2022

Xiaowu Sun, Yasser Shoukry: NNSynth: Neural Network Guided Abstraction-Based Controller Synthesis for Stochastic Systems. CDC 2022: 2905-2910, December 6-9, 2022, Cancun, Mexico

Ulices Santa Cruz, James Ferlez, Yasser Shoukry: Safe-by-Repair: A Convex Optimization Approach for Repairing Unsafe Two-Level Lattice Neural Network Controllers. CDC 2022: 3383-3388, December 6-9, 2022, Cancun, Mexico

Qifan Zhang, Junjie Shen, Mingtian Tan, Zhe Zhou, Zhou Li, Qi Alfred Chen, Haipeng Zhang: Play the Imitation Game: Model Extraction Attack against Autonomous Driving Localization. ACSAC 2022: 56-70, December 5-9, 2022, Austin, TX, USA

Anomadarshi Barua, Lelin Pan, Mohammad Abdullah Al Faruque: BayesImposter: Bayesian Estimation Based.bss Imposter Attack on Industrial Control Systems. ACSAC 2022: 440-454, December 5-9, 2022, Austin, TX, USA

Mingoo Ji, Saehanseul Yi, Changjin Koo, Sol Ahn, Dongjoo Seo, Nikil D. Dutt, Jong-Chan Kim: Demand Layering for Real-Time DNN Inference with Minimized Memory Usage. RTSS 2022: 291-304, December 5-8, 2022, Houston, TX, USA

Mohammad Abdullah Al Faruque: Cross-Layer Security of Embedded and Cyber-Physical Systems. AMSec@CCS 2022: 39-40, November 11, 2022, Los Angeles, CA, USA

Yunpeng Luo, Ziwen Wan, Qi Alfred Chen: Poster: Towards Complete Computation Graph Generation for Security Assessment of ROS Applications. CCS 2022: 3411-3413, November 7-11, 2022, Los Angeles, CA, USA

Takami Sato, Yuki Hayakawa, Ryo Suzuki, Yohsuke Shiiki, Kentaro Yoshioka, Qi Alfred Chen: Poster: Towards Large-Scale Measurement Study on LiDAR Spoofing Attacks against Object Detection. CCS 2022: 3459-3461, November 7-11, 2022, Los Angeles, CA, USA

Ningfei Wang, Yunpeng Luo, Takami Sato, Kaidi Xu, Qi Alfred Chen: Poster: On the System-Level Effectiveness of Physical Object-Hiding Adversarial Attack in Autonomous Driving. CCS 2022: 3479-3481, November 7-11, 2022, Los Angeles, CA, USA

Anomadarshi Barua, Yonatan Gizachew Achamyeleh, Mohammad Abdullah Al Faruque: A Wolf in Sheep’s Clothing: Spreading Deadly Pathogens Under the Disguise of Popular Music. CCS 2022: 277-291, November 7-11, 2022, Los Angeles, CA, USA

Luke Chen, Mohanad Odema, Mohammad Abdullah Al Faruque: Romanus:Robust Task Offloading in Modular Multi-Sensor Autonomous Driving Systems. ICCAD 2022: 162:1-162:8, October 30-November 3, 2022, San Diego, CA, USA

Anomadarshi Barua, Mohammad Abdullah Al Faruque: Sensor Security: Current Progress, Research Challenges, and Future Roadmap (Invited Paper). ICCAD 2022: 12:1-12:7, October 30-November 3, 2022, San Diego, CA, USA

Che-Kai Liu, Haobang Chen, Mohsen Imani, Kai Ni, Arman Kazemi, Ann Franchesca Laguna, Michael T. Niemier, Xiaobo Sharon Hu, Liang Zhao, Cheng Zhuo, Xunzhao Yin: COSIME: FeFET Based Associative Memory for In-Memory Cosine Similarity Search. ICCAD 2022: 137:1-137:9, October 30-November 3, 2022, San Diego, CA, USA

Hanning Chen, Mariam Issa, Yang Ni, Mohsen Imani: DARL: Distributed Reconfigurable Accelerator for Hyperdimensional Reinforcement Learning. ICCAD 2022: 84:1-84:9, October 30-November 3, 2022, San Diego, CA, USA

