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Peiguang Li β most-cited papers & profile Β· Large Language Models
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Peiguang Li
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Most-cited papers
HIPIF: Hierarchical Planning and Information Folding for Long-Horizon LLM Agent Learning
2026
HIPIF: Hierarchical Planning and Information Folding for Long-Horizon LLM Agent Learning
2026
HISR: Hindsight Information Modulated Segmental Process Rewards For Multi-turn Agentic Reinforcement Learning
2026
LongCat-Flash-Thinking-2601 Technical Report
2026
LongCat-Flash-Thinking-2601 Technical Report
2026
Beyond the Sequence: Statistics-Driven Pre-training for Stabilizing Sequential Recommendation Model
2024
Topics
Multi-Agent
Model-Based RL
Planning
Benchmarks
Meta-RL
RLHF & Alignment
Memory
Policy Gradient
Tool Use
Evaluation