Works from 2023
Privacy-Preserving Federated Learning with Malicious Clients and Honest-but-Curious Servers, Junqing Le, Di Zhang, Xinyu Lei, Long Jiao, Kai Zeng, and Xiaofeng Liao
Multi-modal knowledge graph inference via media convergence and logic rule, Feng Lin, Dongmei Li, Wenbin Zhang, Dongsheng Shi, Yuanzhou Jiao, Qianzhong Chen, Yiying Lin, and Wentao Zhu
Graph Neural Networks Based Memory Inefficiency Detection Using Selective Sampling, Pengcheng Li, Yixin Guo, Yingwei Luo, Xiaolin Wang, Zhenlin Wang, and Xu Liu
A Scalable Real-time Semantic Segmentation Network for Autonomous Driving, Jun Liu, Chao Wu, Geng Yuan, Wei Niu, Wenbin Zhang, and Houbing Herbert Song
Towards Inference of Original Graph Data Information from Graph Embeddings, Xinyang Li, Xinyu Lei, Yantao Li, Huafeng Qin, and Yiwen Hu
Cluster Validity for Fuzzy Text Segmentation, Evan Lucas and Timothy C. Havens
Facilitating the Bootstrapping of a New ISA, Abigail Mortensen, Scott Pomerville, David Whalley, Soner Onder, and Gang Ryung Uh
Formal Specification, Verification and Repair of Contiki's Scheduler, Hassan Mousavi, Ali Ebnenasir, and Elham Mahmoudzadeh
4D Range Reporting in the Pointer Machine Model in Almost-Optimal Time, Yakov Nekrich and Saladi Rahul
Programming by Voice: Exploring User Preferences and Speaking Styles, Sadia Nowrin and Keith Vertanen
LMNglyPred: prediction of human N-linked glycosylation sites using embeddings from a pre-trained protein language model, Subash C. Pakhrin, Suresh Pokharel, Kiyoko F. Aoki-Kinoshita, Moriah R. Beck, Tarun K. Dam, Doina Caragea, and Dukka KC
LMPhosSite: A Deep Learning-Based Approach for General Protein Phosphorylation Site Prediction Using Embeddings from the Local Window Sequence and Pretrained Protein Language Model, Subash C. Pakhrin, Suresh Pokharel, Pawel Pratyush, Meenal Chaudhari, Hamid D. Ismail, and Dukka KC
DFT-aided machine learning-based discovery of magnetism in Fe-based bimetallic chalcogenides, Dharmendra Pant, Suresh Pokharel, Subhasish Mandal, Dukka KC, and Ranjit Pati
HIL Demonstration of Energy Management Strategy for Real World Extreme Fast Charging Stations with Local Battery Energy Storage Systems, Yugandhara Yuvraj Patil, Daniel Dobrzynski, Bryan Nystrom, Zhouquan Wu, and Bo Chen
Integrating Embeddings from Multiple Protein Language Models to Improve Protein O-GlcNAc Site Prediction, Suresh Pokharel, Pawel Pratyush, Hamid D. Ismail, Junfeng Ma, and Dukka KC
Hydrogen peroxide-dependent oxidation of ERK2 within its D-recruitment site alters its substrate selection, Anthony E. Postiglione, Laquaundra L. Adams, Ese S. Ekhator, Anuoluwapo E. Odelade, Supriya Patwardhan, Meenal Chaudhari, Avery S. Pardue, Anjali Kumari, William A. LeFever, Olivia P. Tornow, Tamer S. Kaoud, Johnathan Neiswinger, Jun Seop Jeong, Derek Parsonage, Kimberly J. Nelson, Dukka KC, Cristina M. Furdui, Heng Zhu, Andrew J. Wommack, Kevin N. Dalby, Ming Dong, Leslie B. Poole, Jeremiah D. Keyes, and Robert H. Newman
