Submissions from 2025
VAIM-CFF: A Variational Autoencoder Inverse Mapper Solution to Compton Form Factor Extraction from Deeply Virtual Compton Scattering, Manal Almaeen, Tareq Alghamdi, Brandon Kriesten, Douglas Adams, Yaohang Li, Huey-Wen Lin, and Simonetta Liuti
STING: A Stealthy Backdoor Attack on GNN-Based Malicious Domain Detection via DNS Perturbations, Muhammad Anan, Mahmoud Nazzal, Abdallah Khreishah, Issa Khalil, Nhathai Phan, and Ahmad Sawalmeh
Github Repository Complexity Leads to Diminished Web Archive Availability, David Calano, Michael Nelson, and Michele Weigle
OptiSelect and EnShap: Integrating Machine Learning and Game Theory for Ischemic Stroke Prediction, Pritam Chakraborty, Anjan Bandyopadhyay, Sricheta Parul, Sujata Swain, Partha Sarathy Banerjee, Tapas Si, Hong Qin, and Saurav Mallik
An Analytical Review of Preprocessing Techniques in Bengali Natural Language Processing, Sovon Chakraborty, Protiva Das, Shakib Mahmud Dipto, Md Aktaruzzaman Pramanik, and Jannatun Noor
Position: Benchmarking is Broken - Don't Let AI Be Its Own Judge, Zerui Cheng, Stella Wohnig, Ruchika Gupta, Samiul Alam, Tassallah Abdullahi, João Alves Ribeiro, Christian Nielsen-Garcia, Saif Mir, Siran Li, Jason Orender, Seyed Ali Bahrainian, Daniel Kirste, Aaron Gokaslan, Carsten Eickhoff, Pramod Viswanath, and Ruben Wolff
GramSeq-DTA: A Grammar-Based Drug-Target Affinity Prediction Approach Fusing Gene Expression Information, Kasul Debnath, Pratip Rana, and Preetam Ghosh
A Survey on Deep Learning for Drug-Target Binding Prediction: Models, Benchmarks, Evaluation, and Case Studies, Kusal Debnath, Pratip Rana, and Preetam Ghosh
The Invisible Influencer in Information Infrastructure, Herbert Van de Sompel and Michael L. Nelson
Coming Back Differently: An Exploratory Case Study of Near Death Experiences of Webpages, Lesley Frew, Michael L. Nelson, and Michele Weigle
Human Perception of AI Capabilities at Classifying Perturbed Roadway Signs, Katherine R. Garcia, Jing Chen, Yanru Xiao, Scott Mishler, Cong Wang, and Bin Hu
Human Perception of AI Capabilities at Classifying Perturbed Roadway Signs, Katherine R. Garcia, Jing Chen, Yanru Xiao, Scott Mishler, Cong Wang, and Bin Hu
Not Here, Go There: Analyzing Redirection Patterns on the Web, Kritika Garg, Sawood Alam, Dietrich Ayala, Michele C. Weigle, and Michael L. Nelson
Foundation Models in Bioinformatics, Fei Guo, Renchu Guan, Yaohang Li, Qi Liu, Xiaowo Wang, Can Yang, and Jianxin Wang
Uncertainty-Aware Deep Learning Framework for Forecasting Coastal Water Level in Virginia Beach, Md Mahmudul Hasan, Malachi Schram, Sridhar Katragadda, Diana McSpadden, Alisa N. Udomvisawakul, Heather Richter, and Frank Liu
A Real-Time Approach to Capture Ambient and Focal Attention in Visual Search, Gavindya Jayawardena, Yasith Jayawardana, Yasasi Abeysinghe, Bhanuka Mahanama, Sampath Jayarathna, and Jacek Gwizdka
AI for Nuclear Physics: The EXCLAIM Project, S. Liuti, D. Adams, M. Boër, G. W. Chern, M. Cuic, M. Engelhardt, G. R. Goldstein, B. Kriesten, Y. Li, H. W. Lin, M. Sievert, and D. Sivers
