Research

Reasoning, agents, and intelligent interaction.

I work toward LLM-driven systems that can reason reliably, interact with digital environments, and support scientific discovery and healthcare.

Experience

Where I have been learning and building.

Nanjing University

Incoming Ph.D. student, continuing research on large language models and intelligent interaction.

Shanghai AI Laboratory

Research internship focused on advanced AI systems.

Southern University of Science and Technology

M.S. in Engineering. Advised by Prof. Min Yang and Prof. Yinghuan Shi.

Publications

Selected publications and ongoing directions.

Visual abstract for MONICA: Real-Time Monitoring and Calibration of Chain-of-Thought Sycophancy in Large Reasoning Models
LLM Reasoning2026

MONICA: Real-Time Monitoring and Calibration of Chain-of-Thought Sycophancy in Large Reasoning Models

Jingyu Hu, Shu Yang, Xilin Gong, Hongming Wang, Weiru Liu, Di Wang

ICML 2026 · International Conference on Machine Learning

Read paper
BibTeX
@article{hu2025monica,
  title={MONICA: Real-Time Monitoring and Calibration of Chain-of-Thought Sycophancy in Large Reasoning Models},
  author={Hu, Jingyu and Yang, Shu and Gong, Xilin and Wang, Hongming and Liu, Weiru and Wang, Di},
  journal={arXiv preprint arXiv:2511.06419},
  year={2025}
}
Visual abstract for BrainSegDMIF: A Dynamic Fusion-enhanced SAM for Brain Lesion Segmentation
Medical AI2025

BrainSegDMIF: A Dynamic Fusion-enhanced SAM for Brain Lesion Segmentation

Hongming Wang*, Yifeng Wu*, Huimin Huang, Hongtao Wu, Jiaxuan Jiang, Xiaodong Zhang, Hao Zheng, Yawen Huang, Xian Wu, Yefeng Zheng, Jinping Xu, Jing Cheng

* Equal contribution (co-first authors).

ACM MM 2025 · ACM International Conference on Multimedia

Read paper
BibTeX
@inproceedings{wang2025brainsegdmif,
  title={BrainSegDMIF: A Dynamic Fusion-enhanced SAM for Brain Lesion Segmentation},
  author={Wang, Hongming and Wu, Yifeng and Huang, Huimin and Wu, Hongtao and Jiang, Jiaxuan and Zhang, Xiaodong and Zheng, Hao and Huang, Yawen and Wu, Xian and Zheng, Yefeng and others},
  booktitle={Proceedings of the 33rd ACM International Conference on Multimedia},
  pages={1520--1529},
  year={2025},
  note={Hongming Wang and Yifeng Wu contributed equally}
}