School of Electrical Engineering and Computer Science

Research output

Research output per year 1969 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024

• 496627 Citations
• 267 h-index
• 6333 Conference contribution
• 5308 Article
• 946 Conference article
• 531 Paper
• 686 More
  • 235 Chapter
  • 198 Editorial
  • 123 Review article
  • 58 Comment/debate
  • 25 Letter
  • 19 Book
  • 17 Foreword/postscript
  • 11 Short survey

Research output per year

Research output per year

Search results

• 2024

  Accurate Assembly of Circular RNAs with TERRACE

  Zahin, T., Shi, Q., Zang, X. C. & Shao, M., 2024, Research in Computational Molecular Biology - 28th Annual International Conference, RECOMB 2024, Proceedings. Ma, J. (ed.). Springer Science and Business Media Deutschland GmbH, p. 444-447 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14758 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Accurate Assembly 100%
  • Circular RNA 100%
  • Ribonucleic Acid 100%
  • RNA-seq Data 28%
  • Closed-loop 14%
  1 Scopus citations

• Adaptive ultra-lightweight patch antenna using Shape Memory Polymer

  Torisaka, A., Bilen, S., Ashok, N., Yao, Y. & Ning, X., 2024, AIAA SciTech Forum and Exposition, 2024. American Institute of Aeronautics and Astronautics Inc, AIAA, (AIAA SciTech Forum and Exposition, 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Antenna 100%
  • Patch Antenna 100%
  • Shape Memory Polymer 100%
  • Antenna Substrate 66%
  • Mass Reduction 66%

• A D-band Bi-directional Current-Reuse Common-Gate Amplifier in 45nm RFSOI

  Uddin, S. M. A., Zhong, L. & Lee, W., 2024, 2024 IEEE Radio Frequency Integrated Circuits Symposium, RFIC 2024. Institute of Electrical and Electronics Engineers Inc., p. 379-382 4 p. (Digest of Papers - IEEE Radio Frequency Integrated Circuits Symposium).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • D-band 100%
  • Unidirectional Current 100%
  • Directional 100%
  • Amplifier 100%
  • 3-dB Bandwidth 66%
  1 Scopus citations

• A High-Fidelity Electromagnetic Transient Model of Inverter-based Resources Integrated to an IEEE-9 Bus System for Benchmarking Studies

  Montejano, M. F. M., Marthi, P. R. V., Debnath, S., Samanta, S. & Chaudhuri, N. R., 2024, 2024 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2024. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Electromagnetic Simulation 100%
  • Inverter-based Resources 100%
  • Electromagnetic Transient 100%
  • Bus System 100%
  • Transient Model 100%

• AltGraph: Redesigning Quantum Circuits Using Generative Graph Models for Efficient Optimization

  Beaudoin, C., Phalak, K. & Ghosh, S., Jun 12 2024, GLSVLSI 2024 - Proceedings of the Great Lakes Symposium on VLSI 2024. Association for Computing Machinery, p. 44-49 6 p. (Proceedings of the ACM Great Lakes Symposium on VLSI, GLSVLSI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Efficient Optimization 100%
  • Quantum Circuit 100%
  • Quantum Device 100%
  • Gate Count 66%
  • Rule Learning 33%

• An Autonomic Resource Allocating SSD

  Lee, D., Choe, J., Park, C., Kang, K., Kandemir, M. & Choi, W., 2024, 2024 Design, Automation and Test in Europe Conference and Exhibition, DATE 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings -Design, Automation and Test in Europe, DATE).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Optimal Allocation 100%
  • Allocating Resource 100%
  • Search Process 50%
  • Near-optimal 50%
  • Optimization Measures 50%

• An FPGA-based Max-K-Cut Accelerator Exploiting Oscillator Synchronization Model

