Jia Deng

Princeton University — United States

Engineering · Physical Sciences

8h-index3.1kcitations62works1.62yr avg
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Research Topics

Robotics and Sensor-Based Localization(8), Advanced Image and Video Retrieval Techniques(5), Advanced Neural Network Applications(4), Advanced Vision and Imaging(4), Spectroscopy and Chemometric Analyses(4)

Publications62 total

VLMs have Tunnel Vision: Evaluating Nonlocal Visual Reasoning in Leading VLMs
arXiv (Cornell University)·2025Open Access
Princeton365: A Diverse Dataset with Accurate Camera Pose
arXiv (Cornell University)·2025Open Access
AnyBody: A Benchmark Suite for Cross-Embodiment Manipulation
arXiv (Cornell University)·2025Open Access
Hyperspectral inversion of soil organic matter based on improved ensemble learning method
Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy·2025· 5 cited
Towards Foundation Models for 3D Vision: How Close are We?
2025
Improve the Hyperspectral Prediction of Soil Organic Matter Through Dynamic Weight Allocation and the Number of Optimal Model Integrations
SSRN Electronic Journal·2025Open Access
Research on Drilling Cooling Programs Based on Insulated Drill Pipes
Springer series in geomechanics and geoengineering·2025
Research and Application of Wireless Intelligent Vibration Acquisition System for Drilling Key Equipment
Springer series in geomechanics and geoengineering·2025
A Novel Transfer Learning Strategy Using Soil Spectral Library with Cnn-Transformer Model
SSRN Electronic Journal·2025Open Access
Research on Fault Analysis and Intelligent Diagnosis of Drilling Pump
Springer series in geomechanics and geoengineering·2025
A novel hyperspectral soil transfer strategy for global thinking
SSRN Electronic Journal·2025Open Access
Hyperspectral Inversion of Soil Organic Matter Based on Improved Ensemble Learning Method
SSRN Electronic Journal·2025Open Access
Research on Fault Analysis and Intelligent Diagnosis of Drilling Rig Winch
Springer series in geomechanics and geoengineering·2025
Heterogeneous effects of environmental regulations on green technology innovation: measurement by using patents and evidence from China’s prefecture-level cities
Scientometrics·2024· 5 cited
Deep Patch Visual SLAM
Lecture notes in computer science·2024· 30 cited
Neuron-based Personality Trait Induction in Large Language Models
arXiv (Cornell University)·2024Open Access
Towards Foundation Models for 3D Vision: How Close Are We?
arXiv (Cornell University)·2024Open Access
Deep Patch Visual SLAM
arXiv (Cornell University)·2024Open Access
SARLMN: 3D reconstruction for urban buildings from a single SAR image based on latent matching
2024
FetchBench: A Simulation Benchmark for Robot Fetching
arXiv (Cornell University)·2024Open Access
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Frequent Co-authors

Yaquan Han(6), Zachary Teed(5), Lahav Lipson(5), Chuxin Wang(5), Yiming Zuo(4), Qian Ma(4), Junjie Liu(4), Bifeng Hu(4), Li Fei-Fei(3), Runzhi Jiao(3), Yongsheng Hong(3), Songchao Chen(3), Zhou Shi(3), peng jie(3), Ankit Goyal(3), Karhan Kayan(3), Kaiyu Yang(2), Danqi Chen(2), Baohua Jia(2), Haifeng Huang(2)