Publications / 7

Knowledge should
stay in motion.

Papers are snapshots of an evolving program: understand interaction, build open systems, and move intelligence toward richer worlds.

2024
Agent Societies

OASIS: Open Agent Social Interaction Simulations with One Million Agents

Ziyi Yang*, Zaibin Zhang*, Zirui Zheng, Yuxian Jiang, Ziyue Gan, Zhiyu Wang, et al.

5,000+ GitHub Stars
Technical Report
2024
Agent Societies

PsySafe: A Comprehensive Framework for Psychological-based Attack, Defense, and Evaluation of Multi-agent System Safety

Zaibin Zhang*, Yongting Zhang*, Lijun Li, Hongzhi Gao, Lijun Wang, Huchuan Lu, Feng Zhao, Yu Qiao, Jing Shao

Outstanding Paper Award
Annual Meeting of the Association for Computational Linguistics
2026
Spatial Intelligence

Think3D: Thinking with Space for Spatial Reasoning

Zaibin Zhang*, Yuhan Wu*, Lianjie Jia*, Yifan Wang, Zhongbo Zhang, Yijiang Li, Binghao Ran, Fuxi Zhang, Zhuohan Sun, Zhenfei Yin, Lijun Wang, Huchuan Lu

200+ GitHub Stars
Technical Report
2026
Embodied Policy

MA-VLA: Multi-Arm Vision-Language-Action Model for Collaboration and Compositional Generalization

Zaibin Zhang*, Junlan Xiao*, Zhongbo Zhang*, Yifan Wang, Li Kang, Yiran Qin, Changxing Xia, Heng Zhou, Talas Fu, Enshen Zhou, Ruimao Zhang, Zhenfei Yin, Huchuan Lu, Lijun Wang

ECCV 2026
European Conference on Computer Vision
2026
Embodied Policy

Attention-DP3: Spatially Object-aware 3D Diffusion Policy via Geometry-aligned Attentional Conditioning

Changbo Yan*, Zhongbo Zhang*, Zaibin Zhang*, Yifan Wang, Lijun Wang, Huchuan Lu

ECCV 2026
European Conference on Computer Vision
2026
Self-Evolution

CoMAS: Co-Evolving Multi-Agent Systems via Interaction Rewards

Xiangyuan Xue, Yifan Zhou, Guibin Zhang, Zaibin Zhang, Yijiang Li, Chen Zhang, Zhenfei Yin, Philip Torr, Wanli Ouyang, Lei Bai

ICLR 2026
International Conference on Learning Representations
2026
Digital Agents

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey

Guibin Zhang, Hejia Geng, Xiaohang Yu, Zhenfei Yin, Zaibin Zhang, et al.

TMLR 2026
Transactions on Machine Learning Research

* Equal contribution. This page highlights selected work; visit the founder’s academic profile for the complete publication record.