Yang Ni, Nicholas A. Lesica, Fan-Gang Zeng, Mohsen Imani: Neurally-Inspired Hyperdimensional Classification for Efficient and Robust Biosignal Processing. ICCAD 2022: 34:1-34:9, October 30-November 3, 2022, San Diego, CA, USA

Sizhe Zhang, Mohsen Imani, Xun Jiao: ScaleHD: Robust Brain-Inspired Hyperdimensional Computing via Adapative Scaling. ICCAD 2022: 31:1-31:9, October 30-November 3, 2022, San Diego, CA, USA

Anomadarshi Barua, Mohammad Abdullah Al Faruque: HALC: A Real-time In-sensor Defense against the Magnetic Spoofing Attack on Hall Sensors. RAID 2022: 185-199, October 26-28, 2022, Limassol, Cyprus

Hsin-Wei Hung, Yingtong Liu, Ardalan Amiri Sani: Sifter: protecting security-critical kernel modules in Android through attack surface reduction. MobiCom 2022: 623-635, October 17-21, 2022, Sydney, Australia

Hussam Amrouch, Mohsen Imani, Xun Jiao, Yiannis Aloimonos, Cornelia Fermüller, Dehao Yuan, Dongning Ma, Hamza Errahmouni Barkam, Paul R. Genssler, Peter Sutor Jr.: Brain-Inspired Hyperdimensional Computing for Ultra-Efficient Edge AI. CODES+ISSS 2022: 25-34, October 7-14, 2022, Shanghai, China

Dongjoo Seo, Biswadip Maity, Ping-Xiang Chen, Dukyoung Yun, Bryan Donyanavard, Nikil D. Dutt: ProSwap: Period-aware Proactive Swapping to Maximize Embedded Application Performance. NAS 2022: 1-4, October 3-4, 2022, Philadelphia, PA, USA

Sonali Singh, Anup Sarma, Sen Lu, Abhronil Sengupta, Mahmut T. Kandemir, Emre Neftci, Vijaykrishnan Narayanan, Chita R. Das: Skipper: Enabling efficient SNN training through activation-checkpointing and time-skipping. MICRO 2022: 565-581, October 1-5, 2022, Chicago, IL, USA

Qi Huang, Waseem Alkhayer, Mohammed E. Fouda, Abdulkadir Celik, Ahmed M. Eltawil: Wearable Vital Signal Monitoring Prototype Based on Capacitive Body Channel Communication. BSN 2022: 1-5, September 27-30, 2022, Ioannina, Greece

Mohd Hamza Naim Shaikh, Sultangali Arzykulov, Abdulkadir Celik, Ahmed M. Eltawil, Galymzhan Nauryzbayev: Performance of RIS-empowered NOMA-based D2D Communication under Nakagami-m Fading. VTC Fall 2022: 1-5, September26-29, 2022, London, United Kingdom

Jeffrey L. Krichmar, Nicholas A. Ketz, Praveen K. Pilly, Andrea Soltoggio: Flexible Path Planning in a Spiking Model of Replay and Vicarious Trial and Error. SAB 2022: 177-189, September 20-23, 2022, Cergy-Pontoise, France

Jinwei Xing, Xinyun Zou, Praveen K. Pilly, Nicholas A. Ketz, Jeffrey L. Krichmar: Adapting to Environment Changes Through Neuromodulation of Reinforcement Learning. SAB 2022: 115-126, September 20-23, 2022, Cergy-Pontoise, France

Berken Utku Demirel, Luke Chen, Mohammad Abdullah Al Faruque: Neural Contextual Bandits Based Dynamic Sensor Selection for Low-Power Body-Area Networks. ISLPED 2022: 18:1-18:6, August 1-3, 2022, Boston, MA, USA

Lars Niedermeier, Kexin Chen, Jinwei Xing, Anup Das, Jeffrey Kopsick, Eric Scott, Nate Sutton, Killian Weber, Nikil D. Dutt, Jeffrey L. Krichmar: CARLsim 6: An Open Source Library for Large-Scale, Biologically Detailed Spiking Neural Network Simulation. IJCNN 2022: 1-10, July18-23, 2022, Padua, Italy