  Bashar, M. K., Li, Z., Narayanan, V. & Shukla, N., 2024, Proceedings of the 25th International Symposium on Quality Electronic Design, ISQED 2024. IEEE Computer Society, (Proceedings - International Symposium on Quality Electronic Design, ISQED).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Synchronization Model 100%
  • K-cut 100%
  • Max 100%
  • Field Programmable Gate Arrays 100%
  • Cutting Problem 75%

• An Improved High-Frequency Single-Stage AC LED Driver with Soft Switching Operation and No Input Electrolytic Capacitor

  Khorasani, R. R. & Ray Chaudhuri, N., 2024, 2024 IEEE Applied Power Electronics Conference and Exposition, APEC 2024. Institute of Electrical and Electronics Engineers Inc., p. 2124-2129 6 p. (Conference Proceedings - IEEE Applied Power Electronics Conference and Exposition - APEC).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Light-Emitting Diode 100%
  • Soft-Switching 100%
  • AC Light 100%
  • Resonant Circuit 33%
  • Bidirectional Switch 33%

• An Inverter-Based Data-Driven Method for Line Impedance Estimation Using Genetic Algorithm in Non-PMU LVDN

  Liao, Z. & Liu, Y., 2024, 2024 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2024. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Genetic Algorithm 100%
  • Data-driven Methods 100%
  • Inverter-based 100%
  • Line Impedance 100%
  • Impedances Line 100%

• An Investigation of Patch Porting Practices of the Linux Kernel Ecosystem

  Li, X., Zhang, Z., Qian, Z., Jaeger, T. & Song, C., 2024, Proceedings - 2024 IEEE/ACM 21st International Conference on Mining Software Repositories, MSR 2024. Institute of Electrical and Electronics Engineers Inc., p. 63-74 12 p. (Proceedings - 2024 IEEE/ACM 21st International Conference on Mining Software Repositories, MSR 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Linux 100%
  • Linux Distribution 100%
  • Linux Kernel 100%
  • Android 100%
  • Long-term Support 60%

• Application of Quantum Tensor Networks for Protein Classification

  Kundu, D., Ghosh, A., Ekambaram, S., Wang, J., Dokholyan, N. & Ghosh, S., Jun 12 2024, GLSVLSI 2024 - Proceedings of the Great Lakes Symposium on VLSI 2024. Association for Computing Machinery, p. 132-137 6 p. (Proceedings of the ACM Great Lakes Symposium on VLSI, GLSVLSI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Protein Sequence 100%
  • Protein Classification 100%
  • Tensor Network 100%
  • Quantum Dot 100%
  • Peptide Sequence 100%

• A Public and Reproducible Assessment of the Topics API on Real Data

  Beugin, Y. & McDaniel, P., 2024, Proceedings - 45th IEEE Symposium on Security and Privacy Workshops, SPW 2024. Institute of Electrical and Electronics Engineers Inc., p. 1-8 8 p. (Proceedings - 45th IEEE Symposium on Security and Privacy Workshops, SPW 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Collected Data 100%
  • Research Community 100%
  • Synthetic Datasets 100%
  • Realism 100%
  • Reproducibility 100%

• ASLRing: American Sign Language Recognition with Meta-Learning on Wearables

  Zhou, H., Lu, T., Dehaan, K. & Gowda, M., 2024, Proceedings - 9th ACM/IEEE Conference on Internet-of-Things Design and Implementation, IoTDI 2024. Institute of Electrical and Electronics Engineers Inc., p. 203-214 12 p. (Proceedings - 9th ACM/IEEE Conference on Internet-of-Things Design and Implementation, IoTDI 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Sign Language 100%
  • Meta-learning 100%
  • Sign Language Recognition 100%
  • Language Users 50%
  • Virtual Data 50%

• Automatic procedure planning for radial-probe endobronchial ultrasound

  Kao, A. & Higgins, W. E., 2024, Medical Imaging 2024: Image-Guided Procedures, Robotic Interventions, and Modeling. Siewerdsen, J. H. & Rettmann, M. E. (eds.). SPIE, 129281P. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12928).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Region of Interest 100%
  • Bronchoscope 100%
  • Procedural Planning 100%
  • Automatic Method 100%
  • Robotic Bronchoscopy 100%

