shaoran Li, Yan Huang, Chengzhang Li, Brian Jalaian, Y. Thomas Hou, Wenjing Lou, Stephen Russell (2021). Maximize Spectrum Efficiency in Underlay Coexistence With Channel Uncertainty. IEEE/ACM ToN.

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Subhodip Biswas, Adam D Cobb, Andreea Sistrunk, Naren Ramakrishnan, Brian Jalaian (2020). Better call Surrogates: A hybrid Evolutionary Algorithm for Hyperparameter optimization. NeurIps Black Box Optimization Challenge.

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Benjamin M. Marlin, Tarek Abdelzaher, Gabriela Ciocarlie, Adam D. Cobb, Mark Dennison, Brian Jalaian, Lance Kaplan, Tiffany Raber, Adrienne Raglin, Piyush K. Sharma, Mani Srivastava, Theron Trout, Meet P. Vadera, Maggie Wigness (2020). On Uncertainty and Robustness in Large-Scale Intelligent Data Fusion Systems. CogMI 2020.

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Vignesh Sridharan, Mehul Motani, Brian Jalaian, Niranjan Suri (2020). Exploring Performance Trade-offs in Tactical Edge Networks. IEEE Communication Magazine.

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Ira S. Moskowitz, Nolan Bay, Brian Jalaian, Arnold Tunick (2020). Homology as an Adversarial Attack Indicator. Springer International Publishing.

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Meet P. Vadera, Adam D. Cobb, Brian Jalaian, Benjamin M. Marlin (2020). URSABench: Comprehensive Benchmarking of Approximate Bayesian Inference Methods for Deep Neural Networks. Presented at the ICML 2020 Workshop on Uncertainty and Robustness in Deep Learning.

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Stephen Russell, Ira S. Moskowitz, Brian Jalaian (2020). Chapter 4 - Context: Separating the forest and the trees—Wavelet contextual conditioning for AI. Academic Press.

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Meet P. Vadera, Brian Jalaian, Benjamin M. Marlin (2020). Generalized Bayesian Posterior Expectation Distillation for Deep Neural Networks. Uncertainty in Artificial Intelligence (UAI), Association for Uncertainty in Artificial Intelligence (AUAI).

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Meet P Vadera, Satya Narayan Shukla, Brian Jalaian, Benjamin M Marlin (2020). Assessing the Adversarial Robustness of Monte Carlo and Distillation Methods for Deep Bayesian Neural Network Classification. SafeAI Workshop/AAAI.

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Sunny Raj, Steven Fernandes, Sumit Jha, Somesh Jha, Brian Jalaian, Gunjan Verma, Ananthram Swami (2019). Attribution-Based Confidence Metric For Deep Neural Networks. Advances in Neural Information Processing Systems 32, NeurIPS.

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S Li, Y Huang, C Li, B Jalaian, S Russell, Y T Hou, W Lou, B MacCall (2019). A Real-Time Solution for Underlay Coexistence with Channel Uncertainty. 2019 IEEE Global Communications Conference (GLOBECOM).

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S Li, Y T Hou, W Lou, B Jalaian, S Russell, B MacCall (2019). Optimal Power Control with Channel Uncertainty in Ad Hoc Networks. MILCOM 2019 - 2019 IEEE Military Communications Conference (MILCOM).

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Leonardo Teixeira, Brian Jalaian, Bruno Ribeiro (2019). Are Graph Neural Networks Miscalibrated?. Learning and Reasoning with Graph-Structured Representations Workshop/ICLR.

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Susmit Jha, Sunny Raj, Steven Lawrence Fernandes, Sumit Kumar Jha, Somesh Jha, Gunjan Verma, Brian Jalaian, Ananthram Swami (2019). Attribution-driven causal analysis for detection of adversarial examples. SafeML/ ICLR Workshop.

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Brian Jalaian, Stephen Russell (2019). Uncertainty Quantification in Internet of Battlefield Things. Artificial Intelligence for the Internet of Everything.

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B. Jalaian, M. Lee, S. Russell (2019). Uncertain context: Uncertainty quantification in machine learning. AI Magazine.

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Y. Chen, S. Li, C. Li, Y.T. Hou, B. Jalaian (2019). To Cancel or Not to Cancel: Exploiting Interference Signal Strength in the Eigenspace for Efficient MIMO DoF Utilization. Proceedings - IEEE INFOCOM.

