Verify Before You Distill: Prompt-Level Teacher Gating for On-Policy Distillation Paper • 2609.02998 • Published 21 days ago • 17
PILOT in the Loop: Live Self-Improvement for Long-Horizon Agents Paper • 2608.26530 • Published 27 days ago • 35
D$^3$-MOPD: Adaptive Dynamic Domain ScheDuling for Efficient Multi-Teacher Distillation Paper • 2608.24987 • Published 29 days ago • 28
QP-OneModel: A Unified Generative LLM for Multi-Task Query Understanding in Xiaohongshu Search Paper • 2602.09901 • Published Feb 10 • 6
LOGO -- Long cOntext aliGnment via efficient preference Optimization Paper • 2410.18533 • Published Oct 24, 2024 • 43
D^3-MOPD: Adaptive Dynamic Domain ScheDuling for Efficient Multi-Teacher Distillation Paper • 2608.24987 • Published 29 days ago • 28
Balancing Understanding and Generation in Discrete Diffusion Models Paper • 2602.01362 • Published Feb 1 • 17
Vision-DeepResearch Benchmark: Rethinking Visual and Textual Search for Multimodal Large Language Models Paper • 2602.02185 • Published Feb 2 • 105
Vision-DeepResearch: Incentivizing DeepResearch Capability in Multimodal Large Language Models Paper • 2601.22060 • Published Jan 29 • 115
MemoryRewardBench: Benchmarking Reward Models for Long-Term Memory Management in Large Language Models Paper • 2601.11969 • Published Jan 17 • 27
RedOne 2.0: Rethinking Domain-specific LLM Post-Training in Social Networking Services Paper • 2511.07070 • Published Nov 10, 2025 • 20
LongRM: Revealing and Unlocking the Context Boundary of Reward Modeling Paper • 2510.06915 • Published Oct 8, 2025 • 16
Revisiting Long-context Modeling from Context Denoising Perspective Paper • 2510.05862 • Published Oct 7, 2025 • 21
LOGO -- Long cOntext aliGnment via efficient preference Optimization Paper • 2410.18533 • Published Oct 24, 2024 • 43