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ORCIDJiann-Shiun Yuan
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- affiliation: University of Central Florida, Department of Electrical and Computer Engineering, Orlando, USA
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Journal Articles
- 2024
[j44]Aminollah Khormali
, Jiann-Shiun Yuan:
Self-Supervised Graph Transformer for Deepfake Detection. IEEE Access 12: 58114-58127 (2024)- [j43]Shahad Alahmed, Qutaiba Alasad, Jiann-Shiun Yuan, Mohammed Alawad:
Impacting Robustness in Deep Learning-Based NIDS through Poisoning Attacks. Algorithms 17(4): 155 (2024) - [j42]Arash Keshavarzi Arshadi, Milad Salem, Heather Karner, Kristle Garcia, Abolfazl Arab, Jiann-Shiun Yuan, Hani Goodarzi:
Functional microRNA-targeting drug discovery by graph-based deep learning. Patterns 5(1): 100909 (2024) - 2023
- [j41]Azwad Tamir, Milad Salem, Jiann-Shiun Yuan:
ProtEC: A Transformer Based Deep Learning System for Accurate Annotation of Enzyme Commission Numbers. IEEE ACM Trans. Comput. Biol. Bioinform. 20(6): 3691-3702 (2023) - 2022
- [j40]Milad Salem, Arash Keshavarzi Arshadi, Jiann-Shiun Yuan:
AMPDeep: hemolytic activity prediction of antimicrobial peptides using transfer learning. BMC Bioinform. 23(1): 389 (2022) - [j39]Shahad Alahmed, Qutaiba Alasad, Maytham M. Hammood, Jiann-Shiun Yuan, Mohammed Alawad:
Mitigation of Black-Box Attacks on Intrusion Detection Systems-Based ML. Comput. 11(7): 115 (2022) - [j38]Arash Keshavarzi Arshadi, Milad Salem, Arash Firouzbakht, Jiann-Shiun Yuan:
MolData, a molecular benchmark for disease and target based machine learning. J. Cheminformatics 14(1): 10 (2022) - 2021
- [j37]Aminollah Khormali, Jiann-Shiun Yuan:
ADD: Attention-Based DeepFake Detection Approach. Big Data Cogn. Comput. 5(4): 49 (2021) - [j36]Qutaiba Alasad, Jie Lin, Jiann-Shuin Yuan, Deliang Fan, Amro Awad:
Resilient and Secure Hardware Devices Using ASL. ACM J. Emerg. Technol. Comput. Syst. 17(2): 11:1-11:26 (2021) - 2020
- [j35]Shayan Taheri, Aminollah Khormali, Milad Salem, Jiann-Shiun Yuan:
Developing a Robust Defensive System against Adversarial Examples Using Generative Adversarial Networks. Big Data Cogn. Comput. 4(2): 11 (2020) - [j34]Milad Salem, Aminollah Khormali, Arash Keshavarzi Arshadi, Julia Webb, Jiann-Shiun Yuan:
TranScreen: Transfer Learning on Graph-Based Anti-Cancer Virtual Screening Model. Big Data Cogn. Comput. 4(3): 16 (2020) - [j33]Arash Keshavarzi Arshadi, Julia Webb, Milad Salem, Emmanuel Cruz, Stacie Calad-Thomson, Niloofar Ghadirian, Jennifer Collins, Elena Diez-Cecilia, Brendan Kelly, Hani Goodarzi, Jiann-Shiun Yuan:
Artificial Intelligence for COVID-19 Drug Discovery and Vaccine Development. Frontiers Artif. Intell. 3: 65 (2020) - [j32]Jie Lin, Jiann-Shiun Yuan:
A scalable and reconfigurable in-memory architecture for ternary deep spiking neural network with ReRAM based neurons. Neurocomputing 375: 102-112 (2020) - [j31]Qutaiba Alasad, Jiann-Shuin Yuan, Pramod Subramanyan:
Strong Logic Obfuscation with Low Overhead against IC Reverse Engineering Attacks. ACM Trans. Design Autom. Electr. Syst. 25(4): 34:1-34:31 (2020) - 2019
- [j30]Shayan Taheri, Milad Salem, Jiann-Shiun Yuan:
