Cheng Chi

Orcid: 0000-0003-0319-0228

Affiliations:
  • Stanford University, CA, USA
  • Columbia University, Department of Computer Science, New York, NY, USA (PhD 2024)
  • University of Michigan, Ann Arbor, MI, USA (2016-2021)


According to our database1, Cheng Chi authored at least 43 papers between 2019 and 2026.

Collaborative distances:

Timeline

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Bibliography

2026
PRM-as-a-Judge: A Dense Evaluation Paradigm for Fine-Grained Robotic Auditing.
CoRR, March, 2026

VAMPO: Policy Optimization for Improving Visual Dynamics in Video Action Models.
CoRR, March, 2026

SaPaVe: Towards Active Perception and Manipulation in Vision-Language-Action Models for Robotics.
CoRR, March, 2026

Reshaping Action Error Distributions for Reliable Vision-Language-Action Models.
CoRR, February, 2026

Latent Reasoning VLA: Latent Thinking and Prediction for Vision-Language-Action Models.
CoRR, February, 2026

RoboBrain 2.5: Depth in Sight, Time in Mind.
CoRR, January, 2026

Action-Sketcher: From Reasoning to Action via Visual Sketches for Long-Horizon Robotic Manipulation.
CoRR, January, 2026

2025
Robo-Dopamine: General Process Reward Modeling for High-Precision Robotic Manipulation.
CoRR, December, 2025

Do You Have Freestyle? Expressive Humanoid Locomotion via Audio Control.
CoRR, December, 2025

RoboMirror: Understand Before You Imitate for Video to Humanoid Locomotion.
CoRR, December, 2025

Embodied Robot Manipulation in the Era of Foundation Models: Planning and Learning Perspectives.
CoRR, December, 2025

RoboTracer: Mastering Spatial Trace with Reasoning in Vision-Language Models for Robotics.
CoRR, December, 2025

Towards Cross-View Point Correspondence in Vision-Language Models.
CoRR, December, 2025

RoboCOIN: An Open-Sourced Bimanual Robotic Data COllection for INtegrated Manipulation.
CoRR, November, 2025

PIGEON: VLM-Driven Object Navigation via Points of Interest Selection.
CoRR, November, 2025

RoboOS-NeXT: A Unified Memory-based Framework for Lifelong, Scalable, and Robust Multi-Robot Collaboration.
CoRR, October, 2025

From Language to Locomotion: Retargeting-free Humanoid Control via Motion Latent Guidance.
CoRR, October, 2025

Towards a Unified Understanding of Robot Manipulation: A Comprehensive Survey.
CoRR, October, 2025

TIGeR: Tool-Integrated Geometric Reasoning in Vision-Language Models for Robotics.
CoRR, October, 2025

VCoT-Grasp: Grasp Foundation Models with Visual Chain-of-Thought Reasoning for Language-driven Grasp Generation.
CoRR, October, 2025

MathSticks: A Benchmark for Visual Symbolic Compositional Reasoning with Matchstick Puzzles.
CoRR, October, 2025

RoboBrain 2.0 Technical Report.
CoRR, July, 2025

RoboRefer: Towards Spatial Referring with Reasoning in Vision-Language Models for Robotics.
CoRR, June, 2025

Diffusion policy: Visuomotor policy learning via action diffusion.
Int. J. Robotics Res., 2025

Adaptive Compliance Policy: Learning Approximate Compliance for Diffusion Guided Control.
Proceedings of the IEEE International Conference on Robotics and Automation, 2025

Code-as-Monitor: Constraint-aware Visual Programming for Reactive and Proactive Robotic Failure Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024
Vision-based Manipulation In-the-Wild
PhD thesis, 2024

DROID: A Large-Scale In-The-Wild Robot Manipulation Dataset.
CoRR, 2024

PaperBot: Learning to Design Real-World Tools Using Paper.
CoRR, 2024

DROID: A Large-Scale In-The-Wild Robot Manipulation Dataset.
Proceedings of the Robotics: Science and Systems XX, 2024

Universal Manipulation Interface: In-The-Wild Robot Teaching Without In-The-Wild Robots.
Proceedings of the Robotics: Science and Systems XX, 2024

Open X-Embodiment: Robotic Learning Datasets and RT-X Models : Open X-Embodiment Collaboration.
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Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Flow as the Cross-domain Manipulation Interface.
Proceedings of the Conference on Robot Learning, 6-9 November 2024, Munich, Germany., 2024

ManiWAV: Learning Robot Manipulation from In-the-Wild Audio-Visual Data.
Proceedings of the Conference on Robot Learning, 6-9 November 2024, Munich, Germany., 2024

2023
Open X-Embodiment: Robotic Learning Datasets and RT-X Models.
CoRR, 2023

RoboNinja: Learning an Adaptive Cutting Policy for Multi-Material Objects.
Proceedings of the Robotics: Science and Systems XIX, Daegu, 2023

Diffusion Policy: Visuomotor Policy Learning via Action Diffusion.
Proceedings of the Robotics: Science and Systems XIX, Daegu, 2023

Cloth Funnels: Canonicalized-Alignment for Multi-Purpose Garment Manipulation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

XSkill: Cross Embodiment Skill Discovery.
Proceedings of the Conference on Robot Learning, 2023

2022
DextAIRity: Deformable Manipulation Can be a Breeze.
Proceedings of the Robotics: Science and Systems XVIII, New York City, NY, USA, June 27, 2022

Iterative Residual Policy for Goal-Conditioned Dynamic Manipulation of Deformable Objects.
Proceedings of the Robotics: Science and Systems XVIII, New York City, NY, USA, June 27, 2022

2021
GarmentNets: Category-Level Pose Estimation for Garments via Canonical Space Shape Completion.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2019
Occlusion-robust Deformable Object Tracking without Physics Simulation.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019


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