Overcoming Brittleness in Pareto-Optimal Learning-Augmented Algorithmsby Spyros Angelopoulos, Christoph Dürr, Alex Elenter, Yanni LefkiFirst submitted…
Heterogeneous Graph Sequence Neural Networks for Dynamic Traffic Assignmentby Tong Liu, Hadi MeidaniFirst submitted to…
The Data Addition Dilemmaby Judy Hanwen Shen, Inioluwa Deborah Raji, Irene Y. ChenFirst submitted to…
Time is Not Enough: Time-Frequency based Explanation for Time-Series Black-Box Modelsby Hyunseung Chung, Sumin Jo,…
mucAI at WojoodNER 2024: Arabic Named Entity Recognition with Nearest Neighbor Searchby Ahmed Abdou, Tasneem…
Consumer Transactions Simulation through Generative Adversarial Networksby Sergiy Tkachuk, Szymon Łukasik, Anna WróblewskaFirst submitted to…
AI-Driven approach for sustainable extraction of earth’s subsurface renewable energy while minimizing seismic activityby Diego…
Beyond Over-smoothing: Uncovering the Trainability Challenges in Deep Graph Neural Networksby Jie Peng, Runlin Lei,…
RL-ADN: A High-Performance Deep Reinforcement Learning Environment for Optimal Energy Storage Systems Dispatch in Active…
Generative Design of Periodic Orbits in the Restricted Three-Body Problemby Alvaro Francisco Gil, Walther Litteri,…