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Home/Authors/Jiangmiao Pang

Jiangmiao Pang

6 indexed papers

Recent (6 mo)
6
With code
0
Influential cites
0
Benchmarked
0

Publications per year

6
26

Top categories

Robotics×3Vision×3

Frequent co-authors

Tai Wang4×
Chenming Zhu3×
Jingli Lin3×
Yilin Long3×
Peizhou Cao3×
Xihui Liu3×

Research Timeline

2026
Thinking with Imagination: Agentic Visual Spatial Reasoning with World Simulators

The paper proposes Astra, an agentic framework that equips Vision-Language Models (VLMs) with the ability to perform spatial reasoning by actively generating and utilizing imagined visual evidence from a world simulator.

Thinking with Imagination: Agentic Visual Spatial Reasoning with World Simulators

The paper proposes Astra, an agentic framework that equips Vision-Language Models (VLMs) with the ability to perform spatial reasoning by actively generating and utilizing imagined visual evidence from a world simulator.

Thinking with Imagination: Agentic Visual Spatial Reasoning with World Simulators

The paper proposes Astra, an agentic framework that equips Vision-Language Models (VLMs) with the ability to perform spatial reasoning by actively generating and utilizing imagined visual evidence from a world simulator.

EBench: Elemental Diagnosis of Generalist Mobile Manipulation Policies

The paper presents EBench, a simulation benchmark for diagnosing generalist mobile manipulation policies.

MemoryWAM: Efficient World Action Modeling with Persistent Memory

The paper introduces MemoryWAM, a world action model with efficient persistent memory for robotic manipulation tasks.

KAI: A Kinematic-Aware Interface for Data-Efficient Articulated Object Manipulation

This paper introduces the Kinematic-Aware Articulation Interface (KAI), a representation that captures the kinematic structure of articulated objects, improving sample efficiency and generalization in robot manipulation.

Highlighted terms show continued research focus across papers

Papers

cs.ROEmpiricalRecentJul 27, 2026

KAI: A Kinematic-Aware Interface for Data-Efficient Articulated Object Manipulation

Yaping Li, Zhaxizhuoma, Qiaojun Yu, Jia Zeng +2 more

This paper introduces the Kinematic-Aware Articulation Interface (KAI), a representation that captures the kinematic structure of articulated objects, improving sample efficiency and generalization in…

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cs.ROEmpiricalRecent
Jun 18, 2026

MemoryWAM: Efficient World Action Modeling with Persistent Memory

Sizhe Yang, Juncheng Mu, Tianming Wei, Chenhao Lu +7 more

The paper introduces MemoryWAM, a world action model with efficient persistent memory for robotic manipulation tasks.

View →
cs.ROEmpiricalRecentJun 16, 2026

EBench: Elemental Diagnosis of Generalist Mobile Manipulation Policies

Ning Gao, Jinliang Zheng, Xing Gao, Haoxiang Ma +21 more

The paper presents EBench, a simulation benchmark for diagnosing generalist mobile manipulation policies.

View →
cs.CVRecentJun 4, 2026

Thinking with Imagination: Agentic Visual Spatial Reasoning with World Simulators

Chenming Zhu, Jingli Lin, Yilin Long, Peizhou Cao +3 more

The paper proposes Astra, an agentic framework that equips Vision-Language Models (VLMs) with the ability to perform spatial reasoning by actively generating and utilizing imagined visual evidence fro…

View →
cs.CVRecentJun 4, 2026

Thinking with Imagination: Agentic Visual Spatial Reasoning with World Simulators

Chenming Zhu, Jingli Lin, Yilin Long, Peizhou Cao +3 more

The paper proposes Astra, an agentic framework that equips Vision-Language Models (VLMs) with the ability to perform spatial reasoning by actively generating and utilizing imagined visual evidence fro…

View →
cs.CVRecentJun 4, 2026

Thinking with Imagination: Agentic Visual Spatial Reasoning with World Simulators

Chenming Zhu, Jingli Lin, Yilin Long, Peizhou Cao +3 more

The paper proposes Astra, an agentic framework that equips Vision-Language Models (VLMs) with the ability to perform spatial reasoning by actively generating and utilizing imagined visual evidence fro…

View →