Takashi Nagata, Jinwei Xing, Tsutomu Kumazawa, Emre Neftci: Uncertainty Aware Model Integration on Reinforcement Learning. IJCNN 2022: 1-7, July18-23, 2022, Padua, Italy

Mitra Behzadi, Ali Derakhshan, Ian G. Harris: Mitra Behzadi at SemEval-2022 Task 5 : Multimedia Automatic Misogyny Identification method based on CLIP. SemEval@NAACL 2022: 724-727, July 14-15, 2022, Seattle, WA, USA

Salar Jafarlou, Amir M. Rahmani, Nikil D. Dutt, Sanaz Rahimi Mousavi: ECG Biosignal Deidentification Using Conditional Generative Adversarial Networks. EMBC 2022: 1366-1370, July 11-15, 2022, Glasgow, Scotland, United Kingdom

Milad Asgari Mehrabadi, Seyed Amir Hossein Aqajari, Amir Hosein Afandizadeh Zargari, Nikil D. Dutt, Amir M. Rahmani: Novel Blood Pressure Waveform Reconstruction from Photoplethysmography using Cycle Generative Adversarial Networks. EMBC 2022: 1906-1909, July 11-15, 2022, Glasgow, Scotland, United Kingdom

Rui Cao, Yong Huang, Amir M. Rahmani, Karen Lindsay: Prenatal Cortisol Levels Estimation Using Heart Rate and Heart Rate Variability: A Weak Supervised Learning Based Approach. EMBC 2022: 4430-4433, July 11-15, 2022, Glasgow, Scotland, United Kingdom

Yuning Wang, Iman Azimi, Kianoosh Kazemi, Amir M. Rahmani, Pasi Liljeberg: PPG Signal Reconstruction Using Deep Convolutional Generative Adversarial Network. EMBC 2022: 3387-3391, July 11-15, 2022, Glasgow, Scotland, United Kingdom

Mingzhe Jiang, Wanqing Wu, Yuning Wang, Amir M. Rahmani, Sanna Salanterä, Pasi Liljeberg: Personal Pain Sensitivity Prediction from Ultra-short-term Resting Heart Rate Variability. EMBC 2022: 1137-1140, July 11-15, 2022, Glasgow, Scotland, United Kingdom

Mike Heddes, Igor Nunes, Tony Givargis, Alexandru Nicolau, Alexander V. Veidenbaum: Hyperdimensional hashing: a robust and efficient dynamic hash table. DAC 2022: 907-912, July 10-14, 2022, San Francisco, CA, USA

Amir Hossein Jalilvand, Seyedeh Newsha Estiri, Samaneh Naderi, M. Hassan Najafi, Mohsen Imani: A fast and low-cost comparison-free sorting engine with unary computing: late breaking results. DAC 2022: 1390-1391, July 10-14, 2022, San Francisco, CA, USA

Jongho Park, HyukJun Kwon, Seowoo Kim, Junyoung Lee, Minho Ha, Euicheol Lim, Mohsen Imani, Yeseong Kim: QuiltNet: efficient deep learning inference on multi-chip accelerators using model partitioning. DAC 2022: 1159-1164, July 10-14, 2022, San Francisco, CA, USA

Yang Ni, Mariam Issa, Danny Abraham, Mahdi Imani, Xunzhao Yin, Mohsen Imani: HDPG: hyperdimensional policy-based reinforcement learning for continuous control. DAC 2022: 1141-1146, July 10-14, 2022, San Francisco, CA, USA

Jiahao Cai, Mohsen Imani, Kai Ni, Grace Li Zhang, Bing Li, Ulf Schlichtmann, Cheng Zhuo, Xunzhao Yin: Energy efficient data search design and optimization based on a compact ferroelectric FET content addressable memory. DAC 2022: 751-756, July 10-14, 2022, San Francisco, CA, USA

Prathyush Poduval, Yang Ni, Yeseong Kim, Kai Ni, Raghavan Kumar, Rosario Cammarota, Mohsen Imani: Adaptive neural recovery for highly robust brain-like representation. DAC 2022: 367-372, July 10-14, 2022, San Francisco, CA, USA

