Junbo Zhao (Jake)
Motto: 日拱一卒(Advance a little every day like a pawn in chess)
Assistant Professor, Zhejiang University
Director, Ant Group
Bio (2026.7 Version)
Junbo Zhao is an Assistant Professor at Zhejiang University (100-Young Professor Program) and a Director at Ant Group.
Current Focus (2025+): He focuses on three pivotal frontiers:
Scaling of World models/Embodied AI: How can the physical world data, simulation data and human-centric data combined altogether to scale (just like the way of LLM’s pretraining), and can further be deployed in policies. WE DO NET YET HAVE A SCALING LAW here… stay tuned.
Next-Gen Scaling (dLLMs): Spearheading LLaDA 2.X series (Including LLaDA 2.2, Unified model, 2.1 and 2.0), a diffusion language model family that matches AR performance with 5x inference speed minimal improvement by far; and LLaDA 2.0-Uni, a unified multimodal dLLM-MoE integrating understanding and generation, producing interleaving form of output natively.
The “Second Half” of Data: Moving from quantity to density. He explores high-leverage data strategies (synthesis, distillation, and evaluation benchmarks like HeartBench) to unlock efficiency.
Background: In 2024, he led the TableGPT project (TableGPT2 & R1), achieving over 200k downloads and widespread industry adoption in finance and manufacturing. He earned his Ph.D. from NYU under Turing Award laureate Yann LeCun. Previously, he contributed to foundational frameworks (PyTorch, FAISS) at Meta FAIR and developed the first end-to-end self-driving system at NVIDIA (showcased at GTC).
Impact: His work has garnered near 30,000 citations (as of July 2026). He is a recipient of the Zhejiang Province Science and Technology Progress First Prize (2024 & 2023), the QbitAI 2025 AI Person of the Year, the WAIC Yunfan Award, and was featured on the cover of Forbes 30-under-30.
news
| Jul 27, 2026 | LLaDA 2.2, the first Agentic Diffusion Language Model released and opened. |
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| Apr 26, 2026 | LLaDA 2.0-Uni (unified multimodal dLLM-MoE) released and opened. |
| Feb 09, 2026 | LLaDA 2.1 fully released and opened. |
| Jan 26, 2026 | Four papers accepted at ICLR 2026. |
| Dec 23, 2025 | TableGPT-R1 fully released and opened. |
selected stuff
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LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language ModelarXiv preprint arXiv:2604.20796, 2026 -
LLaDA2. 1: Speeding Up Text Diffusion via Token EditingarXiv preprint arXiv:2602.08676, 2026 -
LLaDA2. 0: Scaling Up Diffusion Language Models to 100BarXiv preprint arXiv:2512.15745, 2025 -
HeartBench: Probing Core Dimensions of Anthropomorphic Intelligence in LLMsarXiv preprint arXiv:2512.21849, 2025 -
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Every step evolves: Scaling reinforcement learning for trillion-scale thinking modelarXiv preprint arXiv:2510.18855, 2025 -
Tablegpt2: A large multimodal model with tabular data integrationarXiv preprint arXiv:2411.02059, 2024 -
Identification of potent antimicrobial peptides via a machine-learning pipeline that mines the entire space of peptide sequencesNature Biomedical Engineering, 2023