A Bibliographic and Topic Modeling Analysis of the p-Adic Theory Literature Using Latent Dirichlet Allocation, Humberto Llinás, Ismael Gutiérrez, Anselmo Torresblanca, Javier De La Hoz, and Brian Llinás
Can Language Models Reason About ICD Codes to Guide the Generation of Clinical Notes?, Ivan Makohon, Jian Wu, Bintao Feng, and Yaohang Li
Geometric GNNs for Charged Particle Tracking at GlueX, Ahmed Hossam Mohammed, Kishansingh Rajput, Simon Taylor, Denis Furletov, Sergey Furletov, and Malachi Schram
Insights in Adaptation: Examining Self-Reflection Strategies of Job Seekers with Visual Impairments in India, Akshay Kolgar Nayak, Yash Prakash, Sampath Jayarathna, Hae-Na Lee, and Vikas Ashok
A Data-Driven Sliding-Window Pairwise Comparative Approach for the Estimation of Transmission Fitness of SARS-CoV-2 Variants and the Construction of the Evolution Fitness Landscape, Md Jubair Pantho, Richard Annan, Landen Alexander Bauder, Sophia Huang, Letu Qingge, and Hong Qin
Heterogeneous Clustering of Multiomics Data for Breast Cancer Subgroup Classification and Detection, Joseph Pateras, Musaddiq Lodi, Pratip Rana, and Preetam Ghosh
Harnessing the Power of Gradient-Based Simulations for Multi-Objective Optimization in Particle Accelerators, Kishansingh Rajput, Malachi Schram, Auralee Edelen, Jonathan Colen, Armen Kasparian, Ryan Roussel, Adam Carpenter, He Zhang, and Jay Benesch
Pasindu Thenahandi (Computer Science PhD Student), Pasindu Sankalpa
Multi-Modal MRI Based Segmentation of Brain Metastases Using Adaptive Self-Attention, Evan Savaria
Benchmarking Batch-Effect Correction Methods Towards the Construction of a Triple-Negative Breast Cancer Cell Atlas, Peter Scheible, Amy H. Tang, Jing He, and Jiangwen Sun
Optimizing AI Language Models: A Study of ChatGPT-4 vs. ChatGPT-4o, Md Nurul Absar Siddiky, Muhammad Enayetur Rahman, MD Fayaz Bin Hossen, Muhammad Rezaur Rahman, and Md. Shahadat Jaman
Can LLMs Beat Humans on Discerning Human-Written and LLM-Generated Science News, Dominik Soós, Meng Jiang, and Jian Wu
QuickQue: Enabling Quick Access to Information in User Reviews for Screen Reader Users, Mohan Sunkara, Akshay Kolgar Nayak, Sandeep Kalari, Yash Prakash, Sampath Jayarathna, Hae-Na Lee, and Vikas Ashok
Normalizing Images in Various Weather and Lighting Conditions Using ColorPix2Pix Generative Adversarial Network, Sanjida Tasnim, Ashif Mahmud Mostafa, Azmain Morshed, Namreen Shaiyaz, Shakib Mahmud Dipto, Saad Aloteibi, Mohammad Ali Moni, Md. Golam Rabiul Alam, and Md. Ashraful Alam
AccessMenu: Enhancing Usability of Online Restaurant Menus for Screen Reader Users, Nithiya Venkatraman, Akshay Kolgar Nayak, Suyog Dahal, Yash Prakash, Hae-Na Lee, and Vikas Ashok
ChromNet: A Multi-Task Learning Framework for Cross-Cell Type Prediction of 3D Chromatin Interactions Using Epigenetic Signals, Bin Wang, Shaokai Wang, Liqing Ding, Hongdong Li, Yaohang Li, and Jianxin Wang
From Philosophy to NLU: Evolving Definitions With Research Hypotheses, Jian Wu and Sarah Rajtmajer
Prediction-Based Adaptive Variable Ordering Heuristics for Constraint Satisfaction Problems, Jitao Xu, Yaling Wu, Hongbo Li, and Minghao Yin