• Bonding Glass Fiber-Reinforced Thermoplastic Composites using Localized Embedded Ultrathin Heaters for On-Orbit Assembly

  Yao, Y., Ziminsky, K. M., Bakis, C. E., Bilén, S. G. & Ning, X., 2024, AIAA SciTech Forum and Exposition, 2024. American Institute of Aeronautics and Astronautics Inc, AIAA, (AIAA SciTech Forum and Exposition, 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Ultrathin 100%
  • Heater 100%
  • Glass Fiber Reinforced Thermoplastics 100%
  • Fiber-reinforced Thermoplastic Composites 100%
  • Thermoplastics 100%

• CafeHD: A Charge-Domain FeFET-Based Compute-in-Memory Hyperdimensional Encoder with Hypervector Merging

  Li, T., Zhong, H., Wu, J., Kampfe, T., Ni, K., Narayanan, V., Yang, H. & Li, X., 2024, 2024 Design, Automation and Test in Europe Conference and Exhibition, DATE 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings -Design, Automation and Test in Europe, DATE).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Encoder 100%
  • Ferroelectric Field-effect Transistor (FeFET) 100%
  • In-memory 100%
  • Hyperdimensional 100%
  • Charge Domain 100%
  1 Scopus citations

• Causal Graph Fuzzing for Fair ML Software Development

  Monjezi, V., Kumar, A., Tan, G., Trivedi, A. & Tizpaz-Niari, S., Apr 14 2024, Proceedings - 2024 ACM/IEEE 46th International Conference on Software Engineering: Companion, ICSE-Companion 2024. IEEE Computer Society, p. 402-403 2 p. (Proceedings - International Conference on Software Engineering).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Software Development 100%
  • Fuzzing 100%
  • Machine Learning Software 100%
  • Causal Graph 100%
  • Software Engineering 66%

• Compiler-Based Memory Encryption for Machine Learning on Commodity Low-Power Devices

  Maeng, K. & Lucia, B., Feb 17 2024, CC 2024 - Proceedings of the 33rd ACM SIGPLAN International Conference on Compiler Construction. Rodriguez, G., Sadayappan, P. & Sukumaran-Rajam, A. (eds.). Association for Computing Machinery, Inc, p. 198-211 14 p. (CC 2024 - Proceedings of the 33rd ACM SIGPLAN International Conference on Compiler Construction).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Machine Learning 100%
  • Compiler-based 100%
  • Low-power Devices 100%
  • On-chip Memory 100%
  • Memory Encryption 100%

• Data-Driven Modeling and Prediction of Transient Dynamics of Microgrids through Dynamic Mode Decomposition with Control

  Jiang, X., Li, Y. & Huang, D., 2024, 2024 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2024. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Microgrid 100%
  • Data Prediction 100%
  • Data-driven Modeling 100%
  • Transient Dynamics 100%
  • Transients 100%
  1 Scopus citations

• DeepApnea: Deep Learning Based Sleep Apnea Detection Using Smartwatches

  Liu, Z., Chen, X., Ma, F., Fernandez-Mendoza, J. & Cao, G., 2024, 2024 IEEE International Conference on Pervasive Computing and Communications, PerCom 2024. Institute of Electrical and Electronics Engineers Inc., p. 206-216 11 p. (2024 IEEE International Conference on Pervasive Computing and Communications, PerCom 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Sleep Apnea 100%
  • Deep Learning Methods 100%
  • Smartwatch 100%
  • Sleep Apnea Detection 100%
  • Obstructive Sleep Apnea 100%

• Demonstration of the frequency and correlation behavior of a forward scatter baseline crossing event

  Henry, J. K. A. & Narayanan, R. M., 2024, Sensors and Systems for Space Applications XVII. Chen, G. & Pham, K. D. (eds.). SPIE, 130620B. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 13062).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Time Domain 100%
  • Frequency Domain 100%
  • Space Object 100%
  • Purpose of Communication 50%
  • Space Debris Detection 50%

