Generalized Planning in PDDL Domains with Pretrained Large Language ModelsTom SilverSoham Danet al.2024AAAI 2024
Interactive Plan Selection Using Linear Temporal Logic, Disjunctive Action Landmarks, and Natural Language InstructionTathagata ChakrabortiJung koo Kanget al.2024AAAI 2024
A Multi-View approach based on Graphs and Chemical Language Foundation Model for Molecular Properties PredictionEduardo Almeida SoaresAkihiro Kishimotoet al.2024AAAI 2024
Neuro-Symbolic Learning and Reasoning in the era of Large Language Models (NuCLeaR)Asim MunawarElham Bareziet al.2024AAAI 2024
Harnessing Large Language Models for Planning: A Lab on Strategies for Success and Mitigation of PitfallsVishal PallaganiKeerthiram Murugesanet al.2024AAAI 2024
Zeroth-Order Machine Learning: Fundamental Principles and Emerging Applications in Foundation ModelsSijia LiuTianlong Chenet al.2024AAAI 2024
Beyond Human Creativity: A Tutorial on Advancements in AI Generated ContentBang LiuYu Chenet al.2024AAAI 2024
A Software-Assisted Peak Current Regulation Scheme to Improve Power-Limited Inference Performance in a 5nm AI SoCMonodeep KarJoel Silbermanet al.2024ISSCC 2024
Towards a Statistical Theory of Learning to Learn In-context with TransformersYoussef Mroueh2023NeurIPS 2023
TensorBank: Tensor Lakehouse for Foundation Model TrainingRomeo KienzlerJohannes Schmudeet al.2023Big Data 2023