Mohsen Imani, Ali Zakeri, Hanning Chen, TaeHyun Kim, Prathyush Poduval, Hyunsei Lee, Yeseong Kim, Elaheh Sadredini, Farhad Imani: Neural computation for robust and holographic face detection. DAC 2022: 31-36, July 10-14, 2022, San Francisco, CA, USA

Arnav Vaibhav Malawade, Trier Mortlock, Mohammad Abdullah Al Faruque: EcoFusion: energy-aware adaptive sensor fusion for efficient autonomous vehicle perception. DAC 2022: 481-486, July 10-14, 2022, San Francisco, CA, USA

Sarvesh Thakur, Meghana Urs, Muhammad Twaha Ibrahim, Alexander Sidenko, Aditi Majumder: Ambient Light Tolerant Laser-Pen Based Interaction with Curved Multi-projector Displays. HCI (2) 2022: 180-194, June 26-30, 2022, Virtual

Yuxin (Myles) Liu, Yoshimichi Nakatsuka, Ardalan Amiri Sani, Sharad Agarwal, Gene Tsudik: Vronicle: verifiable provenance for videos from mobile devices. MobiSys 2022: 196-208, June 27-30, 2022, Portland, OR, USA

Emily Ekaireb, Xiaofan Yu, Kazim Ergun, Quanling Zhao, Kai Lee, Muhammad Huzaifa, Tajana Rosing: ns3-fl: Simulating Federated Learning with ns-3. WNS3 2022: 97-104, June 22-24, 2022, Virtual

Haoran Ma, Shi Liu, Chenxi Wang, Yifan Qiao, Michael D. Bond, Stephen M. Blackburn, Miryung Kim, Guoqing Harry Xu: Mako: a low-pause, high-throughput evacuating collector for memory-disaggregated datacenters. PLDI 2022: 92-107, June 13-17, 2022, San Diego, CA, USA

Hamed Gorjiara, Weiyu Luo, Alex Lee, Guoqing Harry Xu, Brian Demsky: Checking robustness to weak persistency models. PLDI 2022: 490-505, June 13-17, 2022, San Diego, CA, USA

Sina Shahhosseini, Yang Ni, Emad Kasaeyan Naeini, Mohsen Imani, Amir M. Rahmani, Nikil D. Dutt: Flexible and Personalized Learning for Wearable Health Applications using HyperDimensional Computing. ACM Great Lakes Symposium on VLSI 2022: 357-360, June 6-8, Irvine, CA, USA

Arpan Dutta, Saransh Gupta, Behnam Khaleghi, Rishikanth Chandrasekaran, Weihong Xu, Tajana Rosing: HDnn-PIM: Efficient in Memory Design of Hyperdimensional Computing with Feature Extraction. ACM Great Lakes Symposium on VLSI 2022: 281-286, June 6-8, Irvine, CA, USA

Zhuowen Zou, Hanning Chen, Prathyush Poduval, Yeseong Kim, Mahdi Imani, Elaheh Sadredini, Rosario Cammarota, Mohsen Imani: BioHD: an efficient genome sequence search platform using HyperDimensional memorization. ISCA 2022: 656-669, June 18-22, 2022, New York, NY, USA

Hamed Gorjiara, Weiyu Luo, Alex Lee, Guoqing Harry Xu, Brian Demsky: Checking robustness to weak persistency models. PLDI 2022: 490-505, June 13-17, 2022, San Diego, CA, USA

You-Ren Shen, Bo-Yan Huang, Chang-Lin Shih, Davy P. Y. Wong, Pai H. Chou: Efficient sharing of linked DMA channels on multi-sensor devices by LDMA task scheduler. SYSTOR 2022: 40-50, June 13-15, 2022, Haifa, Israel

Radhit Dedania, Sang-Woo Jun: Very Low Power High-Frequency Floating Point FPGA PID Controller. HEART 2022: 102-107, June 9-10, 2022, New York, NY, USA

