Guanhua Zhu | New Jersey Institute of Technology

About Me

I am a second-year Ph.D. student in Informatics at the New Jersey Institute of Technology (NJIT), advised by Dr. Chenxi Yuan. My current research focuses on AI agent harness and AI in healthcare. Before joining NJIT, I received my M.S. degree in Electronic and Computer Engineering from Purdue University Northwest and my B.S. degree in Mechatronics from Tianjin University of Technology.

Research Interests

AI Agent Harness, Agent Self-Evolution, Reasoning and Memorization, AI in Healthcare

News

[Aug. 2026] One paper (HyperPathsRAG) is accepted to EMNLP 2026 Findings.
[Jan. 2026] One paper (GNN-MTNet) is accepted to EMBC 2026.

Publications

EMNLP Findings

HyperPathsRAG: Multi-Target Path Approximation over Hypergraph Knowledge Graphs for Multi-Hop QA

Guanhua Zhu, Zirui He, Mengnan Du, Chenxi Yuan

Findings of the Association for Computational Linguistics: EMNLP, 2026

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EMBC

Advancing Human Motion Tracking via a Graph-Enhanced Multimodal Learning Model

D. Yan, Guanhua Zhu, Y. Chen, J. Tao, Y. Ding, X. Zhang, Chenxi Yuan, W. Yin

IEEE Engineering in Medicine and Biology Conference (EMBC), 2026 (Poster)

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Experience

Graduate Research Assistant, New Jersey Institute of Technology Jan. 2025 – Present
AI Algorithm Engineer, Meituan, Beijing Mar. 2024 – Dec. 2024
Research Assistant, ECE Department & CIVS, Purdue University Northwest May 2022 – May 2023

Teaching

Course Grader, ECE 42301 Power Electronics, ECE 20100 Linear Circuit Analysis, and ECE 31100 Electric and Magnetic Fields, Purdue University Northwest 2022 – 2023