AAAI-2024-Papers Application Application Domains 🆔 Title Repo Paper Video 13692 A Multi-Modal Contrastive Diffusion Model for Therapeutic Peptide Generation ➖ 2218 Towards Automated RISC-V Microarchitecture Design with Reinforcement Learning ➖ 11515 Generating Novel Leads for Drug Discovery using LLMs with Logical Feedback ➖ 4476 SeGA: Preference-Aware Self-Contrastive Learning with Prompts for Anomalous User Detection on Twitter ➖ 13248 Neural Embeddings for kNN Search in Biological Sequence ➖ ➖ 4869 i-Rebalance: Personalized Vehicle Repositioning for Supply Demand Balance ➖ 9311 GIN-SD: Source Detection in Graphs with Incomplete Nodes via Positional Encoding and Attentive Fusion ➖ 13901 Deep Quantum Error Correction ➖ ➖ 1786 Propagation Tree is Not Deep: Adaptive Graph Contrastive Learning Approach for Rumor Detection ➖ 7609 Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning 3800 Multitarget Device-Free Localization via Cross-Domain Wi-Fi RSS Training Data and Attentional Prior Fusion ➖ ➖ 7789 Heterogeneous Graph Reasoning for Fact Checking over Texts and Tables 1530 Text-Guided Molecule Generation with Diffusion Language Model 5579 Adversarial Robust Safeguard for Evading Deep Facial Manipulation ➖ 2486 FlightBERT++: A Non-Autoregressive Multi-Horizon Flight Trajectory Prediction Framework ➖ 9920 LogFormer: A Pre-Train and Tuning Pipeline for Log Anomaly Detection ➖ 11120 ContraNovo: A Contrastive Learning Approach to Enhance De Novo Peptide Sequencing ➖ 14071 Inducing Point Operator Transformer: A Flexible and Scalable Architecture for Solving PDEs 13208 MASTER: Market-Guided Stock Transformer for Stock Price Forecasting 3916 Learning from Polar Representation: An Extreme-Adaptive Model for Long-Term Time Series Forecasting 7136 The Causal Impact of Credit Lines on Spending Distributions ➖ 13761 Improving PTM Site Prediction by Coupling of Multi-Granularity Structure and Multi-Scale Sequence Representation 3794 Joint Learning Neuronal Skeleton and Brain Circuit Topology with Permutation Invariant Encoders for Neuron Classification ➖ 6770 Root Cause Analysis in Microservice using Neural Granger Causal Discovery ➖ 10775 Model-Driven Deep Neural Network for Enhanced AoA Estimation using 5G gNB ➖ ➖ 13188 MID-FiLD: MIDI Dataset for Fine-Level Dynamics ➖ 14189 PosDiffNet: Positional Neural Diffusion for Point Cloud Registration in a Large Field of View with Perturbations 9759 StegaStyleGAN: Towards Generic and Practical Generative Image Steganography ➖ 4528 Dual-Channel Learning Framework for Drug-Drug Interaction Prediction via Relation-Aware Heterogeneous Graph Transformer ➖ ➖ 8016 Molecular Optimization Model with Patentability Constraint ➖ 2696 Generalizable Sleep Staging via Multi-Level Domain Alignment ➖ 5576 Inspecting Prediction Confidence for Detecting Black-Box Backdoor Attacks ➖ ➖ 5924 Conformal Crystal Graph Transformer with Robust Encoding of Periodic Invariance ➖ ➖ 1956 SuperJunction: Learning-based Junction Detection for Retinal Image Registration 6233 Explore 3D Dance Generation via Reward Model from Automatically-Ranked Demonstrations 2733 PSC-CPI: Multi-Scale Protein Sequence-Structure Contrasting for Efficient and Generalizable Compound-Protein Interaction Prediction ➖ 10058 Uncertainty Quantification for Forward and Inverse Problems of PDEs via Latent Global Evolution 6931 Multilevel Attention Network with Semi-supervised Domain Adaptation for Drug-Target Prediction ➖ ➖ 6428 Geometric-Facilitated Denoising Diffusion Model for 3D Molecule Generation ➖ 7348 GAMC: An Unsupervised Method for Fake News Detection using Graph Autoencoder with Masking ➖ ➖ 4895 Unsupervised Gene-Cell Collective Representation Learning with Optimal Transport ➖ 13372 MCSSME: Multi-Task Contrastive Learning for Semi-Supervised Singing Melody Extraction from Polyphonic Music ➖ ➖ 14042 RetroOOD: Understanding Out-of-Distribution Generalization in Retrosynthesis Prediction ➖ ➖ 11378 Designing Biological Sequences without Prior Knowledge using Evolutionary Reinforcement Learning ➖ 1284 Adversarial Socialbots Modeling based on Structural Information Principles 5298 NondBREM: Nondeterministic Offline Reinforcement Learning for Large-Scale Order Dispatching ➖ ➖ 4957 Scale Optimization using Evolutionary Reinforcement Learning for Object Detection on Drone Imagery 10957 Adversarial Attacks on Federated-Learned Adaptive Bitrate Algorithms ➖ ➖ 1525 Generalize for Future: Slow and Fast Trajectory Learning for CTR Prediction ➖ 5134 Hot or Cold? Adaptive Temperature Sampling for Code Generation with Large Language Models ➖