pLMSNOSite: an ensemble-based approach for predicting protein S-nitrosylation sites by integrating supervised word embedding and embedding from pre-trained protein language model, Pawel Pratyush, Suresh Pokharel, Hiroto Saigo, and Dukka KC
Exploring Scalable Parallelization for Edit Distance-Based Motif Search, Junqiao Qiu and Ali Ebnenasir
MEMORIAL ENTREPRENEURSHIP AND THE POLITICAL ECONOMIES OF FOOD-BASED LIVING MEMORY, Mark Rhodes and Julianna Bartoszek
A Non-Reference Evaluation of Underwater Image Enhancement Methods Using a New Underwater Image Dataset, Ashraf Saleem, Sidike Paheding, Nathir Rawashdeh, Ali Awad, and Navjot Kaur
vTMM: Tiered Memory Management for Virtual Machines, Sai Sha, Chuandong Li, Yingwei Luo, Xiaolin Wang, and Zhenlin Wang
vTMM: Tiered Memory Management for Virtual Machines, Sai Sha, Chuandong Li, Yingwei Luo, Xiaoying Lin Wang, and Zhenlin Wang
When Good Turns Evil: Encrypted 5G/4G Voice Calls Can Leak Your Identities, Jingwen Shi, Tian Xie, Guan Hua Tu, Chunyi Peng, Chi Yu Li, Andrew Hou, Sihan Wang, Yiwen Hu, Xinyu Lei, Min Yue Chen, Li Xiao, and Xiaoming Liu
Analysis of image filtering based on different types of rank filters, Ahmad Al Turk, Saif Najdawi, Mohammad Otair, and Serein Al-Ratrout
Dissecting Operational Cellular IoT Service Security: Attacks and Defenses, Sihan Wang, Tian Xie, Min Yue Chen, Guan Hua Tu, Chi Yu Li, Xinyu Lei, Po Yi Chou, Fucheng Hsieh, Yiwen Hu, Li Xiao, and Chunyi Peng
Multi-Tenant In-memory Key-Value Cache Partitioning Using Efficient Random Sampling-Based LRU Model, Yuchen Wang, Junyao Yang, and Zhenlin Wang
Preventing Discriminatory Decision-making in Evolving Data Streams, Zichong Wang, Nripsuta Saxena, Tongjia Yu, Sneha Karki, Tyler Zetty, Israat Haque, Shan Zhou, Dukka KC, Ian Stockwell, Xuyu Wang, Albert Bifet, and Wenbin Zhang
FG2 AN: Fairness-Aware Graph Generative Adversarial Networks, Zichong Wang, Charles Wallace, Albert Bifet, Xin Yao, and Wenbin Zhang
Towards Fair Machine Learning Software: Understanding and Addressing Model Bias Through Counterfactual Thinking, Zichong Wang, Yang Zhou, Meikang Qiu, Israat Haque, Laura Brown, Yi He, Wenbin Zhang, and et al.
FLORIA: A Fast and Featherlight Approach for Predicting Cache Performance, Jun Xiao, Yaocheng Xiang, Xiaolin Wang, Yingwei Luo, Andy Pimentel, and Zhenlin Wang
Enabling Accurate Data Recovery for Mobile Devices Against Malware Attacks, Wen Xie, Niusen Chen, and Bo Chen
RACE: An Efficient Redundancy-aware Accelerator for Dynamic Graph Neural Network, Hui Yu, Yu Zhang, Jin Zhao, Yujian Liao, Zhiying Huang, Donghao He, Lin Gu, Hai Jin, Xiaofei Liao, Haikun Liu, Bingsheng He, and Jianhui Yue
Secure Redactable Blockchain With Dynamic Support, Di Zhang, Junqing Le, Xinyu Lei, Tao Xiang, and Xiaofeng Liao
Federated Learning for IoT Devices with Domain Generalization, Liling Zhang, Xinyu Lei, Yichun Shi, Hongyu Huang, and Chao Chen