Prompt-Based Learning for Few-Shot Class-Incremental Learning, Jicheng Yuan, Hang Chen, Songsong Tian, Wenfa Li, Lusi Li, Enhao Ning, and Yugui Zhang
CATH-ddG: Towards Robust Mutation Effect Prediction on Protein-Protein Interactions Out of Cath Homologous Superfamily, Guanglei Yu, Xuehua Bi, Teng Ma, Yaohang Li, and Jianxin Wang
Web Archives for Verifying Attribution in Twitter Screenshots, Tarannum Zaki, Michael L. Nelson, and Michele C. Weigle
ColdstartCPI: Induced-Fit Theory-Guided DTI Predictive Model With Improved Generalization Performance, Qichang Zhao, Haochen Zhao, Linyuan Gao, Kai Zheng, Yajie Li, Qiao Ling, Jing Tang, Yaohang Li, and Jianxin Wang
LRTM Left-Right Transition Matrices for Molecular Interaction Prediction, Kaitlin Zheng, Guihua Duan, Mengyun Yang, Wei Wu, Yao-Hang Li, and Jianxin Wang
Submissions from 2024
A-DisETrac Advanced Analytic Dashboard for Distributed Eye Tracking, Yasasi Abeysinghe, Bhanuka Mahanama, Gavindya Jayawardena, Yasith Jayawardena, Mohan Sunkara, Andrew T. Duchowski, Vikas Ashok, and Sampath Jayarathna
Forecasting Crude Oil Price Using Multiple Factors, Hind Aldabagh, Xianrong Zheng, Mohammad Najand, and Ravi Mukkamala
Autonomous Strike UAVs for Counterterrorism Missions: Challenges and Preliminary Solutions, Meshari Aljohani, Ravi Mukkamala, and Stephan Olariu
Autonomous Strike UAVs in Support of Homeland Security Missions: Challenges and Preliminary Solutions, Meshari Aljohani, Ravi Mukkamala, and Stephan Olariu
Artificial Intelligence for the Electron Ion Collider (AI4EIC), C. Allaire, R. Ammendola, E.-C. Aschenauer, M. Balandat, M. Battaglieri, J. Bernauer, M. Bondì, N. Branson, T. Britton, A. Butter, I. Chahrour, P. Chatagnon, E. Cisbani, E. W. Cline, S. Dash, C. Dean, W. Deconinck, A. Deshpande, M. Diefenthaler, R. Ent, C. Fanelli, M. Finger, M. Finger Jr., E. Fol, S. Furletov, Y. Gao, J. Giroux, N. C. Gunawardhana Waduge, O. Hassan, P. L. Hegde, R. J. Hernandez-Pinto, A. Hiller Blin, T. Horn, J. Huang, A. Jalotra, D. Jayakodige, B. Joo, M. Junaid, N. Kalantarians, P. Karande, B. Kriesten, R. Kunnawalkam Elayavalli, Y. Li, M. Lin, F. Liu, S. Liuti, G. Matousek, M. McEneaney, D. McSpadden, T. Menzo, T. Miceli, V. Mikuni, R. Montgomery, B. Nachman, R. R. Nair, J. Niestroy, S. A. Ochoa Oregon, J. Oleniacz, J. D. Osborn, C. Paudel, C. Pecar, C. Peng, G. N. Perdue, W. Phelps, M. L. Purschke, H. Rajendran, K. Rajput, Y. Ren, D. F. Renteria-Estrada, D. Richford, B. J. Roy, D. Roy, A. Saini, N. Sato, T. Satogata, G. Sborlini, M. Schram, D. Shih, J. Singh, R. Singh, A. Siodmok, J. Stevens, P. Stone, L. Suarez, K. Suresh, A. -N. Tawfik, F. Torales Acosta, N. Tran, R. Trotta, F. J. Twagirayezu, R. Tyson, S. Volkova, A. Vossen, E. Walter, D. Whiteson, M. Williams, S. Wu, N. Zachariou, and P. Zurita
Flexible Fitting of AlphaFold2-Predicted Models to Cryo-EM Density Maps Using Elastic Network Models: A Methodological Affirmation, Maytha Alshammari, Jing He, and Willy Wriggers
EXACFS - A CIL Method to Mitigate Catastrophic Forgetting, S. Balasubramanian, Sai Subramaniam M., Sai Sriram Talasu, Manepalli Pranav Phanindra Sai, Yedu P. Krishna, Darshan Gera, and Ravi Mukkamala
