Zhihao Dou

PhD student, Case Western Reserve University

Joined

January 2025

Names

Zhihao Dou (Preferred)

Alex Zhihao Dou

Emails

****@gmail.com (Confirmed)

****@microsate.com (Confirmed)

****@case.edu (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

PhD student

Case Western Reserve University (case.edu)

2025 – 2028

MS student

Duke University (duke.edu)

2021 – 2023

Advisors, Relations & Conflicts

No relations added

Expertise

LLM Reasoning

2024 – 2025

Adversarial Training

2023 – 2024

Publications

Plan Then Action:High-Level Planning Guidance Reinforcement Learning for LLM Reasoning
Zhihao Dou, Qinjian Zhao, Zhongwei Wan, Dinggen Zhang, Weida Wang, Towsif Raiyan, Benteng Chen, Qingtao Pan, Yang Ouyang, Zhiqiang Gao, Shufei Zhang, Sumon Biswas
- CoRR 2025
- Readers: Everyone
AMRM-Pure: Semantic-Preserving Adversarial Purification
Zhihao Dou, Zhiqiang Gao, Dongfei Cui, Weida Wang, Qinjian Zhao, Dinggen Zhang, Jun Yan, Zeke Xie, Shufei Zhang
- AISTATS 2026 Spotlight
- Readers: Everyone
AlgoForge: Specializing Code Generation Agents through Collaborative Reinforcement Learning
Zhihao Dou, Qinjian Zhao, Sumon Biswas
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
CMPhysBench: A Benchmark for Evaluating Large Language Models in Condensed Matter Physics
Weida Wang, Dongchen Huang, Jiatong LI, Tengchao Yang, Ziyang Zheng, Chuyi Peng, Di Zhang, Dong Han, Benteng Chen, Binzhao Luo, Zhiyu Liu, kunling liu, Zhiyuan Gao, Shiqigeng, Wei Ma, Jiaming Su, Xin Li, Shuchen Pu, Yuhan Shui, Qianjia Cheng et al. (16 additional authors not shown)
- ICLR 2026 Poster
- Readers: Everyone
Plan Then Action: High-Level Planning Guidance Reinforcement Learning for LLM Reasoning
Zhihao Dou, Qinjian Zhao, Zhongwei Wan, Dinggen Zhang, Weida Wang, Towsif Raiyan, Benteng Chen, Qingtao Pan, Yang Ouyang, Zhiqiang Gao, Shufei Zhang, Sumon Biswas
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
EviDiff: Learning Object-wise Consistency for Text-to-Image Diffusion
Qingtao Pan, Yuting He, Zhihao Dou, Bing Ji, Shuo Li
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
SafeBehavior: Simulating Human-Like Multistage Reasoning to Mitigate Jailbreak Attacks in Large Language Models
Qinjian Zhao, Jiaqi Wang, Zhiqiang Gao, Zhihao Dou, Belal Abuhaija, Kaizhu Huang
- CoRR 2025
- Readers: Everyone
CMPhysBench: A Benchmark for Evaluating Large Language Models in Condensed Matter Physics
Weida Wang, Dongchen Huang, Jiatong Li, Tengchao Yang, Ziyang Zheng, Di Zhang, Dong Han, Benteng Chen, Binzhao Luo, Zhiyu Liu, Kunling Liu, Zhiyuan Gao, Shiqi Geng, Wei Ma, Jiaming Su, Xin Li, Shuchen Pu, Yuhan Shui, Qianjia Cheng, Zhihao Dou et al. (15 additional authors not shown)
- CoRR 2025
- Readers: Everyone
SRPO: Enhancing Multimodal LLM Reasoning via Reflection-Aware Reinforcement Learning
Zhongwei Wan, Zhihao Dou, Che Liu, Yu Zhang, Dongfei Cui, Qinjian Zhao, Hui Shen, Jing Xiong, Yi Xin, Yifan Jiang, Chaofan Tao, Yangfan He, Mi Zhang, Shen Yan
- CoRR 2025
- Readers: Everyone
MAE-Pure: Semantic-Preserving Adversarial Purification
Zhihao Dou, Zhiqiang Gao, Dongfei Cui, Weida Wang, Yimeng Luo, Zeke Xie, Jun Yan, Shufei Zhang
- Submitted to NeurIPS 2025
- Readers: Everyone

View all 17 publications

Co-Authors

View all 73 co-authors