Science

Formal Logic Enabled Personalized Federated Learning through Property Inference AAAI 2024 Generalized Protein Pocket Generation with Prior-Informed Flow Matching NeurIPS 2024 Generating Highly Designable Proteins with Geometric Algebra Flow Matching NeurIPS 2024 Generating Universal Adversarial Perturbations for Quantum Classifiers AAAI 2024 Generative Modeling of Molecular Dynamics Trajectories NeurIPS 2024 Gene Regulatory Network Inference in the Presence of Dropouts: a Causal View ICLR 2024 GeSS: Benchmarking Geometric Deep Learning under Scientific Applications with Distribution Shifts NeurIPS 2024 GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory EMNLP 2024 HAGO-Net: Hierarchical Geometric Message Passing for Molecular Representation Learning AAAI 2024 HDQMF: Holographic Feature Decomposition Using Quantum Algorithms CVPR 2024 Historical Portrayal of Greek Tourism through Topic Modeling on International Newspapers EACL 2024 Hybrid Generative AI for De Novo Design of Co-Crystals with Enhanced Tabletability NeurIPS 2024 Information-theoretic generalization bounds for learning from quantum data COLT 2024 Infusing Self-Consistency into Density Functional Theory Hamiltonian Prediction via Deep Equilibrium Models NeurIPS 2024 Integrated Systems for Computational Scientific Discovery AAAI 2024 Integrating GNN and Neural ODEs for Estimating Non-Reciprocal Two-Body Interactions in Mixed-Species Collective Motion NeurIPS 2024 Integrating Neural Pathways for Learning in Deep Reinforcement Learning Models AAAI 2024 Is It Safe to Tell Your Story? Towards Achieving Privacy for Sensitive Narratives EMNLP 2024 Joint learning of Gaussian graphical models in heterogeneous dependencies of high-dimensional transcriptomic data ACML 2024 Language models and brains align due to more than next-word prediction and word-level information EMNLP 2024 Latent Noise Segmentation: How Neural Noise Leads to the Emergence of Segmentation and Grouping ICML 2024 Learning High-Order Relationships of Brain Regions ICML 2024 Leveraging Attractor Dynamics in Spatial Navigation for Better Language Parsing ICML 2024 [Lions: 1] and [Tigers: 2] and [Bears: 3], Oh My! Literary Coreference Annotation with LLMs EACL 2024 L+M-24: Building a Dataset for Language+Molecules @ ACL 2024 ACL 2024