I am currently a Ph.D. student at UMass Amherst advised by Prof. Chuang Gan. Before that, I am obtained my master degree at Tsinghua NLP advised by Prof. Yang Liu and my bachelor degree at CST@THU.
My research focuses on the alignment and cooperation of AI agents with both humans and other agents, as well as AI’s decision-making capabilities. It covers areas such as embodied AI simulation, multi-agent/model cooperation, LLM alignment, and LLM knowledge distillation. My goal is to enable AI systems to align with human values in the physical world, facilitating better collaboration between humans and AI, as well as cooperation among AI agents.
🔥 News
- Feb 2025: I will give a talk on my recent project Virtual Community at NYC Vision Day 2025.
- Jun 2024: I will give a talk on embodied decision-making in dynamically changing environments at zhidx.
- Jun 2024: I will join the panel discussion at The Fifth Embodied AI Workshop at CVPR 2024.
- May 2024: I will be presenting SALMON and HAZARD at ICLR 2024.
- Jul 2023: I will deliver an oral presentation on DBKD-PLM at ACL 2023.
- Jun 2023: Our team organized the second MVCS workshop at CVPR 2023.
- Jun 2023: I graduated from Tsinghua University again! It was a wonderful journey with the THU-NLP group.
- Oct 2022: Our team organized the first MVCS workshop at ECCV 2022, where I hosted the event.
📝 Recent Publications
Building Cooperative Embodied Agents Modularly with Large Language Models
Hongxin Zhang, Weihua Du, Jiaming Shan, Qinhong Zhou, Yilun Du, Joshua B. Tenenbaum, Tianmin
Qinhong Zhou*, Sunli Chen*, Yisong Wang, Haozhe Xu, Weihua Du, Hongxin Zhang, Yilun Du, Joshua B. Tenenbaum, Chuang Gan
SALMON: Self-Alignment with Principle-Following Reward Models
Zhiqing Sun, Yikang Shen, Hongxin Zhang, Qinhong Zhou, Zhenfang Chen, David Cox, Yiming Yang, Chuang Gan
Visual Chain-of-Thought Prompting for Knowledge-based Visual Reasoning
Zhenfang Chen*, Qinhong Zhou*, Yikang Shen, Yining Hong, Zhiqing Sun, Dan Gutfreund, Chuang Gan
Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision
Zhiqing Sun, Yikang Shen, Qinhong Zhou, Hongxin Zhang, Zhenfang Chen, David Cox, Yiming Yang, Chuang Gan
Qinhong Zhou, Zonghan Yang, Peng Li, Yang Liu
Service
- Organizer of the MVCS workshop (ECCV 2022, CVPR 2023)
- Reviewer of ICLR, CVPR, AAAI, ICML, IJCV, IEEE TIP, AACL, and IEEE Trans Multimedia.
Experience
- Mar 2024 - Jul 2024: Research intern at PKU-Agibot Lab.
- Sep 2023 - Mar 2024: Research intern at ModelBest Inc.
- Feb 2023 - Jun 2023: Research intern at Baidu Vision Group.