• Designing Hash and Encryption Engines using Quantum Computing

  Upadhyay, S., Roy, R. & Ghosh, S., 2024, Proceedings - 37th International Conference on VLSI Design, VLSID 2024 - held concurrently with 23rd International Conference on Embedded Systems, ES 2024. IEEE Computer Society, p. 571-576 6 p. (Proceedings of the IEEE International Conference on VLSI Design).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Encryption Engine 100%
  • Hash Encryption 50%
  • Quantum Key 25%
  • Quantum Encryption 25%
  • Shor's Algorithm 25%

• Dimension Independent Disentanglers from Unentanglement and Applications

  Jeronimo, F. G. & Wu, P., Jul 2024, 39th Computational Complexity Conference, CCC 2024. Santhanam, R. (ed.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 26. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 300).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Unentanglement 100%
  • QMA(2) 100%
  • Quantum Correlation 100%
  • Quantum Entanglement 50%
  • Quantum Computing 50%

• Efficient Sources of Entangled Single-Photon Pairs with Nonlinear Plasmonic Metasurfaces

  Semone, S. & Argyropoulos, C., 2024, 2024 United States National Committee of URSI National Radio Science Meeting, USNC-URSI NRSM 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 192-193 2 p. (2024 United States National Committee of URSI National Radio Science Meeting, USNC-URSI NRSM 2024 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Single Photon 100%
  • Photon Pairs 100%
  • Down-conversion 100%
  • Metasurface 100%
  • LiNbO3 Crystal 66%

• Electromagnetic modeling and analysis of micro-Doppler characteristics of simulated human limping gaits

  Zeng, C., Narayanan, R. M. & Onks, C. A., 2024, Radar Sensor Technology XXVIII. Hedden, A. S. & Mazzaro, G. J. (eds.). SPIE, 130480S. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 13048).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Gait 100%
  • Electromagnetic Analysis 100%
  • Electromagnetic Modeling 100%
  • Micro-Doppler Effect 100%
  • Simulation Study 100%

• ENERGY-EFFICIENT DECENTRALIZED LEARNING VIA GRAPH SPARSIFICATION

  Zhang, X., Chiu, C. C. & He, T., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 13026-13030 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Learning Algorithm 100%
  • Energy Consumption 100%
  • Energy Efficient 100%
  • Energy Efficiency 100%
  • Learning Process 100%
  1 Scopus citations

• Evaluating Efficacy of Model Stealing Attacks and Defenses on Quantum Neural Networks

  Kundu, S., Kundu, D. & Ghosh, S., Jun 12 2024, GLSVLSI 2024 - Proceedings of the Great Lakes Symposium on VLSI 2024. Association for Computing Machinery, p. 556-559 4 p. (Proceedings of the ACM Great Lakes Symposium on VLSI, GLSVLSI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Neural Network 100%
  • Model Stealing Attack 100%
  • Quantum Machine Learning 66%
  • Obfuscation 33%
  • Quantum Computing 33%

• Experimental Progress using Quantum Binary Waveforms and Immediate Idler Detection Techniques for Remote Sensing

  Brandsema, M. J., Ross, L. A., Semone, S., Kalyanapuram, N., Argyropoulos, C. & Ozdemir, S. K., 2024, Radar Sensor Technology XXVIII. Hedden, A. S. & Mazzaro, G. J. (eds.). SPIE, 130480L. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 13048).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Detection Technique 100%
  • Electric Delay Lines 100%
  • Joints (Structural Components) 50%
  • Noise Level 50%
  • Proof-of-Concept 50%

• Experimental Test of a Frequency Diverse Array Radar Target Detection System Using SDRs: Preliminary Results

  Munson, N. R., Correll, B., Narayanan, R. M. & Bufler, T. D., 2024, RadarConf 2024 - 2024 IEEE Radar Conference, Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the IEEE Radar Conference).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Radar Target Detection 100%
  • Target Detection System 100%
  • Frequency Diverse Array 100%
  • Frequency Diverse Array Radar 100%
  • Collected Data 100%
  1 Scopus citations

