| PaperSearchQA: Learning to Search and Reason over Scientific Papers with RLVR | Jan 26, 2026 | | —Unverified | 1 |
| Gabliteration: Adaptive Multi-Directional Neural Weight Modification for Selective Behavioral Alteration in Large Language Models | Jan 28, 2026 | | —Unverified | 1 |
| SK-Adapter: Skeleton-Based Structural Control for Native 3D Generation | Mar 14, 2026 | | —Unverified | 1 |
| DREAM: Where Visual Understanding Meets Text-to-Image Generation | Mar 3, 2026 | | —Unverified | 1 |
| Learning Query-Aware Budget-Tier Routing for Runtime Agent Memory | Feb 5, 2026 | | —Unverified | 1 |
| WideSeek: Advancing Wide Research via Multi-Agent Scaling | Feb 2, 2026 | | —Unverified | 1 |
| Does Object Binding Naturally Emerge in Large Pretrained Vision Transformers? | Jan 21, 2026 | | —Unverified | 1 |
| Joint Estimation of Piano Dynamics and Metrical Structure with a Multi-task Multi-Scale Network | Feb 3, 2026 | | —Unverified | 1 |
| OCRVerse: Towards Holistic OCR in End-to-End Vision-Language Models | Feb 4, 2026 | | —Unverified | 1 |
| EvasionBench: A Large-Scale Benchmark for Detecting Managerial Evasion in Earnings Call Q&A | Feb 4, 2026 | | —Unverified | 1 |
| NOVA: Sparse Control, Dense Synthesis for Pair-Free Video Editing | Mar 3, 2026 | | —Unverified | 1 |
| Free(): Learning to Forget in Malloc-Only Reasoning Models | Feb 10, 2026 | | —Unverified | 1 |
| Learning Goal-Oriented Vision-and-Language Navigation with Self-Improving Demonstrations at Scale | Mar 18, 2026 | | —Unverified | 1 |
| HSImul3R: Physics-in-the-Loop Reconstruction of Simulation-Ready Human-Scene Interactions | Mar 16, 2026 | | —Unverified | 1 |
| How2Everything: Mining the Web for How-To Procedures to Evaluate and Improve LLMs | Feb 9, 2026 | | —Unverified | 1 |
| KLASS: KL-Guided Fast Inference in Masked Diffusion Models | Mar 5, 2026 | | —Unverified | 1 |
| Outcome Accuracy is Not Enough: Aligning the Reasoning Process of Reward Models | Feb 4, 2026 | | —Unverified | 1 |
| Toward Complex-Valued Neural Networks for Waveform Generation | Mar 12, 2026 | | —Unverified | 1 |
| Tracking Capabilities for Safer Agents | Mar 1, 2026 | | —Unverified | 1 |
| LatentMem: Customizing Latent Memory for Multi-Agent Systems | Mar 9, 2026 | | —Unverified | 1 |
| MergeMix: A Unified Augmentation Paradigm for Visual and Multi-Modal Understanding | Feb 23, 2026 | | —Unverified | 1 |
| LikePhys: Evaluating Intuitive Physics Understanding in Video Diffusion Models via Likelihood Preference | Mar 6, 2026 | | —Unverified | 1 |
| Conversational Image Segmentation: Grounding Abstract Concepts with Scalable Supervision | Feb 13, 2026 | | —Unverified | 1 |
| DSGym: A Holistic Framework for Evaluating and Training Data Science Agents | Jan 22, 2026 | | —Unverified | 1 |
| Do Reasoning Models Enhance Embedding Models? | Jan 29, 2026 | | —Unverified | 1 |
| One Adapts to Any: Meta Reward Modeling for Personalized LLM Alignment | Jan 26, 2026 | | —Unverified | 1 |
| Code-A1: Adversarial Evolving of Code LLM and Test LLM via Reinforcement Learning | Mar 16, 2026 | | —Unverified | 1 |
| -Reasoner: LLM Reasoning via Test-Time Gradient Descent in Latent Space | Mar 5, 2026 | | —Unverified | 1 |
| Towards Reason-Informed Video Editing in Unified Models with Self-Reflective Learning | Mar 15, 2026 | | —Unverified | 1 |
| V_1: Unifying Generation and Self-Verification for Parallel Reasoners | Mar 4, 2026 | | —Unverified | 1 |
| Omni-AVSR: Towards Unified Multimodal Speech Recognition with Large Language Models | Jan 26, 2026 | | —Unverified | 1 |
| Retrieve and Segment: Are a Few Examples Enough to Bridge the Supervision Gap in Open-Vocabulary Segmentation? | Feb 26, 2026 | | —Unverified | 1 |
| Multimodal Evaluation of Russian-language Architectures | Jan 26, 2026 | | —Unverified | 1 |
| EditCtrl: Disentangled Local and Global Control for Real-Time Generative Video Editing | Feb 16, 2026 | | —Unverified | 1 |
| Infherno: End-to-end Agent-based FHIR Resource Synthesis from Free-form Clinical Notes | Mar 19, 2026 | | —Unverified | 1 |
| Kairos: Toward Adaptive and Parameter-Efficient Time Series Foundation Models | Feb 13, 2026 | | —Unverified | 1 |
| CFG-Ctrl: Control-Based Classifier-Free Diffusion Guidance | Mar 11, 2026 | | —Unverified | 1 |
| EntroPIC: Towards Stable Long-Term Training of LLMs via Entropy Stabilization with Proportional-Integral Control | Jan 31, 2026 | | —Unverified | 1 |
| \$OneMillion-Bench: How Far are Language Agents from Human Experts? | Mar 9, 2026 | | —Unverified | 1 |
| Hybrid Linear Attention Done Right: Efficient Distillation and Effective Architectures for Extremely Long Contexts | Jan 29, 2026 | | —Unverified | 1 |
| ReLi3D: Relightable Multi-view 3D Reconstruction with Disentangled Illumination | Mar 20, 2026 | | —Unverified | 1 |
| TokenTrim: Inference-Time Token Pruning for Autoregressive Long Video Generation | Jan 30, 2026 | | —Unverified | 1 |
| Safety Alignment of LMs via Non-cooperative Games | Feb 7, 2026 | | —Unverified | 1 |
| CoMAS: Co-Evolving Multi-Agent Systems via Interaction Rewards | Feb 9, 2026 | | —Unverified | 1 |
| A Mechanistic View on Video Generation as World Models: State and Dynamics | Jan 22, 2026 | | —Unverified | 1 |
| FineRMoE: Dimension Expansion for Finer-Grained Expert with Its Upcycling Approach | Mar 9, 2026 | | —Unverified | 1 |
| PixARMesh: Autoregressive Mesh-Native Single-View Scene Reconstruction | Mar 6, 2026 | | —Unverified | 1 |
| DrivingGen: A Comprehensive Benchmark for Generative Video World Models in Autonomous Driving | Mar 7, 2026 | | —Unverified | 1 |
| Demo-ICL: In-Context Learning for Procedural Video Knowledge Acquisition | Feb 9, 2026 | | —Unverified | 1 |
| RewardMap: Tackling Sparse Rewards in Fine-grained Visual Reasoning via Multi-Stage Reinforcement Learning | Feb 21, 2026 | | —Unverified | 1 |