Accepted Papers

• Towards Adaptive Off-Policy Evaluation of Ranking Policies under Agnostic and Stochastic Behavior Models   Haruka Kiyohara (Tokyo Institute of Technology)*
• Low-Rank Representations Towards Classification Problem of Complex Networks   Murat Çelik (Hacettepe University)*
• COVID Forecaster: Interactive Visualizations of COVID Forecasts with Deep Learning   Andrew Wang (University of Illinois at Urbana-Champaign)*; Junyi Gao (University of Illinois Urbana Champaign); Jimeng Sun (UIUC)
• End-to-End Brain Morphometry   Varun Joshi (Georgia State University)*; Bradley T Baker (Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS)); Kevin Wang (Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS) ); Sergey Plis (Georgia State University)
• Did your child get disturbed by an inappropriate advertisement on YouTube?   Jeffrey Liu (University of Southern California)*; Rajat Tandon (University of Southern California - Information Sciences Institute); Uma Durairaj (USC); Jiani Guo (University of Southern California); Spencer H Zahabizadeh (University of Southern California); Sanjana Ilango (University of Southern California); Jeremy Tang (University of Southern California); Neelesh Gupta (University of Southern California); Zoe Zhou (University of Southern California); Jelena Mirkovic (USC/ISI)
• Challenges and opportunities in applying Neural Point Processes to large scale industry data   Dominykas Šeputis (Vilnius University)*
• InterpNet: Interpretability for Autonomous Driving Neural Networks   Raghav Kapoor (Santa Clara University)*; Casey Nguyen (Santa Clara University); David C Anastasiu (Santa Clara University)
• Predicting Retention Times of Post-translationally Modified Peptides Using Machine Learning Techniques   Kurtis J Bertauche (University of Nevada, Reno)*; Alexander Choi (University of Nevada, Reno); So Young Ryu (University of Nevada, Reno)
• Knowledge Graph Completion with Pre-trained Multimodal Transformer and Twins Negative Sampling   Yichi Zhang (Zhejiang University)*; Wen Zhang (Zhejiang University)
• Deep Learning Risk Prediction of Bloodstream Infection in the Intensive Care Unit   Zachery W Boner (University of Virginia)*; Christopher Moore (University of Virginia); Nhat Nguyen (UVA)
• Approximating dense ReLU networks’ solutions using linear regression   Maxim A Khanov (OSU)*; Esra Akbas (Oklahoma State University)
• Space Exploration with Deep Reinforcement Learning   Kwasi Debrah-Pinamang (UW-Madison)*
• Multimodal Learning Models for Traffic Datasets   Anusha Neupane (North Carolina Agriculture and Technical State University)*; Venktesh Pandey ( North Carolina Agriculture and Technical State University); Hyoshin Park (North Carolina Agricultural and Technical State University)
• Privacy Protection from GCN on a Per-Node Basis: Selective Learnability Lock (SLL)   Edward Wei (University of Virginia)*; Lu Lin (University of Virginia); Hongning Wang (University of Virginia)
• Expanding Neuro-Symbolic AI for Strategic Learning   Dorian Clay (Santa Clara University)*; David C Anastasiu (Santa Clara University)
• History as a data science: Missing data imputation on the the slave voyages dataset   Jesse Q Tran (Rice University)*; Arlei Silva (Rice University)
• Investigating Relationships between Accuracy and Diversity in Multi-Reference Text Generation   Weike Fang (University of Notre Dame)*; Meng Jiang (University of Notre Dame)
• EEG4Students: An Experimental Design for EEG Data Collection and Machine Learning Analysis   Guangyao Dou (Brandeis University)*; Zheng Zhou (Brandeis University)
• Can separate optimization be equal? Joint vs multi-stage optimization in recommender systems fairness   Shreyas P Kadekodi (University of Colorado Boulder)*; Robin Burke ( University of Colroado Boulder); Amanda K Aird (University of Colorado Boulder); Trevor Ward (University of Colorado Boulder)
• Robust Scenario Interpretation from Multi-model Prediction Efforts   Yuanhao Lu (University of Southern California)*; Ajitesh Srivastava (University of Southern California)
• Constructing and Sampling Directed Graphs with Linearly Rescaled Degree Matrices   Yunxiang Yan (University of Notre Dame)*; Meng Jiang (University of Notre Dame)
• Predicting and Visualizing Tidal Trends in Vietnam using an Automated Geographical Data Pipeline   Ankit Gupta (University of Virginia)*; Nhat Nguyen (UVA)
• Too Fine or Too Coarse? The Goldilocks Composition of Data Complexity for Robust Left-Right Eye-Tracking Classifiers   Brian D Xiang (Swarthmore College)*; Abdelrahman Abdelmonsef (Swarthmore College)
• Exploring Public Opinion Dynamics on the Verge of World War III using Russia-Ukraine war - Tweets Dataset   Navya Sonal Agarwal (Kalinga Institute of Industrial Technology)*; Narinder Singh Punn (Indian Institute of Information Technology Allahabad); Sanjay Kumar Sonbhadra (ITER, SOA India)
• Multi-Cell Causal Discovery For Entity Specific Latent Variables In Edge Localized Smart Sensor Clusters   Chaitanya Kapoor (Amrita University)*; Sethuraman.N Rao (Amrita Vishwa Vidyapeetham)

PhD Student Panel

Program Committee

Student Mentors