Fairness with censorship and group constraints, Wenbin Zhang and Jeremy C. Weiss
Object Fingerprint Cache for Heterogeneous Memory System, Fang Zhou, Song Wu, Jianhui Yue, Hai Jin, and Jiangqiu Shen
Handling Data Heterogeneity for IoT Devices in Federated Learning: A Knowledge Fusion Approach, Xu Zhou, Xinyu Lei, Cong Yang, Yichun Shi, Xiao Zhang, and Jingwen Shi
A new method incorporating deep learning with shape priors for left ventricular segmentation in myocardial perfusion SPECT images, Fubao Zhu, Longxi Li, Jinyu Zhao, Chen Zhao, Shaojie Tang, Jiaofen Nan, Yanting Li, Zhongqiang Zhao, Jianzhou Shi, Zenghong Chen, Chuang Han, Zhixin Jiang, and Weihua Zhou
Works from 2022
Bioinformatic Analyses of Peroxiredoxins and RF-Prx: A Random Forest-Based Predictor and Classifier for Prxs, Hussam AL-Barakati, Robert H. Newman, Dukka KC, and Leslie B. Poole
Convolution neural network for identification of obstructive sleep apnea, Serein Al-Ratrout and Abdulnasir Hossen
Preparing First-Year Engineering Students to Think About Code: A Guided Inquiry Approach, Briana Christina Bettin, Michelle E. Jarvie-Eggart, Kelly S. Steelman, and Charles Wallace
Identifying and Addressing Risks in the Early Design of a Sociotechnical System through Premortem, Briana Christina Bettin, Kelly S. Steelman, Charles Wallace, Dana Pontious, and Elizabeth Veinott
A Performance Evaluation of Nomon: A Flexible Interface for Noisy Single-Switch Users, Nicholas Ryan Bonaker, Emli Mari Nel, Keith Vertanen, and Tamara Broderick
A Performance Evaluation of Nomon: A Flexible Interface for Noisy Single-Switch Users, Nicholas Ryan Bonaker, Emli Mari Nel, Keith Vertanen, and Tamara Broderick
Demonstrating Nomon: A Flexible Interface for Noisy Single-Switch Users, Nicholas Ryan Bonaker, Emli Mari Nel, Keith Vertanen, and Tamara Broderick
Design and Use of a Visualization for Teaching Integer Coercion, Steven Carr, Yu Chin Cheng, Yu Hsiang Hu, Jean Mayo, Ahmed Radwan, Ching-Kuang Shene, and James Walker
ORTHOGONAL POINT LOCATION AND RECTANGLE STABBING QUERIES IN 3-D, Timothy M. Chan, Yakov Nekrich, Saladi Rahul, and Konstantinos Tsakalidis
Pay "Attention" to Adverse Weather: Weather-aware Attention-based Object Detection, Saket S. Chaturvedi, Lan Zhang, and Xiaoyong Yuan
Duplicates also Matter! Towards Secure Deletion on Flash-based Storage Media by Removing Duplicates, Niusen Chen and Bo Chen
The Block-Based Mobile PDE Systems are Not Secure - Experimental Attacks, Niusen Chen, Bo Chen, and Weisong Shi
Poster: Data Recovery from Ransomware Attacks via File System Forensics and Flash Translation Layer Data Extraction, Niusen Chen, Josh Dafoe, and Bo Chen
External-Memory Dictionaries with Worst-Case Update Cost, Rathish Das, John Iacono, and Yakov Nekrich
The Life and Work of Vera Stepen Pless, Steven T. Dougherty, Gretchen Mathews, Jay A. Wood, Janet Beissinger, Richard Brualdi, Nick Crews, Vladimir Tonchev, and et. al.