• Fair Abstractive Summarization of Diverse Perspectives

  Zhang, Y., Zhang, N., Liu, Y., Fabbri, A., Liu, J., Kamoi, R., Lu, X., Xiong, C., Zhao, J., Radev, D., McKeown, K. & Zhang, R., 2024, Long Papers. Duh, K., Gomez, H. & Bethard, S. (eds.). Association for Computational Linguistics (ACL), p. 3404-3426 23 p. (Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2024; vol. 1).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Product Law 100%
  • Language Model Evaluation 100%
  • GPT Models 100%
  • Conflicting Opinions 100%
  • Comprehensive Coverage 100%

• FAST AND PHYSICALLY ENRICHED DEEP NETWORK FOR JOINT LOW-LIGHT ENHANCEMENT AND IMAGE DEBLURRING

  Hoang, T., McElvain, J. & Monga, V., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3115-3119 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Inverse Problem 100%
  • Computational Cost 100%
  • Deep Neural Network 100%
  • Regularization Term 100%
  • Low-light Image Enhancement 100%

• GMT: GPU Orchestrated Memory Tiering for the Big Data Era

  Chang, C. H., Mailthody, V. S., Han, J., Qureshi, Z., Sivasubramaniam, A. & Hwu, W. M., Apr 27 2024, Fall Cycle. Association for Computing Machinery, p. 464-478 15 p. (International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS; vol. 3).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • GPU Memory 100%
  • Big Data Era 100%
  • Three-tier 33%
  • Low Latency 16%
  • Storage System 16%

• GPU-based Private Information Retrieval for On-Device Machine Learning Inference

  Lam, M., Johnson, J., Xiong, W., Maeng, K., Gupta, U., Li, Y., Lai, L., Leontiadis, I., Rhu, M., Lee, H. H. S., Reddi, V. J., Wei, G. Y., Brooks, D. & Suh, E., Apr 27 2024, Spring Cycle. Association for Computing Machinery, p. 197-214 18 p. (International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS; vol. 1).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • GPU-based 100%
  • On-chip Learning 100%
  • Private Information Retrieval 100%
  • GPU Acceleration 28%
  • Throughput Improvement 28%

• Hardware Trojans in Quantum Circuits, Their Impacts, and Defense

  Roy, R., Das, S. & Ghosh, S., 2024, Proceedings of the 25th International Symposium on Quality Electronic Design, ISQED 2024. IEEE Computer Society, (Proceedings - International Symposium on Quality Electronic Design, ISQED).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Quantum Circuit 100%
  • Hardware Trojan 100%
  • Quantum Computer 100%
  • Compiler 66%
  • Gate Count 66%

• High-Order Harmonics Frequency Comb Generation of a Single Driven Nonlinear NEMS Mode

  Hassani Gangaraj, S. M., Zheng, Y., Wang, J., Park, M. & Ansari, A., 2024, IEEE 37th International Conference on Micro Electro Mechanical Systems, MEMS 2024. Institute of Electrical and Electronics Engineers Inc., p. 537-540 4 p. (Proceedings of the IEEE International Conference on Micro Electro Mechanical Systems (MEMS)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Resonant Mode 100%
  • Equations of Motion 100%
  • Higher Harmonics 100%
  • Frequency Effect 100%
  • Harmonic Frequency 100%
  1 Scopus citations

• Impact of Write-Allocate Elimination on Fujitsu A64FX

  Kang, Y., Kandemir, M., Ghosh, S. & Marquez, A., Jan 11 2024, Proceedings of International Conference on High Performance Computing in Asia-Pacific Region Workshops, HPC Asia 2024 Workshops. Association for Computing Machinery, p. 24-35 12 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Fujitsu 100%
  • A64FX 100%
  • High-Performance Computing 100%
  • Cache Line 75%
  • High Performance Computing 75%