Kartik Patwari, Syed Mahbub Hafiz, Han Wang, Houman Homayoun, Zubair Shafiq, Chen-Nee Chuah: DNN Model Architecture Fingerprinting Attack on CPU-GPU Edge Devices. EuroS&P 2022: 337-355, June 6-10, 2022, Genoa, Italy

Amin Shafiee, Sanmitra Banerjee, Krishnendu Chakrabarty, Sudeep Pasricha, Mahdi Nikdast: LoCI: An Analysis of the Impact of Optical Loss and Crosstalk Noise in Integrated Silicon-Photonic Neural Networks. ACM Great Lakes Symposium on VLSI 2022: 351-355, June 6-8, 2022, Irvine, CA, USA

Febin Sunny, Mahdi Nikdast, Sudeep Pasricha: A Silicon Photonic Accelerator for Convolutional Neural Networks with Heterogeneous Quantization. ACM Great Lakes Symposium on VLSI 2022: 367-371, June 6-8, 2022, Irvine,CA, USA

Kamil Khan, Sudeep Pasricha, Ryan Gary Kim: RACE: A Reinforcement Learning Framework for Improved Adaptive Control of NoC Channel Buffers. ACM Great Lakes Symposium on VLSI 2022: 205-210, June 6-8, 2022, Irvine, CA, USA

Sudeep Pasricha: Embedded Systems Education in the 2020s: Challenges, Reflections, and Future Directions. ACM Great Lakes Symposium on VLSI 2022: 519-524, June 6-8, 2022, Irvine, CA, USA

Deliang Chang, Joann Qiongna Chen, Zhou Li, Xing Li: Hide and Seek: Revisiting DNS-based User Tracking. EuroS&P 2022: 188-205, June 6-10, 2022, Genoa,Italy

Zhangying He, Amin Rezaei, Houman Homayoun, Hossein Sayadi: Deep Neural Network and Transfer Learning for Accurate Hardware-Based Zero-Day Malware Detection. ACM Great Lakes Symposium on VLSI 2022: 27-32, June 6-8, 2022, Irvine, CA, USA

Sanket Shukla, Gaurav Kolhe, Houman Homayoun, Setareh Rafatirad, Sai Manoj P. D.: RAFeL – Robust and Data-Aware Federated Learning-inspired Malware Detection in Internet-of-Things (IoT) Networks. ACM Great Lakes Symposium on VLSI 2022: 153-157, June 6-8, 2022, Irvine, CA, USA

Tanmoy Chowdhury, Ashkan Vakil, Banafsheh Saber Latibari, Seyed Aresh Beheshti Shirazi, Ali Mirzaeian, Xiaojie Guo, Sai Manoj P. D., Houman Homayoun, Ioannis Savidis, Liang Zhao, Avesta Sasan: RAPTA: A Hierarchical Representation Learning Solution For Real-Time Prediction of Path-Based Static Timing Analysis. ACM Great Lakes Symposium on VLSI 2022: 493-500, June 6-8, 2022, Irvine, CA, USA

Sreenitha Kasarapu, Sanket Shukla, Rakibul Hassan, Avesta Sasan, Houman Homayoun, Sai Manoj P. D.: CAD-FSL: Code-Aware Data Generation based Few-Shot Learning for Efficient Malware Detection. ACM Great Lakes Symposium on VLSI 2022: 507-512, June 6-8, 2022, Irvine, CA, USA

Kevin Immanuel Gubbi, Sayed Aresh Beheshti-Shirazi, Tyler David Sheaves, Soheil Salehi, Sai Manoj P. D., Setareh Rafatirad, Avesta Sasan, Houman Homayoun: Survey of Machine Learning for Electronic Design Automation. ACM Great Lakes Symposium on VLSI 2022: 513-518, June 6-8, 2022, Irvine, CA, USA

P. V. Sai Charan, P. Mohan Anand, Sandeep K. Shukla, Naveen Selvan, Hrushikesh Chunduri: DOTMUG: A Threat Model for Target Specific APT Attacks-Misusing Google Teachable Machine. ISDFS 2022: 1-8, June 6-7, 2022, Istanbul, Turkey

Nitesh Kumar, Anand Handa, Sandeep K. Shukla: RBMon: Real Time System Behavior Monitoring Tool. AsiaCCS 2022: 1228-1230, May 30- June 3, 2022, Nagasaki, Japan

