Taking off the Rose-Tinted Glasses: A Critical Look at Adversarial ML Through the Lens of…
Comparative Performance of Collaborative Bandit Algorithms: Effect of Sparsity and Exploration Intensityby Eren OzbayFirst submitted…
Bridging Large Language Models and Graph Structure Learning Models for Robust Representation Learningby Guangxin Su,…
The Persian Rug: solving toy models of superposition using large-scale symmetriesby Aditya Cowsik, Kfir Dolev,…
Scaling Laws for Post Training Quantized Large Language Modelsby Zifei Xu, Alexander Lan, Wanzin Yazar,…
What Do LLMs Need to Understand Graphs: A Survey of Parametric Representation of Graphsby Dongqi…
Preference Optimization with Multi-Sample Comparisonsby Chaoqi Wang, Zhuokai Zhao, Chen Zhu, Karthik Abinav Sankararaman, Michal…
FragNet: A Graph Neural Network for Molecular Property Prediction with Four Layers of Interpretabilityby Gihan…
When to Trust Your Data: Enhancing Dyna-Style Model-Based Reinforcement Learning With Data Filterby Yansong Li,…
Table-LLM-Specialist: Language Model Specialists for Tables using Iterative Generator-Validator Fine-tuningby Junjie Xing, Yeye He, Mengyu…