Hanming Deng

Computer Science · Physical Sciences

10h-index651citations24works1.12yr avg
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Research Topics

Advanced Neural Network Applications(8), Multimodal Machine Learning Applications(6), Advanced Vision and Imaging(5), Generative Adversarial Networks and Image Synthesis(5), Robotics and Sensor-Based Localization(3)

Publications24 total

I2E: From Image Pixels to Actionable Interactive Environments for Text-Guided Image Editing
ArXiv.org·2026Open Access
I2E: From Image Pixels to Actionable Interactive Environments for Text-Guided Image Editing
arXiv (Cornell University)·2026Open Access
SenseNova-MARS: Empowering Multimodal Agentic Reasoning and Search via Reinforcement Learning
ArXiv.org·2025Open Access
SenseNova-MARS: Empowering Multimodal Agentic Reasoning and Search via Reinforcement Learning
arXiv (Cornell University)·2025Open Access
DriveMLM: aligning multi-modal large language models with behavioral planning states for autonomous driving
Visual Intelligence·2025Open Access
Scaling Spatial Intelligence with Multimodal Foundation Models
arXiv (Cornell University)·2025Open Access
InteractiveOmni: A Unified Omni-modal Model for Audio-Visual Multi-turn Dialogue
arXiv (Cornell University)·2025Open Access
NaViL: Rethinking Scaling Properties of Native Multimodal Large Language Models under Data Constraints
arXiv (Cornell University)·2025Open Access
3D Data Augmentation for Driving Scenes on Camera
Lecture notes in computer science·2024· 5 cited
M2DA: Multi-Modal Fusion Transformer Incorporating Driver Attention for Autonomous Driving
arXiv (Cornell University)·2024· 6 citedOpen Access
DriveMLM: Aligning Multi-Modal Large Language Models with Behavioral Planning States for Autonomous Driving
arXiv (Cornell University)·2023· 21 citedOpen Access
Delving Into the Devils of Bird’s-Eye-View Perception: A Review, Evaluation and Recipe
IEEE Transactions on Pattern Analysis and Machine Intelligence·2023· 111 citedOpen Access
Scene as Occupancy
2023· 83 cited
Scene as Occupancy
arXiv (Cornell University)·2023· 1 citedOpen Access
Distilling Focal Knowledge from Imperfect Expert for 3D Object Detection
2023· 14 cited
3D Data Augmentation for Driving Scenes on Camera
arXiv (Cornell University)·2023· 2 citedOpen Access
Delving into the Devils of Bird's-eye-view Perception: A Review, Evaluation and Recipe
arXiv (Cornell University)·2022· 10 citedOpen Access
Self-Supervised Vessel Segmentation via Adversarial Learning
2021 IEEE/CVF International Conference on Computer Vision (ICCV)·2021· 67 cited
FuseFormer: Fusing Fine-Grained Information in Transformers for Video Inpainting
2021 IEEE/CVF International Conference on Computer Vision (ICCV)·2021· 149 cited
FuseFormer: Fusing Fine-Grained Information in Transformers for Video Inpainting
arXiv (Cornell University)·2021· 7 citedOpen Access
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Frequent Co-authors

Lewei Lu(12), Jifeng Dai(7), Jiangwei Xie(5), Dahua Lin(5), Wenwen Tong(5), Hongsheng Li(4), Chonghao Sima(4), Silei Wu(4), Rui Liu(3), Yangyi Huang(3), Xiaoyu Shi(3), Wenxiu Sun(3), Xiaogang Wang(3), Hua Yang(3), Zhengui Xue(3), Ruhui Ma(3), Haibing Guan(3), Hongyang Li(3), Wenhai Wang(3), Zhiqi Li(3)