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• Black-box Prompt Optimization: Aligning Large Language Models Without Model Training
  2023 · 150 citations
• Alignbench: Benchmarking Chinese Alignment Of Large Language Models
  2023 · 76 citations
• Teaching Large Language Models An Unseen Language On The Fly
  2024 · 37 citations
• Competition-level Problems Are Effective LLM Evaluators
  2023 · 35 citations
• Imposter.ai: Adversarial Attacks With Hidden Intentions Towards Aligned Large Language Models
  2024 · 4 citations
• Internal Safety Collapse In Frontier Large Language Models
  2026 · 2 citations
• MSign: An Optimizer Preventing Training Instability in Large Language Models via Stable Rank Restoration
  2026
• Improving Data and Reward Design for Scientific Reasoning in Large Language Models
  2026
• Beyond Length: Quantifying Long-Range Information for Long-Context LLM Pretraining Data
  2025
• TL;DR: Too Long, Do Re-weighting for Efficient LLM Reasoning Compression