Research

M2OST: Many-to-one Regression for Predicting Spatial Transcriptomics from Digital Pathology Images AAAI 2025 Manhattan Self-Attention Diffusion Residual Networks with Dynamic Bias Rectification for BCI-based Few-Shot Learning AAAI 2025 MeasureXpert: Automatic Anthropometric Measurement Extraction from Two Unregistered, Partial, Posed, and Dressed Body Scans ICCV 2025 Meta-Learning Approaches for Speaker-Dependent Voice Fatigue Models Interspeech 2025 MetninOzU at BioLaySumm2025: Text Summarization with Reverse Data Augmentation and Injecting Salient Sentences ACL 2025 MicroVQA: A Multimodal Reasoning Benchmark for Microscopy-Based Scientific Research CVPR 2025 MolHFCNet: Enhancing Molecular Graph Representations with Hierarchical Feature Combining and Hybrid Pretraining IJCAI 2025 MolRAG: Unlocking the Power of Large Language Models for Molecular Property Prediction ACL 2025 Motif-Oriented Representation Learning with Topology Refinement for Drug-Drug Interaction Prediction AAAI 2025 mRNA2vec: mRNA Embedding with Language Model in the 5'UTR-CDS for mRNA Design AAAI 2025 MTGIB-UNet: A Multi-Task Graph Information Bottleneck and Uncertainty Weighted Network for ADMET Prediction IJCAI 2025 MuCoS: Efficient Drug–Target Discovery via Multi-Context-Aware Sampling in Knowledge Graphs ACL 2025 Multi-marginal Schrödinger Bridges with Iterative Reference Refinement AISTATS 2025 Multimodal Lego: Model Merging and Fine-Tuning Across Topologies and Modalities in Biomedicine ICLR 2025 MultiMorph: On-demand Atlas Construction CVPR 2025 Multi-Omics Analysis for Cancer Subtype Inference via Unrolling Graph Smoothness Priors IJCAI 2025 Neuron Platonic Intrinsic Representation From Dynamics Using Contrastive Learning ICLR 2025 Neurons: Emulating the Human Visual Cortex Improves Fidelity and Interpretability in fMRI-to-Video Reconstruction ICCV 2025 NSD-Imagery: A Benchmark Dataset for Extending fMRI Vision Decoding Methods to Mental Imagery CVPR 2025 Overcoming Data Scarcity in Named Entity Recognition: Synthetic Data Generation with Large Language Models ACL 2025 P(all-atom) Is Unlocking New Path For Protein Design ICML 2025 PEACE: Empowering Geologic Map Holistic Understanding with MLLMs CVPR 2025 Personalized Convolutional Dictionary Learning of Physiological Time Series AISTATS 2025 PertEval-scFM: Benchmarking Single-Cell Foundation Models for Perturbation Effect Prediction ICML 2025 PetEVAL: A veterinary free text electronic health records benchmark ACL 2025