📝 Publications

* denotes equal contribution.

🤖 LLM Agents & Code Intelligence

• DeNovoSWE: Scaling Long-Horizon Environments for Generating Entire Repositories from Scratch. Jiale Zhao*, Guoxin Chen*, Fanzhe Meng, …, Kai Jia.
• Immersion in the GitHub Universe: Scaling Coding Agents to Mastery. Jiale Zhao*, Guoxin Chen*, Fanzhe Meng*, …, Kai Jia.
• BeyondSWE: Can Current Code Agent Survive Beyond Single-Repo Bug Fixing?. Guoxin Chen*, Fanzhe Meng*, Jiale Zhao*, …, Kai Jia.

🧬 AI for Science

• Nature Machine Intelligence (IF = 18.1) pUniFind: Unified large pretrained deep learning model pushing the limit of mass spectra interpretation. Jiale Zhao, …, Hao Chi.
• XDXD: End-to-end crystal structure determination with low resolution X-ray diffraction. Jiale Zhao, et al.
• ICML 2024 Pre-Training Protein Bi-level Representation Through Span Mask Strategy On 3D Protein Chains. Jiale Zhao, …, Shuqi Lu.

🔬 Physics

• IEEE Photonics Journal Multidimensional Information Assisted Deep Learning Realizing Flexible Recognition of Vortex Beam Modes. Jiale Zhao, …, Zijing Zhang.