MOSAIC: A Prune-and-Assemble Approach for Efficient Model Pruning in Privacy-Preserving Deep Learning, Yifei Cai, Qiao Zhang, Rui Ning, Chunsheng Xin, and Hongyi Wu
ETDPC: A Multimodality Framework for Classifying Pages in Electronic Theses and Dissertations, Muntabir Hasan Choudhury, Lamia Salsabil, William A. Ingram, Edward A. Fox, and Jian Wu
Developing a Framework for Personalized Video-Based Quantum Information Science Education, Nikos Chrisochoides, Norou Diawara, and Michail Giannakos
Gaze Transition Entropy as a Measure of Attention Allocation in a Dynamic Workspace Involving Automation, Zixin Cui, Tetsuya Sato, Austin Jackson, Sampath Jayarathna, Makoto Itoh, and Yusuke Yamani
Identifying New Cancer Genes Based on the Integration of Annotated Gene Sets Via Hypergraph Neural Networks, Chao Deng, Hong-Dong Li, Li-Shen Zhang, Yiwei Liu, Yaohang Li, and Jianxin Wang
A Chinese Power Text Classification Algorithm Based on Deep Active Learning, Song Deng, Qianliang Li, Renjie Dai, Siming Wei, Di Wu, Yi He, and Xindong Wu
Image-to-Mesh Conversion Method For Multi-Tissue Medical Image Computing Simulations, Fotis Drakopoulos, Yixun Liu, Kevin Garner, and Nikos Chrisochoides
Retrogressive Document Manipulation of US Federal Environmental Websites, Lesley Frew, Michael L. Nelson, and Michele C. Weigle
Retrogressive Document Manipulation of US Federal Environmental Websites, Lesley Frew, Michael L. Nelson, and Michele C. Weigle
Charged Track Reconstruction with Artificial Intelligence for CLAS12, Gagik Gavalian, Polykarpos Thomadakis, Angelos Angelopoulos, and Nikos Chrisochoides
Bayesian Neural Netwok Variational Autoencoder Inverse Mapper (BNN-VAIM) and its Application in Compton Form Factors Extraction, MD Fayaz Bin Hossen, Tareq Alghamdi, Manal Almaeen, and Yaohang Li
HiTE: A Fast and Accurate Dynamic Boundary Adjustment Approach for Full-Length Transposable Element Detection and Annotation, Kang Hu, Peng Ning, Minghua Xu, You Zou, Jianye Chang, Xin Gao, Yaohang Li, Jue Ruan, Bin Hu, and Jianxin Wang
Building Datasets to Support Information Extraction and Structure Parsing from Electronic Theses and Dissertations, William A. Ingram, Jian Wu, Sampanna Yashwant Kahu, Javaid Akbar Manzoor, Bipasha Banerjee, Aman Ahuja, Muntabir Hasan Choudhury, Lamia Salsabil, Winston Shields, and Edward A. Fox
Sub-Band Backdoor Attack in Remote Sensing Imagery, Kazi Aminul Islam, Hongyi Wu, Chunsheng Xin, Rui Ning, Liuwan Zhu, and Jiang Li
Evaluating Social Media Reach Via Mainstream Media Discourse, Himarsha R. Jayanetti
Robots Still Outnumber Humans in Web Archives in 2019, But Less Than In 2015 and 2012, Himarsha R. Jayanetti, Kritika Garg, Sawood Alam, Michael L. Nelson, and Michele C. Weigle
Enhancing Research Productivity: Seamless Integration of Personal Devices and HPC Resources with the Cybershuttle Notebook Gateway, Yasith Jayawardana, Dimuthu Wannipurage, Eroma Abeysinghe, and Suresh Marru
GLDL: Graph Label Distribution Learning, Yufei Jin, Richard Gao, Yi He, and Xingquan Zhu
