Research

DO-CoLM: Dynamic 3D Conformation Relationships Capture with Self-Adaptive Ordering Molecular Relational Modeling in Language Models IJCAI 2025 DrugHash: Hashing Based Contrastive Learning for Virtual Screening AAAI 2025 Drug-TTA: Test-Time Adaptation for Drug Virtual Screening via Multi-task Meta-Auxiliary Learning ICML 2025 DUSTED: Dual-Attention Enhanced Spatial Transcriptomics Denoiser AAAI 2025 Dynamics-Based Feature Augmentation of Graph Neural Networks for Variant Emergence Prediction AAAI 2025 EEG-based Voice Conversion : Hearing the Voice of Your Brain Interspeech 2025 EEGMirror: Leveraging EEG Data in the Wild via Montage-Agnostic Self-Supervision for EEG to Video Decoding ICCV 2025 egoPPG: Heart Rate Estimation from Eye-Tracking Cameras in Egocentric Systems to Benefit Downstream Vision Tasks ICCV 2025 Electromyography-Informed Facial Expression Reconstruction for Physiological-Based Synthesis and Analysis CVPR 2025 Enhancing Antimicrobial Drug Resistance Classification by Integrating Sequence-Based and Text-Based Representations ACL 2025 Enhancing Chemical Reaction and Retrosynthesis Prediction with Large Language Model and Dual-task Learning IJCAI 2025 Enhancing Multimodal Protein Function Prediction Through Dual-Branch Dynamic Selection with Reconstructive Pre-Training IJCAI 2025 Entangled Relations: Leveraging NLI and Meta-analysis to Enhance Biomedical Relation Extraction NAACL 2025 Estimation of single-cell and tissue perturbation effect in spatial transcriptomics via Spatial Causal Disentanglement ICLR 2025 ExDDI: Explaining Drug-Drug Interaction Predictions with Natural Language AAAI 2025 Exponential Family Graphical Models: Correlated Replicates and Unmeasured Confounders, with Applications to fMRI Data JMLR 2025 FeelNet: A Lightweight Fast Fourier Transform EEG-based Emotion Recognition Network ACML 2025 FG-MSTGNN: Cross-subject EEG Emotion Recognition via Frequency-guided Multi-period Spatial-temporal Graph Neural Network ACML 2025 Flow Matching for Few-Trial Neural Adaptation with Stable Latent Dynamics ICML 2025 Foundation Model Hidden Representations for Heart Rate Estimation from Auscultation Interspeech 2025 From Knowledge to Treatment: Large Language Model Assisted Biomedical Concept Representation for Drug Repurposing EMNLP 2025 G2PDiffusion: Cross-Species Genotype-to-Phenotype Prediction via Evolutionary Diffusion ICCV 2025 GeLLM³O: Generalizing Large Language Models for Multi-property Molecule Optimization ACL 2025 Generative Co-Design of Antibody Sequences and Structures via Black-Box Guidance in a Shared Latent Space IJCAI 2025 Generative Flow Networks for Lead Optimization in Drug Design (Student Abstract) AAAI 2025