← authors · overview

• UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation
  2023 · 28 citations
• Instruction Pre-Training: Language Models are Supervised Multitask Learners
  2024 · 13 citations
• LLM-in-Sandbox Elicits General Agentic Intelligence
  2026
• HiSAC: Hierarchical Sparse Activation Compression for Ultra-long Sequence Modeling in Recommenders
  2026
• FlowRL: Matching Reward Distributions for LLM Reasoning
  2025
• From Trial-and-Error to Improvement: A Systematic Analysis of LLM Exploration Mechanisms in RLVR
  2025
• Reasoning with Exploration: An Entropy Perspective
  2025
• An Empirical Study on Eliciting and Improving R1-like Reasoning Models
  2025
• Instruction Pre-Training: Language Models are Supervised Multitask Learners
  2024
• Adapting Large Language Models via Reading Comprehension
  2023
• On Domain-Specific Post-Training for Multimodal Large Language Models
  2024
• How to Synthesize Text Data without Model Collapse?
  2024