Scholar
Ruochen Zhao
Google Scholar ID: l9qSoK4AAAAJ
Ph.D. in Artificial Intelligence, Nanyang Technological University. Currently at Apple
Citations & Impact
Citations
1,035
H-index
12
i10-index
14
Publications
18
Co-authors
0
Publications
Resume
Academic Achievements
- - Publications:
- - Auto-Arena of LLMs: Automating LLM Evaluations with Agent Peer-battles and Committee Discussions, ACL 2025
- - Chain of Ideas: Revolutionizing Research via Novel Idea Development with LLM Agents, EMNLP 2025 Findings
- - Chain of Knowledge: A Framework for Grounding Large Language Models with Structured Knowledge Bases, ICLR 2024
- - Retrieving Multimodal Information for Augmented Generation: A Survey, EMNLP 2023 Findings
- - Verify-and-Edit: A Knowledge-Enhanced Chain-of-thought Framework, ACL 2023 Main
- - Explaining Language Models’ Predictions with High-Impact Concepts, EACL 2024 Findings
- - Randomized Smoothing with Masked Inference for Adversarially Robust Text Classifications, ACL 2023 Main
- - Awards:
- - SG100WIT 2025 Award (Singapore 100 Women in Tech)
Research Experience
- - Research Engineer at Apple
- - Conducted Ph.D. research at Nanyang Technological University, focusing on LLM Agents, trustworthiness, reliability, and reasoning
Education
- - Ph.D. from Nanyang Technological University (NTU-NLP), Advisor: Associate Professor Shafiq Joty, Graduated in August 2024
- - M.S. in Data Science from Harvard University
- - B.S. in Mathematics from Courant Institute, New York University
Background
- - Research Interests: LLM Agents, Trustworthiness and Reliability, Reasoning
- - Professional Field: Natural Language Processing, Artificial Intelligence
- - Introduction: Currently a research engineer at Apple, focusing on endowing LLMs with reasoning abilities similar to human thinking processes.
Miscellany
- - Personal Interests: Not specified