Ruochen Zhao

Researcher, SalesForce.com

Joined

April 2022

Names

Ruochen Zhao (Preferred)

Emails

****@e.ntu.edu.sg (Confirmed)

Personal Links

ORCID

ACL Anthology

Career & Education History

Researcher

SalesForce.com (salesforce.com)

2026 – 2026

PhD student

Nanyang Technological University (ntu.edu.sg)

2021 – 2025

MS student

Harvard University, Harvard University (g.harvard.edu)

2019 – 2020

Undergrad student

New York University (nyu.edu)

2015 – 2019

Advisors, Relations & Conflicts

PhD Advisor

Shafiq Joty Rayhan

2021 – 2025

Expertise

NLP explainability

2021 – 2025

Publications

Training Multi-Turn Search Agent via Contrastive Dynamic Branch Sampling
Yubao Zhao, Weiquan Huang, Sudong Wang, Ruochen Zhao, Chen Chen, Yao Shu, Chengwei Qin
- CoRR 2026
- Readers: Everyone
DR-Arena: an Automated Evaluation Framework for Deep Research Agents
Yiwen Gao, Ruochen Zhao, Yang Deng, Wenxuan Zhang
- CoRR 2026
- Readers: Everyone
Targeting COVID-19 and Human Resources for Health News Information Extraction: Algorithm Development and Validation
Mathieu Ravaut, Ruochen Zhao, Duy Phung, Vicky Mengqi Qin, Dusan Milovanovic, Anita Pienkowska, Iva Bojic, Josip Car, Shafiq Joty
- JMIR AI
- Readers: Everyone
Targeting COVID-19 and Human Resources for Health News Information Extraction: Algorithm Development and Validation (Preprint)
Mathieu Ravaut, Ruochen Zhao, Duy Phung, Vicky Mengqi Qin, Dusan Milovanovic, Anita Pienkowska, Iva Bojic, Josip Car, Shafiq Joty
- Crossref
- Readers: Everyone
AgREE: Agentic Reasoning for Knowledge Graph Completion on Emerging Entities
Ruochen Zhao, Simone Conia, Eric Peng, Min Li, Saloni Potdar
- CoRR 2025
- Readers: Everyone
A Comprehensive Survey of Contamination Detection Methods in Large Language Models
Mathieu Ravaut, Bosheng Ding, Fangkai Jiao, Hailin Chen, Xingxuan Li, Ruochen Zhao, Chengwei Qin, Caiming Xiong, Shafiq Joty
- Accepted by TMLR
- Readers: Everyone
Chain of Ideas: Revolutionizing Research Via Novel Idea Development with LLM Agents
Long Li, Weiwen Xu, Jiayan Guo, Ruochen Zhao, Xingxuan Li, Yuqian Yuan, Boqiang Zhang, Yuming Jiang, Yifei Xin, Ronghao Dang, Yu Rong, Deli Zhao, Tian Feng, Lidong Bing
- EMNLP (Findings) 2025
- Readers: Everyone
Can We Further Elicit Reasoning in LLMs? Critic-Guided Planning with Retrieval-Augmentation for Solving Challenging Tasks
Xingxuan Li, Weiwen Xu, Ruochen Zhao, Fangkai Jiao, Shafiq Joty, Lidong Bing
- ACL (1) 2025
- Readers: Everyone
Auto-Arena: Automating LLM Evaluations with Agent Peer Battles and Committee Discussions
Ruochen Zhao, Wenxuan Zhang, Yew Ken Chia, Weiwen Xu, Deli Zhao, Lidong Bing
- ACL (1) 2025
- Readers: Everyone
Can We Further Elicit Reasoning in LLMs? Critic-Guided Planning with Retrieval-Augmentation for Solving Challenging Tasks
Xingxuan Li, Weiwen Xu, Ruochen Zhao, Fangkai Jiao, Shafiq Joty, Lidong Bing
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone

View all 40 publications

Co-Authors

View all 62 co-authors