Synthesizing Self-Stabilizing Parameterized Protocols with Unbounded Variables, Ali Ebnenasir
Verification and Synthesis of Responsive Symmetric Uni-Rings, Ali Ebnenasir
TPGen: A Self-Stablizing GPU-Based Method for Prime and Test Paths Generation, Ebrahim Fazli and Ali Ebnenasir
Statistical Keyboard Decoding, Dylan Gaines, John J. Dudley, Per Ola Kristensson, and Keith Vertanen
Understanding How People with Visual Impairments Take Selfies: Experiences and Challenges, Ricardo E. Gonzalez Penuela, Paul Vermette, Zihan Yan, Cheng Zhang, Keith Vertanen, and Shiri Azenkot
Testing and Development of the Tethered-Permanently Shadowed Region EXplorer: A Rover Designed to Lay Superconducting Tether into Lunar Permanently Shaded Regions, Marcello C. Guadagno, Travis Wavrunek, Paul van Susante, Austen Goddu, Elijah Cobb, Hunter McGillivray, Collin Miller, Erik Vanhorn, and Ted Gronda
Exploring GNN Based Program Embedding Technologies for Binary Related Tasks, Yixin Guo, Pengcheng Li, Yingwei Luo, Xiaolin Wang, and Zhenlin Wang
Monofacial vs bifacial solar photovoltaic systems in snowy environments, Koami Soulemane Hayibo, Aliaksei Petsiuk, Pierce Mayville, Laura Brown, and Joshua M. Pearce
FEPS: A Tool for Feature Extraction from Protein Sequence, Hamid Ismail, Clarence White, Hussam AL-Barakati, Robert H. Newman, and Dukka KC
Effects of repeated implicit bias training in a North American university, Betsy Lehman, Karen Colbert, Sonia Goltz, Audrey L. Mayer, and Mark Rouleau
A Few-shot Learning Model based on a Triplet Network for the Prediction of Energy Coincident Peak Days, Jinxiang Liu and Laura Brown
Accelerate Hardware Logging for Efficient Crash Consistency in Persistent Memory, Zhiyuan Lu, Jianhui Yue, Yifu Deng, and Yifeng Zhu
GPU-I-TASSER: a GPU accelerated I-TASSER protein structure prediction tool, Elijah A. MacCarthy, Chengxin Zhang, Yang Zhang, and Dukka KC
Making It Strange: Disrupting Assumptions About Technology and Ethics in Engineering and Computing Education, Alexandra Morrison and Charles Wallace
FlashWalker: An In-Storage Accelerator for Graph Random Walks, Fuping Niu, Jianhui Yue, Jiangqiu Shen, Xiaofei Liao, Haikun Liu, and Hai Jin
Exploring Motor-impaired Programmers' Use of Speech Recognition, Sadia Nowrin, Patricia Ordóñez, and Keith Vertanen
Deep Learning–Based Advances In Protein Posttranslational Modification Site and Protein Cleavage Prediction, Subash C. Pakhrin, Suresh Pokharel, Hiroto Saigo, and Dukka KC
Improving protein succinylation sites prediction using embeddings from protein language model, Suresh Pokharel, Pawel Pratyush, Michael Heinzinger, Robert H. Newman, and Dukka KC
Camera–Lidar sensor fusion for drivable area detection in winter weather using convolutional neural networks, Nathir Rawashdeh, Jeremy Bos, and Nader J. Abu-Alrub
Einstein-Roscoe regression for the slag viscosity prediction problem in steelmaking, Hiroto Saigo, Dukka KC, and Noritaka Saito
Towards Sustainable Smart Cities: A Contextual Study on Digital Participatory Planning Policies and Readiness Assessment in Oman, Nibras Sameer, Chaham Alalouch, Mohamed S. Saleh, Saleh Al-Saadi, and Ashraf Saleem
VR Distance Judgments are Affected by the Amount of Pre-Experiment Blind Walking, Soheil Sepahyar and Scott A. Kuhl
Software-Based Flat Nested Page Table in Sunway Architecture, Sai Sha, Hanlin Du, Yingwei Luo, Xiaolin Wang, and Zhenlin Wang