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Joseph Noor, Ahmed Ali-Eldin, Luis Garcia, Chirag Rao, Venkat R Dasari, Deepak Ganesan, Brian Jalaian, Prashant Shenoy, Mani Srivastava (2019). The Case for Robust Adaptation: Autonomic Resource Management is a Vulnerability. MILCOM 2019-2019 IEEE Military Communications Conference (MILCOM).

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Y. Huang, B. Jalaian, S. Russell, H. Samani (2019). Reaping the benefits of dynamic TDD in massive MIMO. IEEE Systems Journal.

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C. Li, Y. Huang, Y. Chen, B. Jalaian, Y.T. Hou, W. Lou (2019). Kronos: A 5G scheduler for AoI minimization under dynamic channel conditions. Proceedings - International Conference on Distributed Computing Systems.

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Y.-W. Kao, H. Samani, S.-C. Tasi, B. Jalaian, N. Suri, M. Lee (2019). Intelligent search, rescue, and disaster recovery via internet of things. Global IoT Summit, GIoTS 2019 - Proceedings.

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S.-C. Tsai, H. Samani, Y.-W. Kao, K. Zhu, B. Jalaian (2019). Design and development of interactive intelligent medical agent. Proceedings - 2018 IEEE International Conference on Artificial Intelligence and Virtual Reality, AIVR 2018.

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S. Li, Y. Huang, C. Li, B.A. Jalaian, Y.T. Hou, W. Lou (2019). Coping uncertainty in coexistence via exploitation of interference threshold violation. Proceedings of the International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc).

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Uyeong Jang, Somesh Susmit Jha, Brian Jalaian (2018). Detecting adversarial examples using data manifolds. 018 IEEE Military Communications Conference (MILCOM).

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T. Sondrol, T S⊘ndrol, B. Jalaian, N. Suri (2018). Investigating LoRa for the Internet of Battlefield Things: A Cyber Perspective. MILCOM 2018 - 2018 IEEE Military Communications Conference (MILCOM).

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Yan Huang, Brian Jalaian, Stephen Russell, Hooman Samani (2018). Technical Report on Efficient Integration of Dynamic TDD with Massive MIMO.

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Shaoran Li, Yan Huang, Chengzhang Li, Brian A Jalaian, Y Thomas Hou, Wenjing Lou (2018). Technical Report: Coping Uncertainty in Coexistence via Exploitation of Interference Threshold Violation.

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Ira S Moskowitz, Stephen Russell, Brian Jalaian (2018). Steganographic Internet of Things: Graph Topology Timing Channels. Workshops at the Thirty-Second AAAI Conference on Artificial Intelligence.

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V.R. Dasari, B. Jalaian, S. Bhat (2018). Programmable control plane for mission critical wireless networks. Journal of Defense Modeling and Simulation.

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B. Jalaian, M. Lee (2018). Power management for Internet of Things. Proceedings of SPIE - The International Society for Optical Engineering.

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B.A. Jalaian, X. Yuan, Y. Shi, Y.T. Hou, W. Lou, S.F. Midkiff, V. Dasari (2018). On the integration of SIC and MIMO DoF for interference cancellation in wireless networks. Wireless Networks.

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Brian Jalaian, Alec Koppel, Andre Harrison, James Michaelis, Stephen Russell (2018). On Stream-Centric Learning for Internet of Battlefield Things.

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B.Y. Li, H. Lin, H. Samani, L. Sadler, T. Gregory, B. Jalaian (2018). On 3D autonomous delivery systems: Design and development. International Conference on Advanced Robotics and Intelligent Systems, ARIS.

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B. Jalaian, T. Gregory, N. Suri, S. Russell, L. Sadler, M. Lee (2018). Evaluating LoRaWAN-based IoT devices for the tactical military environment. IEEE World Forum on Internet of Things, WF-IoT 2018 - Proceedings.

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Andre V Harrison, Darius Jefferson II, Adrienne Raglin, Michael Lee, Brian Jalaian (2018). A survey of feature space reduction methods for context aware processing in IoBT networks. International Command and Control Research and Technology Symposium.

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Andre Harrison, Darius Jefferson, Adrienne Raglin, Brian Jalaian, Michael Lee (2018). A survey of feature space reduction methods for context aware processing in IoBT networks.

