Vela: User Behavior as Supervision Sparks LLM Intelligence Paper • 2610.14709 • Published 5 days ago • 69
D^3-MOPD: Adaptive Dynamic Domain ScheDuling for Efficient Multi-Teacher Distillation Paper • 2608.24987 • Published Aug 25 • 28
PILOT in the Loop: Live Self-Improvement for Long-Horizon Agents Paper • 2608.26530 • Published Aug 27 • 37
QP-OneModel: A Unified Generative LLM for Multi-Task Query Understanding in Xiaohongshu Search Paper • 2602.09901 • Published Feb 10 • 6
Vision-DeepResearch Benchmark: Rethinking Visual and Textual Search for Multimodal Large Language Models Paper • 2602.02185 • Published Feb 2 • 106
Vision-DeepResearch: Incentivizing DeepResearch Capability in Multimodal Large Language Models Paper • 2601.22060 • Published Jan 29 • 117
RedOne: Revealing Domain-specific LLM Post-Training in Social Networking Services Paper • 2507.10605 • Published Jul 13, 2025 • 8
RedOne: Revealing Domain-specific LLM Post-Training in Social Networking Services Paper • 2507.10605 • Published Jul 13, 2025 • 8