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Electrical Engineering

Publication DateArticle TitleAuthor(s)
2-Feb-2022Machine Learning Assisted Security Analysis of 5G-Network-Connected SystemsSaha, Tanujay; Aaraj, Najwa; Jha, Niraj K
3-Jan-2022Powerful Organic Molecular Oxidants and Reductants Enable Ambipolar Injection in a Large-Gap Organic Homojunction DiodeSmith, Hannah L; Dull, Jordan T; Mohapatra, Swagat K; Al Kurdi, Khaled; Barlow, Stephen; et al
2022INFORM: Inverse Design Methodology for Constrained Multi-objective OptimizationTerway, Prerit; Jha, Niraj K
2022FlexiBERT: Are Current Transformer Architectures too Homogeneous and Rigid?Tuli, Shikhar; Dedhia, Bhishma; Tuli, Shreshth; Jha, Niraj K
2022CODEBench: A Neural Architecture and Hardware Accelerator Co-Design FrameworkTuli, Shikhar; Li, Chia-Hao; Sharma, Ritvik; Jha, Niraj K
2022When Is Partially Observable Reinforcement Learning Not Scary?Liu, Qinghua; Chung, Alan; Szepesvári, Csaba; Jin, Chi
31-Dec-2021Learned Factor Graphs for Inference From Stationary Time SequencesShlezinger, Nir; Farsad, Nariman; Eldar, Yonina C; Goldsmith, Andrea J
Dec-2021AutoSVA: Democratizing Formal Verification of RTL Module InteractionsOrenes-Vera, Marcelo; Manocha, Aninda; Wentzlaff, David; Martonosi, Margaret
24-Nov-2021CovidDeep: SARS-CoV-2/COVID-19 Test Based on Wearable Medical Sensors and Efficient Neural NetworksHassantabar, Shayan; Stefano, Novati; Ghanakota, Vishweshwar; Ferrari, Alessandra; Nicola, Gregory N; et al
20-Oct-2021High-phase purity two-dimensional perovskites with 17.3% efficiency enabled by interface engineering of hole transport layerSidhik, Siraj; Wang, Yafei; Li, Wenbin; Zhang, Hao; Zhong, Xinjue; et al
19-Oct-2021Fast Design Space Exploration of Nonlinear Systems: Part INarain, Sanjai; Mak, Emily; Chee, Dana; Englot, Brendan; Pochiraju, Kishore; et al
12-Oct-2021Fast Design Space Exploration of Nonlinear Systems: Part IITerway, Prerit; Hamidouche, Kenza; Jha, Niraj K
6-Oct-2021Decentralized Optimization Over Noisy, Rate-Constrained Networks: Achieving Consensus by Communicating DifferencesSaha, Rajarshi; Rini, Stefano; Rao, Milind; Goldsmith, Andrea J
29-Sep-2021SCANN: Synthesis of Compact and Accurate Neural NetworksHassantabar, Shayan; Wang, Zeyu; Jha, Niraj K
17-Sep-2021Ultrahigh-Resolution, Label-Free Hyperlens Imaging in the Mid-IRHe, Mingze; Iyer, Ganjigunte RS; Aarav, Shaurya; Sunku, Sai S; Giles, Alexander J; et al
16-Sep-2021Privacy Enhancing Machine Learning via Removal of Unwanted DependenciesAl, Mert; Yagli, Semih; Kung, Sun-Yuan
17-Aug-2021Convergence of Federated Learning Over a Noisy DownlinkAmiri, Mohammad Mohammadi; Gunduz, Deniz; Kulkarni, Sanjeev R; Poor, H Vincent
12-Aug-2021Materials challenges for quantum technologies based on color centers in diamondRodgers, Lila VH; Hughes, Lillian B; Xie, Mouzhe; Maurer, Peter C; Kolkowitz, Shimon; et al
9-Jun-2021Unified Models for Coupled Inductors Applied to Multiphase PWM ConvertersChen, Minjie; Sullivan, Charles
25-May-2021GRAVITAS: Graphical Reticulated Attack Vectors for Internet-of-Things Aggregate SecurityBrown, Jacob; Saha, Tanujay; Jha, Niraj K