| HRSeg: High-Resolution Visual Perception and Enhancement for Reasoning Segmentation | Jul 17, 2025 | Reasoning SegmentationWorld Knowledge | —Unverified | 0 |
| Comparing Apples to Oranges: A Dataset & Analysis of LLM Humour Understanding from Traditional Puns to Topical Jokes | Jul 17, 2025 | Common Sense ReasoningWorld Knowledge | —Unverified | 0 |
| KEN: Knowledge Augmentation and Emotion Guidance Network for Multimodal Fake News Detection | Jul 13, 2025 | Fake News DetectionMisinformation | —Unverified | 0 |
| Video Event Reasoning and Prediction by Fusing World Knowledge from LLMs with Vision Foundation Models | Jul 8, 2025 | Future predictionLarge Language Model | —Unverified | 0 |
| DreamVLA: A Vision-Language-Action Model Dreamed with Comprehensive World Knowledge | Jul 6, 2025 | Image GenerationMultimodal Reasoning | CodeCode Available | 3 |
| A Semi-supervised Scalable Unified Framework for E-commerce Query Classification | Jun 26, 2025 | ClassificationWorld Knowledge | —Unverified | 0 |
| From 2D to 3D Cognition: A Brief Survey of General World Models | Jun 25, 2025 | Autonomous DrivingScene Generation | —Unverified | 0 |
| MIRAGE: A Benchmark for Multimodal Information-Seeking and Reasoning in Agricultural Expert-Guided Conversations | Jun 25, 2025 | World Knowledge | CodeCode Available | 0 |
| Multi-Preference Lambda-weighted Listwise DPO for Dynamic Preference Alignment | Jun 24, 2025 | Informativenessreinforcement-learning | CodeCode Available | 0 |
| ImpliRet: Benchmarking the Implicit Fact Retrieval Challenge | Jun 17, 2025 | BenchmarkingRetrieval | CodeCode Available | 0 |
| AutoVLA: A Vision-Language-Action Model for End-to-End Autonomous Driving with Adaptive Reasoning and Reinforcement Fine-Tuning | Jun 16, 2025 | Action GenerationAutonomous Driving | CodeCode Available | 3 |
| ConTextTab: A Semantics-Aware Tabular In-Context Learner | Jun 12, 2025 | In-Context LearningWorld Knowledge | CodeCode Available | 2 |
| MMMG: A Massive, Multidisciplinary, Multi-Tier Generation Benchmark for Text-to-Image Reasoning | Jun 12, 2025 | Image GenerationMultimodal Reasoning | —Unverified | 0 |
| RoCA: Robust Cross-Domain End-to-End Autonomous Driving | Jun 11, 2025 | Autonomous DrivingDomain Adaptation | —Unverified | 0 |
| Serendipitous Recommendation with Multimodal LLM | Jun 9, 2025 | Recommendation SystemsWorld Knowledge | —Unverified | 0 |
| ReCogDrive: A Reinforced Cognitive Framework for End-to-End Autonomous Driving | Jun 9, 2025 | Autonomous DrivingImitation Learning | —Unverified | 0 |
| Vid2Sim: Generalizable, Video-based Reconstruction of Appearance, Geometry and Physics for Mesh-free Simulation | Jun 6, 2025 | Computational EfficiencyWorld Knowledge | —Unverified | 0 |
| Quantifying Cross-Modality Memorization in Vision-Language Models | Jun 5, 2025 | Machine UnlearningMemorization | —Unverified | 0 |
| TIIF-Bench: How Does Your T2I Model Follow Your Instructions? | Jun 2, 2025 | BenchmarkingInstruction Following | —Unverified | 0 |
| From Words to Waves: Analyzing Concept Formation in Speech and Text-Based Foundation Models | Jun 1, 2025 | World Knowledge | —Unverified | 0 |
| Probing the Geometry of Truth: Consistency and Generalization of Truth Directions in LLMs Across Logical Transformations and Question Answering Tasks | Jun 1, 2025 | In-Context LearningNegation | CodeCode Available | 0 |
| Augment or Not? A Comparative Study of Pure and Augmented Large Language Model Recommenders | May 29, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| SC-LoRA: Balancing Efficient Fine-tuning and Knowledge Preservation via Subspace-Constrained LoRA | May 29, 2025 | Navigateparameter-efficient fine-tuning | —Unverified | 0 |
| MOVi: Training-free Text-conditioned Multi-Object Video Generation | May 29, 2025 | ObjectVideo Generation | —Unverified | 0 |
| Hierarchical Tree Search-based User Lifelong Behavior Modeling on Large Language Model | May 26, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
