Here is Jiale Zhao (赵家乐).

I am a Ph.D. student at the Institute of Computing Technology, University of Chinese Academy of Sciences, where I joined the Ph.D. program in 2022. Before that, I received my B.S. in Physics from Harbin Institute of Technology in 2022.

My research sits at the intersection of large language models and AI for Science. Concretely, I work on:

• Agent: Code Agent.
• AI for Science: proteomics / physics.

🔥 News

• 2026.01: 📝 pUniFind — a unified large pretrained deep learning model that pushes the limit of mass spectra interpretation — is published in Nature Machine Intelligence.
• 2024.05: 🎉 Vabs-Net — “Pre-Training Protein Bi-level Representation Through Span Mask Strategy On 3D Protein Chains” — accepted to ICML 2024.

📝 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.

📖 Education

• 2022.09 - present, Ph.D. student, Institute of Computing Technology, University of Chinese Academy of Sciences, Beijing, China.
• 2018.09 - 2022.06, B.S. in Physics, Harbin Institute of Technology, Harbin, China.

💻 Experience

• 2026.6 - present: Research Intern at Seed-LLM, ByteDance — Code Agent.

• 2025.10 - 2026.6: Research Intern at BandAI, ByteDance — Code Agent.

• 2025.07 - 2025.10: Research Intern at Seed AI Search, ByteDance — AI search.

• 2024.08 - 2025.07: Research Intern at Seed AI for Science, ByteDance — Crystal structure generation.

• 2023.03 - 2024.02: Research Intern at DP Technology — Protein structure pre-training.

• 2022.12 - 2023.03: Research Intern at Deep Mirror — 3D depth estimation.

• 2020.02 - 2020.10: Summer Research Intern at National University of Singapore - Theoretical condensed-matter physics. Mentored by Jiansheng Wang

🏆 Selected Awards

• DataFountain Few-Shot Classification Challenge — 6/468 (A board), 5/108 (B board).
• Alibaba Cloud Tianchi Heartbeat-Signal Detection Competition — 8th place.
• First Prize, Chinese Physics Olympiad (High School).

🛠️ Skills

• Programming: Python, C / C++, MATLAB, Mathematica, LaTeX.
• English: IELTS — Listening 7.5, Reading 8.5, Writing 6.5, Speaking 6.