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