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B. Jalaian, V. Dasari, Y.T. Hou (2017). Modeling and optimization for programmable unified control plane in heterogeneous wireless networks. 37th IEEE Sarnoff Symposium, Sarnoff 2016.

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X. Qin, H. Zeng, X. Yuan, B. Jalaian, Y.T. Hou, W. Lou, S.F. Midkiff (2017). Impact of full duplex scheduling on end-to-end throughput in multi-hop wireless networks. IEEE Transactions on Mobile Computing.

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Xiaoqi Qin, Huacheng Zeng, Xu Yuan, Brian Jalaian, Y. Thomas Hou, Wenjing Lou, Scott F. Midkiff (2017). Impact of Full Duplex Scheduling on End-to-End Throughput in Multi-Hop Wireless Networks. IEEE Transactions on Mobile Computing.

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Brian Jalaian, Hooman Samani, Michael Lee, Adrienne Raglin (2017). Aectffive Computing of Constitutional States for Human Information Interaction.

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B. Jalaian, V. Dasari, M. Motani (2017). A generalized optimization framework for control plane in tactical wireless networking. 2017 International Conference on Computing, Networking and Communications, ICNC 2017.

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R. Fronteddu, A. Morelli, E. Casini, N. Suri, B. Jalaian, L. Sadler (2017). A content and context-aware solution for network state exchange in tactical networks. Proceedings - IEEE Military Communications Conference MILCOM.

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Xu Yuan, Xiaoqi Qin, Feng Tian, Brian Jalaian, Yi Shi, Y. Thomas Hou, Wenjing Lou, Wade Trappe (2016). An Online Admission Control Algorithm for Dynamic Traffic in Underlay Coexistence Paradigm. IEEE Transactions on Cognitive Communications and Networking.

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Brian Jalaian, Venkat Dasari, Y. Thomas Hou (2016). Modeling and optimization for programmable unified control plane in heterogeneous wireless networks. 2016 IEEE 37th Sarnoff Symposium.

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Brian A Jalaian, Y Thomas Hou, Chair R Michael Buehrer, Venkat Dasari, Wenjing Lou, Jeffrey H Reed, Hanif D Sherali, Yi Shi (2016). On Programmable Control and Optimization for Multi-Hop Wireless Networks.

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X. Yuan, B. Jalaian, H.Y. Thomas, W. Lou, S.F. Midkiff, S. Kompella (2016). New coexistence and sharing paradigms for multihop secondary networks.

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Brian Jalaeian, Yi Shi, Xu Yuan, Y. Thomas Hou, Wenjing Lou, Scott F. Midkiff (2015). Harmonizing SIC and MIMO DoF Interference Cancellation for Efficient Network-Wide Resource Allocation. 2015 IEEE 12th International Conference on Mobile Ad Hoc and Sensor Systems.

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Brian Jalaian, Rongbo Zhu, Mehul Motani (2015). An optimal scheduling framework for concurrent transmissions in wireless cognitive radio networks. Telecommunication Systems.

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R. Zhu, X. Zhang, X. Liu, W. Shu, T. Mao, B. Jalaian (2015). ERDT: Energy-efficient reliable decision transmission for intelligent cooperative spectrum sensing in industrial lot. IEEE Access.

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X. Liu, R. Zhu, B. Jalaian, Y. Sun (2015). Dynamic Spectrum Access Algorithm Based on Game Theory in Cognitive Radio Networks. Mobile Networks and Applications.

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X. Zhang, X. Liu, H. Samani, B. Jalaian (2015). Cooperative spectrum sensing in cognitive wireless sensor networks. International Journal of Distributed Sensor Networks.

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Kening ZHU, Rongbo Zhu, Hideaki NII, Hooman Samani, Borhan (Brian) JALAEIAN (2014). PaperIO: A 3D Interface towards the Internet of Embedded Paper-Craft. IEICE Transactions on Information and Systems.

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Brian Jalaian, Mehul Motani (2009). Location Aware CR-MAC: A multi-channel cross layered PHY-MAC protocol for cognitive radio ad hoc networks. 2009 IEEE 9th Malaysia International Conference on Communications (MICC).

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Bastanfard Maryam, Jafari Shahram, Jalaian Brian (2007). Analysis of Sonographic Images of Breast.

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Maryam Bastanfard, Brian Jalaian, Shahram Jafari (2007). Analysis of Sonogram Images of Thyroid Gland Based on Wavelet Transform.

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