• Improving Health Monitoring of Construction Workers Using Physiological Data-Driven Techniques: An Ensemble Learning-Based Framework to Address Distributional Shifts

  Ojha, A., Liu, Y., Jebelli, H., Cheng, H. & Kiani, M., 2024, Computing in Civil Engineering 2023: Resilience, Safety, and Sustainability - Selected Papers from the ASCE International Conference on Computing in Civil Engineering 2023. Turkan, Y., Louis, J., Leite, F. & Ergan, S. (eds.). American Society of Civil Engineers (ASCE), p. 631-638 8 p. (Computing in Civil Engineering 2023: Resilience, Safety, and Sustainability - Selected Papers from the ASCE International Conference on Computing in Civil Engineering 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Health Monitoring 100%
  • Construction Workers 100%
  • Physiological Data 100%
  • Data-driven Methods 100%
  • Improving Health 100%
  1 Scopus citations

• Laconic Branching Programs from the Diffie-Hellman Assumption

  Garg, S., Hajiabadi, M., Miao, P. & Murphy, A., 2024, Public-Key Cryptography – PKC 2024 - 27th IACR International Conference on Practice and Theory of Public-Key Cryptography, Proceedings. Tang, Q. & Teague, V. (eds.). Springer Science and Business Media Deutschland GmbH, p. 323-355 33 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14603 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Branching Programs 100%
  • Diffie-Hellman-Merkle key exchange 100%
  • Private Set Intersection 100%
  • Receiver Input 100%
  • Joint Inputs 33%
  1 Scopus citations

• Large Language Models for Mathematical Reasoning: Progresses and Challenges

  Ahn, J., Verma, R., Lou, R., Liu, D., Zhang, R. & Yin, W., 2024, EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Student Research Workshop. Falk, N., Papi, S. & Zhang, M. (eds.). Association for Computational Linguistics (ACL), p. 225-237 13 p. (EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Student Research Workshop).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Mathematical Reasoning 100%
  • Large Language Models 100%
  • Large Language Model 100%
  • Mathematical Problem 100%
  • Mathematical Problems 50%
  4 Scopus citations

• LazyDP: Co-Designing Algorithm-Software for Scalable Training of Differentially Private Recommendation Models

  Lim, J., Kwon, Y., Hwang, R., Maeng, K., Suh, E. & Rhu, M., Apr 27 2024, Summer Cycle. Association for Computing Machinery, p. 616-630 15 p. (International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS; vol. 2).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Differential Privacy 100%
  • Differentially Private 100%
  • Recommendation Model 100%
  • Algorithm Design 100%
  • Co-design Method 100%

• Leveraging Transfer Learning for Enhancing Graph Optimization Problem Solving

  Hung, H. J., Lee, W. C., Shen, C. Y., He, F. & Lei, Z., 2024, Advances in Knowledge Discovery and Data Mining - 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2024, Proceedings. Yang, D.-N., Xie, X., Tseng, V. S., Pei, J., Huang, J.-W. & Lin, J.C.-W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 339-351 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14646 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Transfer Learning 100%
  • Optimization Problem 100%
  • Optimization Task 40%
  • Graph Optimization 40%
  • Computation Time 20%

• Lower-Bounds on Public-Key Operations in PIR

  Dujmovic, J. & Hajiabadi, M., 2024, Advances in Cryptology – EUROCRYPT 2024 - 43rd Annual International Conference on the Theory and Applications of Cryptographic Techniques, 2024, Proceedings. Joye, M. & Leander, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 65-87 23 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14656 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Sender 75%
  • Multi-party Computation 75%
  • Private Information Retrieval 75%
  • Oblivious Transfer 75%
  • Database Entry 66%

• MIMO Imaging Method with Extrapolation-Iterative Adaptive Approach-Based Super-Resolution Technique for Automotive Radar

