Research

Towards Better Multi-task Learning: A Framework for Optimizing Dataset Combinations in Large Language Models NAACL 2025 Towards Recognizing Spatial-temporal Collaboration of EEG Phase Brain Networks for Emotion Understanding IJCAI 2025 UNHaP: Unmixing Noise from Hawkes Processes AISTATS 2025 Universal Biological Sequence Reranking for Improved De Novo Peptide Sequencing ICML 2025 Unravelling Causal Genetic Biomarkers of Alzheimer’s Disease via Neuron to Gene-token Backtracking in Neural Architecture: A Groundbreaking Reverse-Gene-Finder Approach AAAI 2025 Unsupervised Identification of Protein Compositions and Conformations via Implicit Content-Transformation Disentanglement ICCV 2025 Using Neurogram Similarity Index Measure (NSIM) to Model Hearing Loss and Cochlear Neural Degeneration Interspeech 2025 Virtual CRISPR: Can LLMs Predict CRISPR Screen Results? ACL 2025 Wasserstein F-tests for Frechet regression on Bures-Wasserstein manifolds JMLR 2025 What Ails Generative Structure-based Drug Design: Expressivity is Too Little or Too Much? AISTATS 2025 Whole Genome Transformer for Gene Interaction Effects in Microbiome Habitat Specificity AAAI 2025 NeuroPath: A Neural Pathway Transformer for Joining the Dots of Human Connectomes NeurIPS 2024 A benchmark for prediction of transcriptomic responses to chemical perturbations across cell types NeurIPS 2024 Absorb & Escape: Overcoming Single Model Limitations in Generating Heterogeneous Genomic Sequences NeurIPS 2024 Accurate Spatial Gene Expression Prediction by Integrating Multi-Resolution Features CVPR 2024 A Computational Framework for Solving Wasserstein Lagrangian Flows ICML 2024 Active learning of neural population dynamics using two-photon holographic optogenetics NeurIPS 2024 ActSort: An active-learning accelerated cell sorting algorithm for large-scale calcium imaging datasets NeurIPS 2024 AI for Science in the Era of Large Language Models EMNLP 2024 A Label Disambiguation-Based Multimodal Massive Multiple Instance Learning Approach for Immune Repertoire Classification AAAI 2024 Aligning Target-Aware Molecule Diffusion Models with Exact Energy Optimization NeurIPS 2024 A Local-Ascending-Global Learning Strategy for Brain-Computer Interface AAAI 2024 Analyzing Speech Motor Movement using Surface Electromyography in Minimally Verbal Adults with Autism Spectrum Disorder Interspeech 2024 An LLM-based Knowledge Synthesis and Scientific Reasoning Framework for Biomedical Discovery ACL 2024 A Novel Evolutionary Multitasking Feature Selection Approach for Genomic Data Classification ACML 2024