Jiann-Shiun Yuan

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 38

Top Topics

Transfer Learning

Intrusion Detection

Security Protection

Top Venues

Big Data Cogn. Comput.

J. Low Power Electron.

Publications

Shahad Alahmed, Qutaiba Alasad, Jiann-Shiun Yuan, Mohammed Alawad
Impacting Robustness in Deep Learning-Based NIDS through Poisoning Attacks. Algorithms 17 (4) (2024)
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) (2024)
Aminollah Khormali, Jiann-Shiun Yuan
Self-Supervised Graph Transformer for Deepfake Detection. IEEE Access 12 (2024)
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) (2023)
Aminollah Khormali, Jiann-Shiun Yuan
Self-Supervised Graph Transformer for Deepfake Detection. CoRR (2023)
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) (2022)
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) (2022)
Milad Salem, Arash Keshavarzi Arshadi, Jiann-Shiun Yuan
AMPDeep: hemolytic activity prediction of antimicrobial peptides using transfer learning. BMC Bioinform. 23 (1) (2022)
Aminollah Khormali, Jiann-Shiun Yuan
ADD: Attention-Based DeepFake Detection Approach. Big Data Cogn. Comput. 5 (4) (2021)
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)
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) (2020)
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) (2020)
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 (2020)
Jie Lin, Jiann-Shiun Yuan
A scalable and reconfigurable in-memory architecture for ternary deep spiking neural network with ReRAM based neurons. Neurocomputing 375 (2020)
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)
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) (2019)
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)
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) (2019)
Wen Yang, Jiann-Shiun Yuan, Balakrishnan Krishnan, Patrick Shea
Low-Side GaN Power Device Dynamic Ron Characteristics Under Different Substrate Biases. IRPS (2019)
Qutaiba Alasad, Jiann-Shiun Yuan, Jie Lin
Resilient AES Against Side-Channel Attack Using All-Spin Logic. ACM Great Lakes Symposium on VLSI (2018)
Milad Salem, Shayan Taheri, Jiann-Shiun Yuan
ECG Arrhythmia Classification Using Transfer Learning from 2-Dimensional Deep CNN Features. CoRR (2018)
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) (2018)
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) (2018)
Milad Salem, Shayan Taheri, Jiann-Shiun Yuan
Anomaly Generation using Generative Adversarial Networks in Host Based Intrusion Detection. CoRR (2018)
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) (2018)
Milad Salem, Shayan Taheri, Jiann-Shiun Yuan
Anomaly Generation Using Generative Adversarial Networks in Host-Based Intrusion Detection. UEMCON (2018)
Milad Salem, Shayan Taheri, Jiann-Shiun Yuan
ECG Arrhythmia Classification Using Transfer Learning from 2- Dimensional Deep CNN Features. BioCAS (2018)
Shayan Taheri, Jiann-Shiun Yuan
Security analysis of computing systems from circuit-architectural perspective. DSC (2017)
Shayan Taheri, Jiann-Shiun Yuan
Security Protection for Magnetic Tunnel Junction. CoRR (2017)
Qutaiba Alasad, Jiann-Shiun Yuan
Logic Obfuscation against IC Reverse Engineering Attacks Using PLGs. ICCD (2017)
Jie Lin, Jiann-Shiun Yuan
Capacitor-less RRAM-based stochastic neuron for event-based unsupervised learning. BioCAS (2017)
Shayan Taheri, Jiann-Shiun Yuan
Security Analysis of Tunnel Field-Effect Transistor for Low Power Hardware. CoRR (2017)
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) (2017)
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) (2017)
Qutaiba Alasad, Jiann-Shiun Yuan, Deliang Fan
Leveraging All-Spin Logic to Improve Hardware Security. ACM Great Lakes Symposium on VLSI (2017)
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) (2016)
Yu Bi, Kaveh Shamsi, Jiann-Shiun Yuan, François-Xavier Standaert, Yier Jin
Leverage Emerging Technologies For DPA-Resilient Block Cipher Design. DATE (2016)
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) (2016)
Jiann-Shiun Yuan, Yu Bi
Process and temperature robust voltage multiplier design for RF energy harvesting. Microelectron. Reliab. 55 (1) (2015)
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)
Jason B. Steighner, Jiann-Shiun Yuan
Examination of hot carrier effects of the AlGaAs/InGaAs pHEMT through device simulation. Microelectron. Reliab. 52 (12) (2012)
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) (2011)
Xiang Liu, Jiann-Shiun Yuan, Juin J. Liou
Thermal reliability of VCO using InGaP/GaAs HBTs. Microelectron. Reliab. 51 (12) (2011)
Karan Kutty, Jiann-Shiun Yuan, Shuyu Chen
Evaluation of gate oxide breakdown effect on cascode class E power amplifier performance. Microelectron. Reliab. 51 (8) (2011)
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) (2010)
Jiann-Shiun Yuan, J. Ma
Voltage stress effect on class AB power amplifier and mixed-signal sample-hold circuit. Microelectron. Reliab. 50 (6) (2010)
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) (2010)
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) (2010)
Xiang Liu, Jiann-Shiun Yuan, Juin J. Liou
InGaP/GaAs heterojunction bipolar transistor and RF power amplifier reliability. Microelectron. Reliab. 48 (8-9) (2008)
Weidong Kuang, Lizhi Cao, Chuanzhao Yu, Jiann-Shiun Yuan
PMOS breakdown effects on digital circuits - Modeling and analysis. Microelectron. Reliab. 48 (8-9) (2008)
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) (2006)
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) (2006)
Jia Di, Jiann-Shiun Yuan
Energy-Aware Dual-Rail Bit-Wise Completion Pipelined Arithmetic Circuit Design. J. Low Power Electron. 2 (2) (2006)
Jiann-Shiun Yuan, Jia Di
Teaching low-power electronic design in electrical and computer engineering. IEEE Trans. Educ. 48 (1) (2005)
Jiann-Shiun Yuan, Jia Di
Dynamic Active-bit Detection and Operands Exchange for Designing Energy-aware Asynchronous Multipliers. CDES (2005)
Jiann-Shiun Yuan, Weidong Kuang
Teaching asynchronous design in digital integrated circuits. IEEE Trans. Educ. 47 (3) (2004)
Scott C. Smith, Ronald F. DeMara, Jiann-Shiun Yuan, Dennis Ferguson, D. Lamb
Optimization of NULL convention self-timed circuits. Integr. 37 (3) (2004)
Jia Di, Jiann-Shiun Yuan
Power-aware pipelined multiplier design based on 2-dimensional pipeline gating. ACM Great Lakes Symposium on VLSI (2003)
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)
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) (2002)
Scott C. Smith, Ronald F. DeMara, Jiann-Shiun Yuan, M. Hagedorn, Dennis Ferguson
Delay-insensitive gate-level pipelining. Integr. 30 (2) (2001)
Jiann-Shiun Yuan
Overview of SiGe Technology Modeling and Application. ISQED (2000)
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)
Jiann-Shiun Yuan, Juin J. Liou, David M. Wu
Testing the impact of process defects on ECL power-delay performance. VTS (1991)