Identifying Patterns for Neurological Disabilities by Integrating Discrete Wavelet Transform and Visualization, Soo Yeon Ji, Sampath Jayarathna, Anne M. Perrotti, Katrina Kardiasmenos, and Dong Hyun Jeong
Can Large Language Models Discern Evidence for Scientific Hypotheses? Case Studies in the Social Sciences, Sai Koneru, Jian Wu, and Sarah Rajtmajer
Improving Query Performance in RaaS: A Framework for Reputation As a Service in Decentralized Marketplaces, Ravi Mukkamala, Stephan Olario, and Meshari Aljohani
The Combined Focal Loss and Dice Loss Function Improves the Segmentation of Beta-Sheets in Medium-Resolution Cryo-Electron-Microscopy Density Maps, Yongcheng Mu, Thu Nguyen, Bryan Hawickhorst, Willy Wriggers, Jiangwen Sun, and Jing He
Large-Scale Computational Fluid Dynamics Simulations of Aerospace Configurations on the Frontier Exascale System, Eric J. Nielsen, Aaron Walden, Gabriel Nastac, Li Wang, William Jones, Mark Lohry, William K. Anderson, Boris Diskin, Yi Liu, Christopher L. Rumsey, Prahladh Iyer, Patrick Moran, and Mohammad Zubair
DILF: Differentiable Rendering-Based Multi-View Image-Language Fusion for Zero-Shot 3D Shape Understanding, Xin Ning, Zaiyang Yu, Lusi Li, Weijun Li, and Prayag Tiwari
Short: Can Citations Tell Us About a Paper's Reproducibility? A Case Study of Machine Learning Papers, Rochana R. Obadage, Sarah M. Rajtmajer, and Jian Wu
Towards Trust and Reputation as a Service in Society 5.0, Stephan Olariu, Ravi Mukkamala, and Meshari Aljohani
Enhanced Skin Cancer Diagnosis Through Grid Search Algorithm-Optimized Deep Learning Models for Skin Lesion Analysis, Rudresh Pillai, Neha Sharma, Sheifali Gupta, Deepali Gupta, Sapna Juneja, Saurav Malik, Hong Qin, Mohammed S. Alqahtani, and Amel Ksibi
Improving Usability of Data Charts In Multimodal Documents for Low Vision Users, Yash Prakash, Akshay Kolgar Nayak, Shoaib Mohammed Alyaan, Pathan Aseef Khan, Hae-Na Lee, and Vikas Ashok
Understaning Low Vision Graphical Perception of Bar Charts, Yash Prakash, Akshay Kolgar Nayak, Sampath Jayarathna, Hae-Na Lee, and Vikas Ashok
All in One Place: Ensuring Usable Access to Online Shopping Items for Blind Users, Yash Prakash, Akshay Kolgar Nayak, Mohan Sunkara, Sampath Jayarathna, Hae-Na Lee, and Vikas Ashok
Using to CoSAI Ecosystem to Archive Scholarly Code with Docs and Discussions, Vicky Rampin, Tayla Cooper, Martin Klein, David Wilkinson, Lyudmila Balakireva, Emily Escamilla, David Calano, Michael L. Nelson, and Michele C. Weigle
Learning Optimal Inter-Class Margin Adaptively For Few-Shot Class-Incremental Learning Via Neural Collapse-Based Meta-Learning, Hang Ran, Weijun Li, Lusi Li, Songsong Tian, Xin Ning, and Prayag Tiwari
Archiving Digital Marketing: Examining Preservation of Dynamic Content on the Web Through the Lens of Online Advertisements, Christopher Rauch, Alex H. Poole, Travis Reid, Michele C. Weigle, Michael L. Nelson, Faryaneh Poursardar, and Mat Kelly
Enhancing Heart Disease Prediction With Reinforcement Learning and Data Augmentation, Gayathri R., Sangeetha S. K. B., Sandeep Kumar Mathivanan, Hariharan Rajadurai, Benjula Anbu Malar MB, Saurav Mallik, and Hong Qin
