| K-Paths: Reasoning over Graph Paths for Drug Repurposing and Drug Interaction Prediction | Feb 18, 2025 | Drug DiscoveryKnowledge Graphs | CodeCode Available | 1 |
| Learning-Guided Rolling Horizon Optimization for Long-Horizon Flexible Job-Shop Scheduling | Feb 18, 2025 | Combinatorial OptimizationJob Shop Scheduling | CodeCode Available | 1 |
| MSE-Adapter: A Lightweight Plugin Endowing LLMs with the Capability to Perform Multimodal Sentiment Analysis and Emotion Recognition | Feb 18, 2025 | Emotion RecognitionLarge Language Model | CodeCode Available | 1 |
| Toward Foundational Model for Sleep Analysis Using a Multimodal Hybrid Self-Supervised Learning Framework | Feb 18, 2025 | Contrastive LearningDiagnostic | CodeCode Available | 1 |
| tn4ml: Tensor Network Training and Customization for Machine Learning | Feb 18, 2025 | Tensor Networks | CodeCode Available | 1 |
| Robust Adaptation of Large Multimodal Models for Retrieval Augmented Hateful Meme Detection | Feb 18, 2025 | Contrastive LearningDomain Generalization | CodeCode Available | 1 |
| MaxSup: Overcoming Representation Collapse in Label Smoothing | Feb 18, 2025 | image-classificationImage Classification | CodeCode Available | 1 |
| WeedsGalore: A Multispectral and Multitemporal UAV-based Dataset for Crop and Weed Segmentation in Agricultural Maize Fields | Feb 18, 2025 | Instance SegmentationManagement | CodeCode Available | 1 |
| Score-Based Diffusion Policy Compatible with Reinforcement Learning via Optimal Transport | Feb 18, 2025 | Imitation Learning | CodeCode Available | 1 |
| PartSDF: Part-Based Implicit Neural Representation for Composite 3D Shape Parametrization and Optimization | Feb 18, 2025 | 3D Shape RepresentationDecoder | CodeCode Available | 1 |
| PTQ1.61: Push the Real Limit of Extremely Low-Bit Post-Training Quantization Methods for Large Language Models | Feb 18, 2025 | BinarizationQuantization | CodeCode Available | 1 |
| Myna: Masking-Based Contrastive Learning of Musical Representations | Feb 18, 2025 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| A Cognitive Writing Perspective for Constrained Long-Form Text Generation | Feb 18, 2025 | FormText Generation | CodeCode Available | 1 |
| DemonAgent: Dynamically Encrypted Multi-Backdoor Implantation Attack on LLM-based Agent | Feb 18, 2025 | | CodeCode Available | 1 |
| Universal Embedding Function for Traffic Classification via QUIC Domain Recognition Pretraining: A Transfer Learning Success | Feb 18, 2025 | Traffic ClassificationTransfer Learning | CodeCode Available | 1 |
| CityEQA: A Hierarchical LLM Agent on Embodied Question Answering Benchmark in City Space | Feb 18, 2025 | Embodied Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Scientific Machine Learning of Flow Resistance Using Universal Shallow Water Equations with Differentiable Programming | Feb 18, 2025 | Sensitivity | CodeCode Available | 1 |
| Uncertainty-Aware Graph Structure Learning | Feb 18, 2025 | Graph structure learning | CodeCode Available | 1 |
| k-Graph: A Graph Embedding for Interpretable Time Series Clustering | Feb 18, 2025 | ClusteringGraph Embedding | CodeCode Available | 1 |
| Towards Text-Image Interleaved Retrieval | Feb 18, 2025 | Information RetrievalLanguage Modeling | CodeCode Available | 1 |
| Demonstrating specification gaming in reasoning models | Feb 18, 2025 | | CodeCode Available | 1 |
| R2-KG: General-Purpose Dual-Agent Framework for Reliable Reasoning on Knowledge Graphs | Feb 18, 2025 | HallucinationKnowledge Graphs | CodeCode Available | 1 |
| Automating Prompt Leakage Attacks on Large Language Models Using Agentic Approach | Feb 18, 2025 | | CodeCode Available | 1 |
| Iron Sharpens Iron: Defending Against Attacks in Machine-Generated Text Detection with Adversarial Training | Feb 18, 2025 | Adversarial AttackText Detection | CodeCode Available | 1 |
