Pivot-SD: Efficient Self-Distillation for Masked Diffusion Language Models Paper • 2610.03665 • Published 4 days ago • 51
SentZero: An Enhanced Sentence-Centric Vision-Language Pretraining for Multi-Task Zero-Shot Chest X-Ray Analysis Paper • 2609.34479 • Published 8 days ago • 30
Surprising Success, Repeated Failure: Entropy-Guided Credit Assignment for Exploration in LLM Reasoning Paper • 2609.33781 • Published 9 days ago • 46
Knowing When Thinking Is Not Enough: Teaching Small Reasoning Models to Reason Beyond Their Parametric Knowledge Paper • 2609.34327 • Published 8 days ago • 41
Learning Beyond What You Sample: Off-Policy-Aware Cross-Model Trajectory Exchange for RLVR Paper • 2609.37868 • Published 7 days ago • 63
PLC-DPO: Posterior Label Correction in Noisy and Ambiguous Preference Optimization Paper • 2608.30597 • Published Aug 31 • 27
SpatialBlock: Enhancing Spatial Intelligence in LVLMs via Synthetic Block-Stacking Problem Paper • 2609.07064 • Published 29 days ago • 147
PLC-DPO: Posterior Label Correction in Noisy and Ambiguous Preference Optimization Paper • 2608.30597 • Published Aug 31 • 27
Rethinking Personalized Reward Modeling for LLMs under Preference Heterogeneity via Group-Debiased Federated Learning Paper • 2608.01556 • Published Aug 3
Eliciting Weak-to-Strong Generalization with On-Policy Reverse Distillation Paper • 2609.08798 • Published 28 days ago • 84
UniSAFE: A Comprehensive Benchmark for Safety Evaluation of Unified Multimodal Models Paper • 2603.17476 • Published Mar 18
When and Where to Attack? Stage-wise Attention-Guided Adversarial Attack on Large Vision Language Models Paper • 2602.04356 • Published Feb 4
mSFT: Addressing Dataset Mixtures Overfiting Heterogeneously in Multi-task SFT Paper • 2603.21606 • Published Mar 23 • 39
MolHIT: Advancing Molecular-Graph Generation with Hierarchical Discrete Diffusion Models Paper • 2602.17602 • Published Feb 19 • 56