Quantification of Landside Congestion in Ports: An Analysis Based on GPS Data, Kumushini Thennakoon, Namal Bandaranayake, Senevi Kiridena, and Asela K. Kulatunga
Runtime Support for CPU-GPU High-Performance Computing On Distributed Memory Platforms, Polykarpos Thomadakis and Nikos Chrisochoides
A Survey on Few-Shot Class-Incremental Learning, Songsong Tian, Lusi Li, Weijun Li, Hang Ran, Xin Ning, and Prayag Tiwari
Speculative Anisotropic Mesh Adaptation on Shared Memory for CFD Applications, Christos Tsolakis and Nikos Chrisochoides
FAIRiCat: Supporting Discovery of a Repository's Interoperability Affordances, Herbert Van de Sompel, Robert Huber, Patrick Hochstenbach, Michael L. Nelson, Martin Klein, Andrea Bollini, Enno Meijers, Petr Knoth, Paul Walk, Wim Hugo, and Jim Meyers
You Shall Know a Forum by the Words they Keep: Analyzing Language Use in Accessibility Forums for Blind Users, Nithiya Venkatraman, Anand Aiyer, Yash Prakash, and Vikas Ashok
TripHLApan: Predicting HLA Molecules Binding Peptides Based on Triple Coding Matrix and Transfer Learning, Meng Wang, Chuqi Lei, Jianxin Wang, Yaohang Li, and Min Li
MKG-FENN: A Multimodal Knowledge Graph Fused End-To-End Neural Network for Accurate Drug-Drug Interaction Prediction, Di Wu, Wu Sun, Yi He, Zhong Chen, and Xin Luo
ScCAD: Cluster Decomposition-Based Anomaly Detection for Rare Cell Identification in Single-Cell Expression Data, Yunpei Xu, Shaokai Wang, Qilong Feng, Jiazhi Xia, Yaohang Li, Hong-Dong Li, and Jianxin Wang
OSFS-Vague: Online Streaming Feature Selection Algorithm Based on a Vague Set, Jie Yang, Zhijun Wang, Guoyin Wang, Yanmin Liu, Yi He, and Di Wu
SEER: Backdoor Detection for Vision-Language Models Through Searching Target Text and Image Trigger Jointly, Liuwan Zhu, Rui Ning, Jiang Li, Chunsheng Xin, and Hongyi Wu
Submissions from 2023
Evaluating Human Eye Features for Objective Measure of Working Memory Capacity, Yasasi Abeysinghe, Enkelejda Kasneci (Ed.), Frederick Shic (Ed.), and Mohamed Khamis (Ed.)
DeepPatent2: A Large-Scale Benchmarking Corpus for Technical Drawing Understanding, Kehinde Ajayi, Xin Wei, Martin Gryder, Winston Shields, Jian Wu, Shawn M. Jones, Michal Kucer, and Diane Oyen
A Hybrid Deep Learning Approach for Crude Oil Price Prediction, Hind Aldabagh, Xianrong Zheng, and Ravi Mukkamala
Toward a Generative Modeling Analysis of CLAS Exclusive 2𝜋 Photoproduction, T. Alghamdi, Y. Alanazi, M. Battaglieri, Ł. Bibrzycki, A. V. Golda, A. N. Hiller Blin, E. L. Isupov, Y. Li, L. Marsicano, W. Melnitchouk, V. I. Mokeev, G. Montaña, A. Pilloni, N. Sato, A. P. Szczepaniak, and T. Vittorini
Mitigating Anomalous Electricity Consumption in Smart Cities Using an AI-Based Stacked-Generalization Technique, Arshid Ali, Laiq Khan, Nadeem Javaid, Safdar Hussain Bouk, Abdulaziz Aldegheishem, and Nabil Alrahjeh
AlphaFold2 Model Refinement Using Structure Decoys, Maytha Alshammari, Jing He, and Willy Wriggers
Hashes Are Not Suitable to Verify Fixity of the Public Archived Web, Mohamed Aturban, Martin Klein, Herbert Van de Sompel, Sawood Alam, Michael L. Nelson, and Michele C. Weigle