Dongmei Jiang
21 papers · 2023–2026 · 8 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (52) π Grand Slam
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Keyword Pioneer
ποΈ
Keyword Collector
(122)
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Century Club Β· Bronze
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Prolific Year Β· Prolific
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Research topics
Deep Learning
(17)
Artificial Intelligence
(11)
Machine Learning
(11)
Core AI
(11)
Architectures
(9)
Learning Types Β· Deep Learning
(9)
Computer Vision
(7)
Core Methods
(7)
Analysis
(5)
Learning Types Β· Machine Learning
(5)
Models
(3)
Robotics
(2)
Application Areas
(2)
Capabilities
(2)
Optimization & Theory
(2)
Keywords
multimodal large language model
(3)
transformer architecture
(2)
vision-language model
(2)
visual place recognition
(2)
cross-modal alignment
(2)
large language model
(2)
multimodal learning
(2)
agent system
(2)
representation learning
(2)
object detection
(2)
multi-task learning
(2)
image generation
(1)
contrastive learning
(1)
robotic manipulation
(1)
action recognition
(1)
image classification
(1)
vision transformer
(1)
metric learning
(1)
image retrieval
(1)
hierarchical planning
(1)
Papers
Bolster Hallucination Detection via Prompt-Guided Data Augmentation
AAAI 2026
Compositional Transformation Reasoning for Composed Video Retrieval
CVPR 2026
DuetMerging: Synergizing Dynamic and Static Strategies for Mitigating Task Interference in Model Merging
CVPR 2026
EnergyAction: Unimanual to Bimanual Composition with Energy-Based Models
CVPR 2026
Global Prior Meets Local Consistency: Dual-Memory Augmented Vision-Language-Action Model for Efficient Robotic Manipulation
CVPR 2026
Reusable Experiences: Latent Routing and Modular Composition in LLMs
ACL 2026
AlignMamba: Enhancing Multimodal Mamba with Local and Global Cross-modal Alignment
CVPR 2025
CatVTON: Concatenation Is All You Need for Virtual Try-On with Diffusion Models
ICLR 2025
EMMA: Empowering Multi-modal Mamba with Structural and Hierarchical Alignment
ICLR 2025
Learning Compatible Multi-Prize Subnetworks for Asymmetric Retrieval
CVPR 2025
Open-Det: An Efficient Learning Framework for Open-Ended Detection
ICML 2025
Optimus-2: Multimodal Minecraft Agent with Goal-Observation-Action Conditioned Policy
CVPR 2025
PolaFormer: Polarity-aware Linear Attention for Vision Transformers
ICLR 2025
Sound Bridge: Associating Egocentric and Exocentric Videos via Audio Cues
CVPR 2025
Transferable Adversarial Face Attack with Text Controlled Attribute
AAAI 2025
Unsupervised Degradation Representation Aware Transform for Real-World Blind Image Super-Resolution
AAAI 2025
CricaVPR: Cross-image Correlation-aware Representation Learning for Visual Place Recognition
CVPR 2024
Deep Homography Estimation for Visual Place Recognition
AAAI 2024
MLP-DINO: Category Modeling and Query Graphing with Deep MLP for Object Detection
IJCAI 2024
Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks
NeurIPS 2024
Strip-MLP: Efficient Token Interaction for Vision MLP
ICCV 2023