RazorNet: Adversarial Training and Noise Training on a Deep Neural Network Fooled by a Shallow Neural Network. Big Data Cogn. Comput. 3(3): 43 (2019) - [j29]Milad Salem, Shayan Taheri, Jiann-Shiun Yuan:
Utilizing Transfer Learning and Homomorphic Encryption in a Privacy Preserving and Secure Biometric Recognition System. Comput. 8(1): 3 (2019) - 2018
- [j28]Milad Salem, Shayan Taheri, Jiann-Shiun Yuan:
An Experimental Evaluation of Fault Diagnosis from Imbalanced and Incomplete Data for Smart Semiconductor Manufacturing. Big Data Cogn. Comput. 2(4): 30 (2018) - [j27]Shayan Taheri, Milad Salem, Jiann-Shiun Yuan:
Leveraging Image Representation of Network Traffic Data and Transfer Learning in Botnet Detection. Big Data Cogn. Comput. 2(4): 37 (2018) - [j26]Jie Lin, Jiann-Shiun Yuan:
Analysis and Simulation of Capacitor-Less ReRAM-Based Stochastic Neurons for the in-Memory Spiking Neural Network. IEEE Trans. Biomed. Circuits Syst. 12(5): 1004-1017 (2018) - 2017
- [j25]Jie Lin, Jiann-Shiun Yuan:
A 12-Bit Ultra-Low Voltage Noise Shaping Successive-Approximation Register Analogto-Digital Converter Using Emerging TFETs. J. Low Power Electron. 13(3): 497-510 (2017) - [j24]Yu Bi, Kaveh Shamsi, Jiann-Shiun Yuan, Yier Jin, Michael T. Niemier, Xiaobo Sharon Hu:
Tunnel FET Current Mode Logic for DPA-Resilient Circuit Designs. IEEE Trans. Emerg. Top. Comput. 5(3): 340-352 (2017) - 2016
- [j23]Yu Bi, Kaveh Shamsi, Jiann-Shiun Yuan, Pierre-Emmanuel Gaillardon, Giovanni De Micheli, Xunzhao Yin, Xiaobo Sharon Hu, Michael T. Niemier, Yier Jin:
Emerging Technology-Based Design of Primitives for Hardware Security. ACM J. Emerg. Technol. Comput. Syst. 13(1): 3:1-3:19 (2016) - [j22]Jie Lin, Jiann-Shiun Yuan:
Ultra-Low Power Successive Approximation Analog-to-Digital Converter Using Emerging Tunnel Field Effect Transistor Technology. J. Low Power Electron. 12(3): 218-226 (2016) - 2015
- [j21]Jiann-Shiun Yuan, Yu Bi:
Process and temperature robust voltage multiplier design for RF energy harvesting. Microelectron. Reliab. 55(1): 107-113 (2015) - 2013
- [j20]S. L. Jang, Jiann-Shiun Yuan, S. D. Yen, E. Kritchanchai, G. W. Huang:
Experimental evaluation of hot electron reliability on differential Clapp-VCO. Microelectron. Reliab. 53(2): 254-258 (2013) - 2012
- [j19]H. D. Yen, Jiann-Shiun Yuan, Ruey-Lue Wang, G. W. Huang, W. K. Yeh, F. S. Huang:
RF stress effects on CMOS LC-loaded VCO reliability evaluated by experiments. Microelectron. Reliab. 52(11): 2655-2659 (2012) - [j18]Jason B. Steighner, Jiann-Shiun Yuan:
Examination of hot carrier effects of the AlGaAs/InGaAs pHEMT through device simulation. Microelectron. Reliab. 52(12): 2932-2940 (2012) - 2011
- [j17]Jiann-Shiun Yuan, Wen-Kuan Yeh, Shuyu Chen, Chia-Wei Hsu:
NBTI reliability on high-k metal-gate SiGe transistor and circuit performances. Microelectron. Reliab. 51(5): 914-918 (2011) - [j16]Karan Kutty, Jiann-Shiun Yuan, Shuyu Chen:
Evaluation of gate oxide breakdown effect on cascode class E power amplifier performance. Microelectron. Reliab. 51(8): 1302-1308 (2011) - [j15]Xiang Liu, Jiann-Shiun Yuan, Juin J. Liou:
Thermal reliability of VCO using InGaP/GaAs HBTs. Microelectron. Reliab. 51(12): 2147-2152 (2011) - 2010
- [j14]Xiang Liu, Jiann-Shiun Yuan, Juin J. Liou:
Electro-thermal stress effect on InGaP/GaAs heterojunction bipolar low-noise amplifier performance. Microelectron. Reliab. 50(3): 365-369 (2010) - [j13]Jiann-Shiun Yuan, J. Ma:
Voltage stress effect on class AB power amplifier and mixed-signal sample-hold circuit. Microelectron. Reliab. 50(6): 801-806 (2010) - [j12]Jiann-Shiun Yuan, J. Ma, Wen-Kuan Yeh, Chia-Wei Hsu:
Impact of strain on hot electron reliability of dual-band power amplifier and integrated LNA-mixer RF performances. Microelectron. Reliab. 50(6): 807-812 (2010) - [j11]Weidong Kuang, Peiyi Zhao, Jiann-Shiun Yuan, Ronald F. DeMara:
Design of Asynchronous Circuits for High Soft Error Tolerance in Deep Submicrometer CMOS Circuits. IEEE Trans. Very Large Scale Integr. Syst. 18(3): 410-422 (2010) - 2008
- [j10]Xiang Liu, Jiann-Shiun Yuan, Juin J. Liou:
InGaP/GaAs heterojunction bipolar transistor and RF power amplifier reliability. Microelectron. Reliab. 48(8-9): 1212-1215 (2008) - [j9]Weidong Kuang, Lizhi Cao, Chuanzhao Yu, Jiann-Shiun Yuan:
PMOS breakdown effects on digital circuits - Modeling and analysis. Microelectron. Reliab. 48(8-9): 1597-1600 (2008) - 2006
- [j8]Jia Di, Jiann-Shiun Yuan, Ronald F. DeMara:
Improving power-awareness of pipelined array multipliers using two-dimensional pipeline gating and its application on FIR design. Integr. 39(2): 90-112 (2006) - [j7]Jia Di, Jiann-Shiun Yuan:
Energy-Aware Dual-Rail Bit-Wise Completion Pipelined Arithmetic Circuit Design. J. Low Power Electron. 2(2): 201-216 (2006) - [j6]Chuanzhao Yu, L. Jiang, Jiann-Shiun Yuan:
Study of performance degradations in DC-DC converter due to hot carrier stress by simulation. Microelectron. Reliab. 46(9-11): 1840-1843 (2006) - 2005
- [j5]Jiann-Shiun Yuan, Jia Di:
Teaching low-power electronic design in electrical and computer engineering. IEEE Trans. Educ. 48(1): 169-182 (2005) - 2004
- [j4]Scott C. Smith, Ronald F. DeMara, Jiann-Shiun Yuan, Dennis Ferguson, D. Lamb:
Optimization of NULL convention self-timed circuits. Integr. 37(3): 135-165 (2004) - [j3]Jiann-Shiun Yuan, Weidong Kuang:
Teaching asynchronous design in digital integrated circuits. IEEE Trans. Educ. 47(3): 397-404 (2004) - 2002
- [j2]Scott C. Smith, Ronald F. DeMara, Jiann-Shiun Yuan, M. Hagedorn, Dennis Ferguson:
NULL convention multiply and accumulate unit with conditional rounding, scaling, and saturation. J. Syst. Archit. 47(12): 977-998 (2002) - 2001
- [j1]Scott C. Smith, Ronald F. DeMara, Jiann-Shiun Yuan, M. Hagedorn, Dennis Ferguson:
Delay-insensitive gate-level pipelining. Integr. 30(2): 103-131 (2001)
Conference and Workshop Papers
- 2020
- [c19]Wen Yang, Nicholas Stoll, Jiann-Shiun Yuan:
ESD Robustness of GaN-on-Si Power Devices under Substrate Biases by means of TLP/VFTLP Tests. IRPS 2020: 1-5 - [c18]Wen Yang, Jiann-Shiun Yuan, Balakrishnan Krishnan, An-Jye Tzou, Wen-Kuan Yeh:
Substrate Bias Effect on Dynamic Characteristics of a Monolithically Integrated GaN Half-Bridge. IRPS 2020: 1-5 - 2019
- [c17]Zhezhi He, Jie Lin, Rickard Ewetz, Jiann-Shiun Yuan, Deliang Fan:
Noise Injection Adaption: End-to-End ReRAM Crossbar Non-ideal Effect Adaption for Neural Network Mapping. DAC 2019: 57 - [c16]Wen Yang, Jiann-Shiun Yuan, Balakrishnan Krishnan, Patrick Shea:
Low-Side GaN Power Device Dynamic Ron Characteristics Under Different Substrate Biases. IRPS 2019: 1-7 - 2018