Yu Hao, Hang Zhang, Guoren Li, Xingyun Du, Zhiyun Qian, Ardalan Amiri Sani: Demystifying the Dependency Challenge in Kernel Fuzzing. ICSE 2022: 659-671, May 25-27, 2022, Pittsburgh, PA, USA

Saurabh Kumar, Debadatta Mishra, Biswabandan Panda, Sandeep Kumar Shukla: AndroOBFS: Time-tagged Obfuscated Android Malware Dataset with Family Information. MSR 2022: 454-458, May 23-24, 2022, Pittsburgh, PA, USA

Ulices Santa Cruz, Yasser Shoukry: NNLander-VeriF: A Neural Network Formal Verification Framework for Vision-Based Autonomous Aircraft Landing. NFM 2022: 213-230, May 24-27, 2022, Pasadena, CA, USA

Khuong Vo, Manoj Vishwanath, Ramesh Srinivasan, Nikil D. Dutt, Hung Cao: Composing Graphical Models with Generative Adversarial Networks for EEG Signal Modeling. ICASSP 2022: 1231-1235, May 23-27, 2022, Virtual and Singapore

Hanning Chen, Mohsen Imani: Density-Aware Parallel Hyperdimensional Genome Sequence Matching. FCCM 2022: 1-4, May 15-18, 2022, New York, NY, USA

Hsin-Yu Liu, Bharathan Balaji, Sicun Gao, Rajesh K. Gupta, Dezhi Hong: Safe HVAC Control via Batch Reinforcement Learning. ICCPS 2022: 181-192, May 4-6, 2022, Milano, Italy

James Ferlez, Haitham Khedr, Yasser Shoukry: Fast BATLLNN: Fast Box Analysis of Two-Level Lattice Neural Networks. HSCC 2022: 23:1-23:11, May 4-6, 2022, Milano, Italy

Fabien Bouquillon, Giuseppe Lipari, Smaïl Niar: Improving CRPD analysis for EDF scheduling: trading speed for precision. SAC 2022: 481-490, April 25-29, 2022, Virtual

Leila Tlebaldiyeva, Galymzhan Nauryzbayev, Sultangali Arzykulov, Ahmed M. Eltawil, Theodoros Tsiftsis: Enhancing QoS Through Fluid Antenna Systems over Correlated Nakagami-m Fading Channels. WCNC 2022: 78-83, April 10-13, 2022, Austin, TX, USA

David Shur, Giovanni Di Crescenzo, Qinqing Zhang, Ta Chen, Rajesh Krishnan, Yow-Jian Lin, Zahir Patni, Scott Alexander, Gene Tsudik: SEDIMENT: An IoT-device-centric Methodology for Scalable 5G Network Security. WCNC 2022: 49-54, April 10-13, 2022, Austin, TX, USA

Mihnea Chirila, Paolo D’Alberto, Hsin-Yu Ting, Alexander V. Veidenbaum, Alexandru Nicolau: A Heterogeneous Solution to the All-pairs Shortest Path Problem using FPGAs. ISQED 2022: 108-113, April 6-7, 2022, Santa Clara, CA, USA

Paul Kirth, Mitchel Dickerson, Stephen Crane, Per Larsen, Adrian Dabrowski, David Gens, Yeoul Na, Stijn Volckaert, Michael Franz: PKRU-safe: automatically locking down the heap between safe and unsafe languages. EuroSys 2022: 132-148, April 5-8, 2022, Rennes, France

Hadjer Benmeziane, Hamza Ouarnoughi, Kaoutar El Maghraoui, Smaïl Niar: Real-time style transfer with efficient vision transformers. EdgeSys@EuroSys 2022: 31-36, April 5-8, Rennes, France

Minxuan Zhou, Weihong Xu, Jaeyoung Kang, Tajana Rosing: TransPIM: A Memory-based Acceleration via Software-Hardware Co-Design for Transformer. HPCA 2022: 1071-1085, April 2-6, 2022, Seoul, South Korea