| Reinforcement Learning for Dynamic Resource Allocation in Optical Networks: Hype or Hope? | Feb 18, 2025 | BenchmarkingBlocking | CodeCode Available | 1 |
| Reasoning-to-Defend: Safety-Aware Reasoning Can Defend Large Language Models from Jailbreaking | Feb 18, 2025 | | CodeCode Available | 1 |
| Enhancing Audio-Visual Spiking Neural Networks through Semantic-Alignment and Cross-Modal Residual Learning | Feb 18, 2025 | | CodeCode Available | 1 |
| Learning More Effective Representations for Dense Retrieval through Deliberate Thinking Before Search | Feb 18, 2025 | Retrieval | CodeCode Available | 1 |
| Cramming 1568 Tokens into a Single Vector and Back Again: Exploring the Limits of Embedding Space Capacity | Feb 18, 2025 | | CodeCode Available | 1 |
| Fraud-R1 : A Multi-Round Benchmark for Assessing the Robustness of LLM Against Augmented Fraud and Phishing Inducements | Feb 18, 2025 | Decision MakingFraud Detection | CodeCode Available | 1 |
| Disentangling Long-Short Term State Under Unknown Interventions for Online Time Series Forecasting | Feb 18, 2025 | DisentanglementTime Series | CodeCode Available | 1 |
| MVCNet: Multi-View Contrastive Network for Motor Imagery Classification | Feb 18, 2025 | Brain Computer InterfaceContrastive Learning | CodeCode Available | 1 |
| RealSyn: An Effective and Scalable Multimodal Interleaved Document Transformation Paradigm | Feb 18, 2025 | Representation LearningRetrieval | CodeCode Available | 1 |
| G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable Recommendation | Feb 18, 2025 | Collaborative FilteringExplainable Recommendation | CodeCode Available | 1 |
| VidCapBench: A Comprehensive Benchmark of Video Captioning for Controllable Text-to-Video Generation | Feb 18, 2025 | Text-to-Video GenerationVideo Captioning | CodeCode Available | 1 |
| UniGuardian: A Unified Defense for Detecting Prompt Injection, Backdoor Attacks and Adversarial Attacks in Large Language Models | Feb 18, 2025 | Text Generation | CodeCode Available | 1 |
| Positional Encoding in Transformer-Based Time Series Models: A Survey | Feb 17, 2025 | Anomaly DetectionBenchmarking | CodeCode Available | 1 |
| video-SALMONN-o1: Reasoning-enhanced Audio-visual Large Language Model | Feb 17, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Causal Inference for Qualitative Outcomes | Feb 17, 2025 | Causal Inference | CodeCode Available | 1 |
| Maximum Entropy Reinforcement Learning with Diffusion Policy | Feb 17, 2025 | Efficient ExplorationMuJoCo | CodeCode Available | 1 |
| Towards Mechanistic Interpretability of Graph Transformers via Attention Graphs | Feb 17, 2025 | Node Classification | CodeCode Available | 1 |
| A Physics-Informed Blur Learning Framework for Imaging Systems | Feb 17, 2025 | Deblurring | CodeCode Available | 1 |
| VANPY: Voice Analysis Framework | Feb 17, 2025 | Action DetectionActivity Detection | CodeCode Available | 1 |
| SMART: Self-Aware Agent for Tool Overuse Mitigation | Feb 17, 2025 | GSM8KLarge Language Model | CodeCode Available | 1 |
| Deep Learning of Proteins with Local and Global Regions of Disorder | Feb 17, 2025 | Protein Structure Prediction | CodeCode Available | 1 |
| VRoPE: Rotary Position Embedding for Video Large Language Models | Feb 17, 2025 | PositionVideo Understanding | CodeCode Available | 1 |
| M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment Analysis | Feb 17, 2025 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Learning Dexterous Bimanual Catch Skills through Adversarial-Cooperative Heterogeneous-Agent Reinforcement Learning | Feb 17, 2025 | | CodeCode Available | 1 |
| Revisiting the Test-Time Scaling of o1-like Models: Do they Truly Possess Test-Time Scaling Capabilities? | Feb 17, 2025 | | CodeCode Available | 1 |
| Leveraging Labelled Data Knowledge: A Cooperative Rectification Learning Network for Semi-supervised 3D Medical Image Segmentation | Feb 17, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |