Towards Understanding Link Predictor Generalizability Under Distribution Shiftsby Jay Revolinsky, Harry Shomer, Jiliang TangFirst submitted…
PAL: Pluralistic Alignment Framework for Learning from Heterogeneous Preferencesby Daiwei Chen, Yi Chen, Aniket Rege,…
Dataset Enhancement with Instance-Level Augmentationsby Orest Kupyn, Christian RupprechtFirst submitted to arxiv on: 12 Jun…
Learning positional encodings in transformers depends on initializationby Takuya Ito, Luca Cocchi, Tim Klinger, Parikshit…
GraphFM: A Comprehensive Benchmark for Graph Foundation Modelby Yuhao Xu, Xinqi Liu, Keyu Duan, Yi…
Is Programming by Example solved by LLMs?by Wen-Ding Li, Kevin EllisFirst submitted to arxiv on:…
Large Language Models Must Be Taught to Know What They Don’t Knowby Sanyam Kapoor, Nate…
Explore-Go: Leveraging Exploration for Generalisation in Deep Reinforcement Learningby Max Weltevrede, Felix Kaubek, Matthijs T.J.…
Minimal Communication-Cost Statistical Learningby Milad Sefidgaran, Abdellatif Zaidi, Piotr KrasnowskiFirst submitted to arxiv on: 12…
MaIL: Improving Imitation Learning with Mambaby Xiaogang Jia, Qian Wang, Atalay Donat, Bowen Xing, Ge…