Accelerating Address Translation for Virtualization by Leveraging Hardware Mode, Sai Sha, Yi Zhang, Yingwei Luo, Xiaolin Wang, and Zhenlin Wang
ThreadMentor: a system for teaching multithreaded programming, Ching-Kuang Shene
Modular Grammatical Evolution for the Generation of Artificial Neural Networks (Hot-off-the-Press Track at GECCO 2022), Khabat Soltanian, Ali Ebnenasir, and Mohsen Afsharchi
Environment Sound Classification (ESC) with Choquet Integral Fusion, Yilin Wang, Timothy C. Havens, and Andrew Barnard
GSpecPal: Speculation-Centric Finite State Machine Parallelization on GPUs, Yuguang Wang, Robbie Watling, Junqiao Qiu, and Zhenlin Wang
Ice anthropogenic classification with acoustic vector sensors using transformer neural networks, Steven Whitaker, Andrew Barnard, George D. Anderson, and Timothy C. Havens
MPKIX: Towards More Accountable and Secure Internet Application Services via Mobile Networked Systems, Tian Xie, Sihan Wang, Xinyu Lei, Jingwen Shi, Guan Hua Tu, and Chi Yu Li
Integrating Deep Learning and Hydrodynamic Modeling to Improve the Great Lakes Forecast, Pengfei Xue, Aditya Wagh, Gangfeng Ma, Yilin Wang, Yongchao Yang, Tao Liu, and Chenfu Huang
Tear Up the Bubble Boom: Lessons Learned From a Deep Learning Research and Development Cluster, Zehua Yang, Zhisheng Ye, Tianhao Fu, Jing Luo, Xiong Wei, Yingwei Luo, Zhenlin Wang, and et al.
Cocktail: Mixing data with different characteristics to reduce Read Reclaims for NAND Flash Memory, Genxiong Zhang, Yuhui Deng, Yi Zhou, Shujie Pang, Jianhui Yue, and Yifeng Zhu
Efficient Hardware Redo Logging for Secure Persistent Memory, Zhan Zhang, Jianhui Yue, Xiaofei Liao, and Hai Jin
Frequency Spectrum Modification Process-Based Anti-Collusion Mechanism for Audio Signals, Juan Zhao, Tianrui Zong, Yong Xiang, Guang Hua, Xinyu Lei, Longxiang Gao, and Gleb Beliakov
Works from 2021
Deep Learning Classification of High-Resolution Drone Images Using the ArcGIS Pro Software: FOR374/FR444,, Amr Abd-Elrahman, Katie Britt, and Tao Liu
Performance Evaluation of Convolutional Neural Network Using Synthetic Medical Data Augmentation Generated by GAN, Ramesh Adhikari and Suresh Pokharel
Accelerating Text Communication via Abbreviated Sentence Input, Jiban Krishna Adhikary, Jamie Berger, and Keith Vertanen
Text Entry in Virtual Environments using Speech and a Midair Keyboard, Jiban Krishna Adhikary and Keith Vertanen
Typing on Midair Virtual Keyboards: Exploring Visual Designs and Interaction Styles, Jiban Krishna Adhikary and Keith Vertanen
Admonita: A recommendation-based trust model for dynamic data integrity, Wassnaa Al-Mawee, Steve Carr, and Jean Mayo
GIS-Integrated Optimization for Locating Food Waste and Manure Anaerobic Co-digestion Facilities, Sharath Kumar Ankathi, David Watkins, Prathyusha Sreedhara, Jacob Zuhlke, and David Shonnard
Range Majorities and Minorities in Arrays, Djamal Belazzougui, Travis Gagie, J. Ian Munro, Gonzalo Navarro, and Yakov Nekrich
Developing a Comic-Creation Assignment and Rubric for Teaching and Assessing Algorithmic Concepts, Briana Christina Bettin, Michelle E. Jarvie-Eggart, Kelly S. Steelman, and Charles Wallace
Frozen in the Past: When it Comes to Analogy Fears, It's Time for Us to "let it Go", Briana Christina Bettin and Linda Ott
Applied Cryptography in Computer and Communications, Bo Chen and Xinyi Huang
Combating the OS-Level Malware in Mobile Devices by Leveraging Isolation and Steganography, Niusen Chen, Wen Xie, and Bo Chen