Rui Peng

PhD student, Peking University

2 papers at NeurIPS 2025

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Poster Session 1

1 paper

Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

KINDLE: Knowledge-Guided Distillation for Prior-Free Gene Regulatory Network Inference

#1713 · Rui Peng, Yuchen Lu, Qichen Sun, Yuxing Lu, Chi Zhang, Ziru Liu, Jinzhuo Wang

Poster Session 2

1 paper

Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

KARMA: Leveraging Multi-Agent LLMs for Automated Knowledge Graph Enrichment

#100 Spotlight · Yuxing Lu, Wei Wu, Xukai Zhao, Rui Peng, Jinzhuo Wang

KARMA is a multi-agent LLM framework that automatically update and expand knowledge graphs from scientific papers. By using nine specialized agents, KARMA successfully add new entities with high verified accuracy and reduce inconsistencies.