Jie Tan

Work done while interning at Google DeepMind

Google DeepMind

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Multimodal Models (2)Robotics & Embodied AI (1)Eval Frameworks & Benchmarks (1)Reasoning & Chain-of-Thought (1)

Frequent co-authors

Jiaheng Hu (1)Mohit Shridhar (1)Caden Lu (1)Dhruv Shah (1)

Papers (2)

Jun 9, 2026

DeepMind2d ago

What Matters in Orchestrating Robot Policies: A Systematic Study of Hierarchical VLA Agents

Hierarchical VLA agents can outperform traditional flat control systems by leveraging unified design principles that enhance task performance across various complexities.

Jiaheng Hu, Mohit Shridhar, Caden Lu +4

Multimodal Models Robotics & Embodied AI

Apr 21, 2026

Institute for Genomic BiologyApr 21, 2026·also DeepMind, Department of Mechanical and Aerospace, Department of Mechanical Science and Engineering, HKUST +1

How Far Are Video Models from True Multimodal Reasoning?

Today's best video models achieve near-zero success rates on interactive video generation, revealing a stark gap in multimodal reasoning and physical grounding.

Xiaotian Zhang, Jianhui Wei, Jie Tan +7

Eval Frameworks & Benchmarks Multimodal Models Reasoning & Chain-of-Thought

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Jie Tan

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)