Jinzhuo Wang

Assistant Professor, Peking University

4 papers at NeurIPS 2025

OpenReview· Semantic Scholar· Google Scholar

Poster Session 1

2 papers

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

Exhibit Hall C,D,E

Towards Doctor-Like Reasoning: Medical RAG Fusing Knowledge with Patient Analogy through Textual Gradients

#1701 · Yuxing Lu, Gecheng Fu, Wei Wu, Xukai Zhao, Goi Sin Yee, Jinzhuo Wang

This paper introduces DoctorRAG, a medical AI that mimics doctor-like reasoning by combining textbook knowledge with insights from similar patient cases, using "textual gradients" to refine its answers for improved accuracy and relevance.

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

2 papers

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.

Generalized and Invariant Single-Neuron In-Vivo Activity Representation Learning

#5418 · Wei Wu, Yuxing Lu, Zhengrui Guo, Chi Zhang, Can Liao, Yifan Bu, Fangxu Zhou, Jinzhuo Wang