- [c15]Milad Salem, Shayan Taheri, Jiann-Shiun Yuan:
ECG Arrhythmia Classification Using Transfer Learning from 2- Dimensional Deep CNN Features. BioCAS 2018: 1-4 - [c14]Qutaiba Alasad, Jiann-Shiun Yuan, Jie Lin:
Resilient AES Against Side-Channel Attack Using All-Spin Logic. ACM Great Lakes Symposium on VLSI 2018: 57-62 - [c13]Milad Salem, Shayan Taheri, Jiann-Shiun Yuan:
Anomaly Generation Using Generative Adversarial Networks in Host-Based Intrusion Detection. UEMCON 2018: 683-687 - 2017
- [c12]Jie Lin, Jiann-Shiun Yuan:
Capacitor-less RRAM-based stochastic neuron for event-based unsupervised learning. BioCAS 2017: 1-4 - [c11]Shayan Taheri, Jiann-Shiun Yuan:
Security analysis of computing systems from circuit-architectural perspective. DSC 2017: 166-173 - [c10]Qutaiba Alasad, Jiann-Shiun Yuan, Deliang Fan:
Leveraging All-Spin Logic to Improve Hardware Security. ACM Great Lakes Symposium on VLSI 2017: 491-494 - [c9]Qutaiba Alasad, Jiann-Shiun Yuan:
Logic Obfuscation against IC Reverse Engineering Attacks Using PLGs. ICCD 2017: 341-344 - 2016
- [c8]Yu Bi, Kaveh Shamsi, Jiann-Shiun Yuan, François-Xavier Standaert, Yier Jin:
Leverage Emerging Technologies For DPA-Resilient Block Cipher Design. DATE 2016: 1538-1543 - 2014
- [c7]Yu Bi, Pierre-Emmanuel Gaillardon, Xiaobo Sharon Hu, Michael T. Niemier, Jiann-Shiun Yuan, Yier Jin:
Leveraging Emerging Technology for Hardware Security - Case Study on Silicon Nanowire FETs and Graphene SymFETs. ATS 2014: 342-347 - 2005
- [c6]Jiann-Shiun Yuan, Jia Di:
Dynamic Active-bit Detection and Operands Exchange for Designing Energy-aware Asynchronous Multipliers. CDES 2005: 218-223 - 2003
- [c5]Jia Di, Jiann-Shiun Yuan:
Power-aware pipelined multiplier design based on 2-dimensional pipeline gating. ACM Great Lakes Symposium on VLSI 2003: 64-67 - [c4]Jia Di, Jiann-Shiun Yuan, Ronald F. DeMara:
High Throughput Power-Aware FIR Filter Design Based on Fine-Grain Pipelining Multipliers and Adders. ISVLSI 2003: 260-261 - 2000
- [c3]Jiann-Shiun Yuan:
Overview of SiGe Technology Modeling and Application. ISQED 2000: 67-72 - 1991
- [c2]Waisum Wong, Juin J. Liou, Jiann-Shiun Yuan, David M. Wu:
Statistical sensitivity simulation for integrating design and testing of MOSFET integrated circuits. VTS 1991: 104-108 - [c1]Jiann-Shiun Yuan, Juin J. Liou, David M. Wu:
Testing the impact of process defects on ECL power-delay performance. VTS 1991: 233-238
Informal and Other Publications
- 2023
- [i5]Aminollah Khormali, Jiann-Shiun Yuan:
Self-Supervised Graph Transformer for Deepfake Detection. CoRR abs/2307.15019 (2023) - 2018
- [i4]Milad Salem, Shayan Taheri, Jiann-Shiun Yuan:
ECG Arrhythmia Classification Using Transfer Learning from 2-Dimensional Deep CNN Features. CoRR abs/1812.04693 (2018) - [i3]Milad Salem, Shayan Taheri, Jiann-Shiun Yuan:
Anomaly Generation using Generative Adversarial Networks in Host Based Intrusion Detection. CoRR abs/1812.04697 (2018) - 2017
- [i2]Shayan Taheri, Jiann-Shiun Yuan:
Security Analysis of Tunnel Field-Effect Transistor for Low Power Hardware. CoRR abs/1704.07878 (2017) - [i1]Shayan Taheri, Jiann-Shiun Yuan:
Security Protection for Magnetic Tunnel Junction. CoRR abs/1704.08513 (2017)
Coauthor Index
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