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• Robust Tool Use via Fission-GRPO: Learning to Recover from Execution Errors
  2026
• Decouple Searching from Training: Scaling Data Mixing via Model Merging for Large Language Model Pre-training
  2026
• One Token Is Enough: Improving Diffusion Language Models with a Sink Token
  2026
• Optimizing Generative Ranking Relevance via Reinforcement Learning in Xiaohongshu Search
  2025
• RedOne 2.0: Rethinking Domain-specific LLM Post-Training in Social Networking Services
  2025
• MT\(^3\): Scaling Mllm-based Text Image Machine Translation Via Multi-task Reinforcement Learning
  2025
• Sns-bench-vl: Benchmarking Multimodal Large Language Models In Social Networking Services
  2025
• Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models
  2025
• Actial: Activate Spatial Reasoning Ability of Multimodal Large Language Models
  2025
• Cluster-Driven Expert Pruning for Mixture-of-Experts Large Language Models
  2025
• Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models