Kenneth Stewart, Andreea Danielescu, Timothy M. Shea, Emre Neftci: Encoding Event-Based Data With a Hybrid SNN Guided Variational Auto-encoder in Neuromorphic Hardware. NICE 2022: 88-97, March 28-31, 2022, Virtual

Matteo Cardaioli, Mauro Conti, Pier Paolo Tricomi, Gene Tsudik: Privacy-Friendly De-authentication with BLUFADE: Blurred Face Detection. PerCom 2022: 197-206, March 21-25, 2022, Pisa, Italy

Andrew Chio, Daokun Jiang, Peeyush Gupta, Georgios Bouloukakis, Roberto Yus, Sharad Mehrotra, Nalini Venkatasubramanian: SmartSPEC: Customizable Smart Space Datasets via Event-driven Simulations. PerCom 2022: 152-162, March 21-25, 2022, Pisa, Italy

Andrew Chio, Daokun Jiang, Peeyush Gupta, Georgios Bouloukakis, Roberto Yus, Sharad Mehrotra, Nalini Venkatasubramanian: Artifact: SmartSPEC: Customizable Smart Space Datasets via Event-driven Simulations. PerCom Workshops 2022: 183-184, March 21-25, 2022, Pisa, Italy

Seyyed Ahmad Razavi, Hsin-Yu Ting, Tootiya Giyahchi, Eli Bozorgzadeh: On Exploiting Patterns For Robust FPGA-based Multi-accelerator Edge Computing Systems. DATE 2022: 116-119, March 14-23, 2022, Antwerp, Belgium

Emad Kasaeyan Naeini, Sina Shahhosseini, Anil Kanduri, Pasi Liljeberg, Amir M. Rahmani, Nikil D. Dutt: AMSER: Adaptive Multimodal Sensing for Energy Efficient and Resilient eHealth Systems. DATE 2022: 1455-1460, March 14-23, 2022, Antwerp, Belgium

Igor Nunes, Mike Heddes, Tony Givargis, Alexandru Nicolau, Alexander V. Veidenbaum: GraphHD: Efficient graph classification using hyperdimensional computing. DATE 2022: 1485-1490, March 14-23, 2022, Antwerp, Belgium

Igor Nunes, Mike Heddes, Tony Givargis, Alexandru Nicolau, Alexander V. Veidenbaum: GraphHD: Efficient graph classification using hyperdimensional computing. DATE 2022: 1485-1490, March 14-23, 2022, Antwerp, Belgium

Leon Li, Alex Orailoglu: JANUS-HD: Exploiting FSM Sequentiality and Synthesis Flexibility in Logic Obfuscation to Thwart SAT Attack While Offering Strong Corruption. DATE 2022: 1323-1328, March 14-23, 2022, Antwerp, Belgium

Yang Ni, Yeseong Kim, Tajana Rosing, Mohsen Imani: Algorithm-Hardware Co-Design for Efficient Brain-Inspired Hyperdimensional Learning on Edge. DATE 2022: 292-297, March 14-23, 2022, Antwerp, Belgium

Justin Morris, Hin Wai Lui, Kenneth Stewart, Behnam Khaleghi, Anthony Thomas, Thiago Marback, Baris Aksanli, Emre Neftci, Tajana Rosing: HyperSpike: HyperDimensional Computing for More Efficient and Robust Spiking Neural Networks. DATE 2022: 664-669, March 14-23, 2022, Antwerp, Belgium

Yang Ni, Yeseong Kim, Tajana Rosing, Mohsen Imani: Online Performance and Power Prediction for Edge TPU via Comprehensive Characterization. DATE 2022: 612-615, March 14-23, 2022, Antwerp, Belgium

Michael H. Ostertag, Jason Ma, Tajana Rosing: Remote Sensing with UAV and Mobile Recharging Vehicle Rendezvous. DATE 2022: 538-543, , March 14-23, 2022, Antwerp, Belgium

Yang Ni, Yeseong Kim, Tajana Rosing, Mohsen Imani: Online Performance and Power Prediction for Edge TPU via Comprehensive Characterization. DATE 2022: 612-615, March 14-23, 2022, Antwerp, Belgium

