Research

BudgetIV: Optimal Partial Identification of Causal Effects with Mostly Invalid Instruments AISTATS 2025 Can Large Language Models Classify and Generate Antimicrobial Resistance Genes? ACL 2025 Category-aware EEG Image Generation Based on Wavelet Transform and Contrast Semantic Loss IJCAI 2025 Causal Effect of Functional Treatment JMLR 2025 CFD: Learning Generalized Molecular Representation via Concept-Enhanced Feedback Disentanglement ICLR 2025 CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning AAAI 2025 Classification of High-dimensional Time Series in Spectral Domain Using Explainable Features with Applications to Neuroimaging Data AISTATS 2025 Classifying Copy Number Variations Using State Space Modeling of Targeted Sequencing Data: A Case Study in Thalassemia MLHC 2025 CognitionCapturer: Decoding Visual Stimuli from Human EEG Signal with Multimodal Information AAAI 2025 CombiMOTS: Combinatorial Multi-Objective Tree Search for Dual-Target Molecule Generation ICML 2025 Compositional Flows for 3D Molecule and Synthesis Pathway Co-design ICML 2025 Conditional Causal Representation Learning for Heterogeneous Single-cell RNA Data Integration and Prediction IJCAI 2025 Contact-Aware Refinement of Human Pose Pseudo-Ground Truth via Bioimpedance Sensing ICCV 2025 Context Matters: Query-aware Dynamic Long Sequence Modeling of Gigapixel Images ICML 2025 CRAB: A Benchmark for Evaluating Curation of Retrieval-Augmented LLMs in Biomedicine EMNLP 2025 Cradle-VAE: Enhancing Single-Cell Gene Perturbation Modeling with Counterfactual Reasoning-based Artifact Disentanglement AAAI 2025 Cross-modality Matching and Prediction of Perturbation Responses with Labeled Gromov-Wasserstein Optimal Transport AISTATS 2025 CryoDomain: Sequence-free Protein Domain Identification from Low-resolution Cryo-EM Density Maps AAAI 2025 CryoMAE: Few-Shot Cryo-EM Particle Picking with Masked Autoencoders WACV 2025 CycSeq: Leveraging Cyclic Data Generation for Accurate Perturbation Prediction in Single-Cell RNA-Seq IJCAI 2025 Decoding Semantic Representations in the Brain Under Language Stimuli with Large Language Models COLING 2025 Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception Interspeech 2025 DeCorrNet: Enhancing Neural Decoding Performance by Eliminating Correlations in Noise AAAI 2025 Déjà Vu? Decoding Repeated Reading from Eye Movements ACL 2025 Divide and Conquer: Coordinating Multiplex Mixture of Graph Learners to Handle Multi-Omics Analysis IJCAI 2025