Chenhao Zhang | Huazhong University of Science & Technology (HUST)

About Me

Hi there! I am an undergraduate student from Huazhong University of Science and Technology(HUST), class of 2023. I am currently pursuing a degree in Computer Science with a background in Management & Medicine (1st year-2022).
Currently, I am interning on-site at Shanghai AI Lab. Previously, I was fortunate to be interning at the CAS-SIAT Lab with Prof. Min Yang.
⭐I’m looking for some long-term research internships and summer research opportunities. Please feel free to contact me!

💬Research Interests

Emotional Intelligence: Mental health AI (Emotional support conversation/Agent), Society Agent (Multi-Agent/Theory of Mind)
Cognitive Intelligence: Vision & Language, MLLM General ability (Reasoning/Understanding)
Synthetic data: Generation (Self-play/Reconstruction)

🔥News

[Oct. 2024] We preprint CII-Bench on arXiv, check it out!
[Sep. 2024] Our paper II-Bench has been accepted to NeurIPS 2024 Poster, check it out!
[Aug. 2024] I'm honored to be invited to be a reviewer of ICLR 2025!
[Aug. 2024] I will attend ACL 2024 @Bangkok (my first time), please feel free to connect with me!
[Jul. 2024] We have a short talk about CPsyCoun at AI TIME, check it out!
[Jun. 2024] We preprint II-Bench on arXiv, check it out!
[Jun. 2024] We have a long talk about CPsyCoun in Shanghai AI Lab, check it out!
[May. 2024] Our paper CPsyCoun has been accepted to ACL 2024 Findings, check it out!
[Apr. 2024] Mini-Sora has owned 1K+ Stars (my first time)!
[Mar. 2024] EmoLLM, the project I co-lead, won the Innovation and Creativity Award in the 2024 Puyuan Large Language Model Series Challenge Competition (Spring) held by the Shanghai AI Lab!
[Mar. 2024] Mini-Sora, the project I co-initiate, has owned 900+ Stars and has been posted on GitHub Trendings for two days continuously!
[Mar. 2024] We preprint GraphInstruct on arXiv, check it out!

📝Publications & Preprints

arxiv

Can MLLMs Understand the Deep Implication Behind Chinese Images?

Chenhao Zhang, Xi Feng, Yuelin Bai, Xinrun Du, Jinchang Hou, Kaixin Deng, Guangzeng Han, Qinrui Li, Bingli Wang, Jiaheng Liu, Xingwei Qu, Yifei Zhang, Qixuan Zhao, Yiming Liang, Ziqiang Liu, Feiteng Fang, Min Yang, Wenhao Huang, Chenghua Lin, Ge Zhang†, Shiwen Ni†

PDF Code Project Page Under Review

NeurIPS

II-Bench: An Image Implication Understanding Benchmark for Multimodal Large Language Models

Ziqiang Liu* Feiteng Fang*, Xi Feng*, Xinrun Du*, Chenhao Zhang*, Zekun Wang, Yuelin Bai, Qixuan Zhao, Liyang Fan, Chengguang Gan, Hongquan Lin, Jiaming Li, Yuansheng Ni, Haihong Wu, Yaswanth Narsupalli, Zhigang Zheng, Chengming Li, Xiping Hu, Ruifeng Xu, Xiaojun Chen, Min Yang, Jiaheng Liu, Ruibo Liu, Wenhao Huang, Ge Zhang†, Shiwen Ni†

The Annual Conference on Neural Information Processing Systems (NeurIPS), 2024.

PDF Code Project Page

ACL

CPsyCoun: A Report-based Multi-turn Dialogue Reconstruction and Evaluation Framework for Chinese Psychological Counseling

Chenhao Zhang, Renhao Li, Minghuan Tan†, Min Yang†, Jingwei Zhu, Di Yang, Jiahao Zhao, Guancheng Ye, Chengming Li, Xiping Hu

The Annual Meeting of the Association for Computational Linguistics (ACL), 2024.

PDF Code

arxiv

CPsyExam: A Chinese Benchmark for Evaluating Psychology using Examinations

Jiahao Zhao, Jingwei Zhu, Minghuan Tan†, Min Yang†, Di Yang, Chenhao Zhang, Guancheng Ye, Chengming Li, Xiping Hu

PDF Code

arxiv

GraphInstruct: Empowering Large Language Models with Graph Understanding and Reasoning Capability

Zihan Luo, Xiran Song, Hong Huang†, Jianxun Lian, Chenhao Zhang, Jinqi Jiang, Xing Xie, Hai Jin

PDF Code

⚔️Projects

Co-leader of EmoLLM , a project about large language model(LLM) and mental health.
Co-initiator of Mini-Sora , a community aims to explore the implementation path and future development direction of Sora.
Contributor of Awesome LLM Strawberry , a collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 and reasoning techniques.
Contributor of Awesome RLHF , a collection of research papers for Reinforcement Learning with Human Feedback (RLHF).
Contributor of InternLM Camp , an open-source course about large language model(LLM) for developers.
Contributor of Lagent , a lightweight framework for building LLM-based agents.
Contributor of OpenMMLab-mmagic , an open-source toolbox about image and video editing&generating based on PyTorch.

🏆Awards

2024 Shanghai AI Lab Puyuan Large Language Model Series Challenge Competition(Spring) —— Innovation and Creativity Award
2023 iFLYTEK AI DEVELOPER COMPETITION《Text Categorization and Keyword Extraction Challenge Based on Dissertation Abstracts》 —— Rank 2nd
2023 ZhenFund & SegmentFault & Monica HACKATHON —— Best Creativity Award
2023 Founder Park & Zilliz & ZhipuAI Global HACKATHON —— Global Rank 6th (Innovation Development Track)

💡Talks

🎓Services

Community

Shanghai AI Lab & InternLM Camp Teaching Assistant(TA)

OpenMMLab MMagic-SIG

DataWhale Member

AI TIME Member

Conference Reviewers

The International Conference on Learning Representations (ICLR) 2025

The Annual Meeting of the Association for Computational Linguistics (ACL) 2024