  Kim, B. S., Lee, J., Kim, S. & Narayanan, R. M., 2024, RadarConf 2024 - 2024 IEEE Radar Conference, Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the IEEE Radar Conference).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Imaging Methods 100%
  • Super-resolution Algorithm 100%
  • MIMO Imaging 100%
  • Automotive Radar 100%
  • Imaging Method 100%

• MIMO imaging method with iterative-based super-resolution for automotive radar

  Kim, B. S., Lee, J., Jin, Y., Kim, S. & Narayanan, R. M., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 13031-13035 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Multiple-Input Multiple-Output 100%
  • Image Analysis 100%
  • Automotive Radar 100%
  • Imaging Method 100%
  • Vehicle Radar 100%

• Minimizing Coherence Errors via Dynamic Decoupling

  Khadirsharbiyani, S., Sadeghi, M., Eghbali Zarch, M. & Kandemir, M. T., May 30 2024, ICS 2024 - Proceedings of the 38th ACM International Conference on Supercomputing. Association for Computing Machinery, p. 165-174 10 p. (Proceedings of the International Conference on Supercomputing).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Dynamical Decoupling 100%
  • Qubit 100%
  • Quantum Circuit 100%
  • Quantum Dot 100%
  • Limitations 50%

• NKT: Evidence-aware Inference for Neutralized Zero-shot Transfer

  Feng, X., Chiang, M. F., Lee, W. C. & Kuang, Z., 2024, 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings. Calzolari, N., Kan, M.-Y., Hoste, V., Lenci, A., Sakti, S. & Xue, N. (eds.). European Language Resources Association (ELRA), p. 6671-6681 11 p. (2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Knowledge Transfer 100%
  • Zero-shot Transfer 100%
  • Domain Knowledge 100%
  • Natural Language Processing 40%
  • Cross-domain Knowledge Transfer 33%

• Non-parametric Greedy Optimization of Parametric Quantum Circuits

  Phalak, K. & Ghosh, S., 2024, Proceedings of the 25th International Symposium on Quality Electronic Design, ISQED 2024. IEEE Computer Society, (Proceedings - International Symposium on Quality Electronic Design, ISQED).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Greedy Optimization 100%
  • Percent Reduction 100%
  • Nonparametric Representation 25%
  • Unitary Transformation 25%
  • Data Loading 25%

• Obfuscating Quantum Hybrid-Classical Algorithms for Security and Privacy

  Upadhyay, S. & Ghosh, S., 2024, Proceedings of the 25th International Symposium on Quality Electronic Design, ISQED 2024. IEEE Computer Society, (Proceedings - International Symposium on Quality Electronic Design, ISQED).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Obfuscation 100%
  • Security Privacy 100%
  • Classical Algorithm 100%
  • Quantum Approximate Optimization Algorithm 100%
  • Security and Privacy 100%
  1 Scopus citations

• Optimized Cross-Path Attacks via Adversarial Reconnaissance

  Huang, Y., Lin, Y. & He, T., Jun 10 2024, SIGMETRICS/PERFORMANCE 2024 - Abstracts of the 2024 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems. Association for Computing Machinery, Inc, p. 51-52 2 p. (SIGMETRICS/PERFORMANCE 2024 - Abstracts of the 2024 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Attackers 100%
  • Performance Impact 100%
  • Reconnaissance 100%
  • Adversarial Reconnaissance 100%
  • Communication Network 50%

• Paldia: Enabling SLO-Compliant and Cost-Effective Serverless Computing on Heterogeneous Hardware

  Bhasi, V. M., Sharma, A., Mohanty, S., Kandemir, M. T. & Das, C., 2024, Proceedings - 2024 IEEE International Parallel and Distributed Processing Symposium, IPDPS 2024. Institute of Electrical and Electronics Engineers Inc., p. 100-113 14 p. (Proceedings - 2024 IEEE International Parallel and Distributed Processing Symposium, IPDPS 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Service Level Objectives 100%
  • Enabling Services 100%
  • Serverless Computing 100%
  • Heterogeneous Hardware 100%
  • Service-Level Objective 100%