Yizhou Wei, Minxuan Zhou, Sihang Liu, Korakit Seemakhupt, Tajana Rosing, Samira Manabi Khan: PIMProf: An Automated Program Profiler for Processing-in-Memory Offloading Decisions. DATE 2022: 855-860, March 14-23, 2022, Antwerp, Belgium

Saideep Tiku, Sudeep Pasricha: Siamese Neural Encoders for Long-Term Indoor Localization with Mobile Devices. DATE 2022: 1215-1220, March 14-23, 2022, Antwerp, Belgium

Ebadollah Taheri, Sudeep Pasricha, Mahdi Nikdast: DeFT: A Deadlock-Free and Fault-Tolerant Routing Algorithm for 2.5D Chiplet Networks. DATE 2022: 1047-1052, March 14-23, Antwerp, Belgium

Abhijitt Dhavlle, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao: CR-Spectre: Defense-Aware ROP Injected Code-Reuse Based Dynamic Spectre. DATE 2022: 508-513, March 14-23, 2022, Antwerp, Belgium

Han Wang, Syed Mahbub Hafiz, Kartik Patwari, Chen-Nee Chuah, Zubair Shafiq, Houman Homayoun: Stealthy Inference Attack on DNN via Cache-based Side-Channel Attacks. DATE 2022: 1515-1520, March 14-23, 2022, Antwerp, Belgium

Ramtin Afshar, Michael T. Goodrich, Pedro Matias, Martha C. Osegueda: Mapping Networks via Parallel kth-Hop Traceroute Queries. STACS 2022: 4:1-4:21, March 14-18, 2022, Marseille, France

Sanmitra Banerjee, Mahdi Nikdast, Sudeep Pasricha, Krishnendu Chakrabarty: CHAMP: Coherent Hardware-Aware Magnitude Pruning of Integrated Photonic Neural Networks. OFC 2022: 1-3, March 6-10, 2022, San Diego, CA, USA

Hamed Gorjiara, Guoqing Harry Xu, Brian Demsky: Yashme: detecting persistency races. ASPLOS 2022: 830-845, February 28-March 4, 2022, Lausanne, Switzerland

Qian Zhang, Jiyuan Wang, Guoqing Harry Xu, Miryung Kim: HeteroGen: transpiling C to heterogeneous HLS code with automated test generation and program repair. ASPLOS 2022: 1017-1029, February 28-March 4, 2022, Lausanne, Switzerland

Xiyuan Zhang, Ranak Roy Chowdhury, Jingbo Shang, Rajesh K. Gupta, Dezhi Hong: ESC-GAN: Extending Spatial Coverage of Physical Sensors. WSDM 2022: 1347-1356, February 21-25, 2022, Tempe, AZ, USA

Rahmadi Trimananda, Weiyu Luo, Brian Demsky, Guoqing Harry Xu: Stateful Dynamic Partial Order Reduction for Model Checking Event-Driven Applications that Do Not Terminate. VMCAI 2022: 400-424, January 16-28, Philadelphia, PA, USA

Febin Sunny, Mahdi Nikdast, Sudeep Pasricha: SONIC: A Sparse Neural Network Inference Accelerator with Silicon Photonics for Energy-Efficient Deep Learning. ASP-DAC 2022: 214-219, January 17-20, 2022, Taipei, Taiwan

Sooryaa Vignesh Thiruloga, Vipin Kumar Kukkala, Sudeep Pasricha: TENET: Temporal CNN with Attention for Anomaly Detection in Automotive Cyber-Physical Systems. ASP-DAC 2022: 326-331, January 17-20, 2022, Taipei, Taiwan

Jaeyoung Kang, Behnam Khaleghi, Yeseong Kim, Tajana Rosing: XCelHD: An Efficient GPU-Powered Hyperdimensional Computing with Parallelized Training. ASP-DAC 2022: 220-225, January 17-20, 2022, Taipei, Taiwan

Yoshitomo Matsubara, Ruihan Yang, Marco Levorato, Stephan Mandt: Supervised Compression for Resource-Constrained Edge Computing Systems. WACV 2022: 923-933, January 3-8, 2022, Waikoloa, HI, USA

2022

Contact

Follow