Dongchen Han
10 papers · 2022–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (12) π§ Keyword Pioneer π Conference Polyglot (4) πΊοΈ Taxonomy Completionist (20) π Interdisciplinary Bridge
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Renaissance Researcher
(6)
π€
Dynamic Duo
(10)
π
Century Club
(10)
β‘
Prolific Year
(5)
Conferences
NIPS (3)
CVPR (2)
ECCV (2)
ICCV (2)
AAAI (1)
Top co-authors
Research topics
Keywords
vision transformer
(4)
linear attention
(3)
neural network optimization
(2)
visual grounding
(2)
object detection
(1)
attention mechanism
(1)
weakly supervised learning
(1)
multimodal learning
(1)
semantic alignment
(1)
computational complexity
(1)
theoretical analysis
(1)
knowledge graph
(1)
state space model
(1)
vision-language model
(1)
multimodal large language model
(1)
dynamic inference
(1)
softmax attention
(1)
zero-shot segmentation
(1)
cross-modality attention
(1)
block circulant matrix
(1)
Papers
Vision Transformers Are Circulant Attention Learners
AAAI 2026
Bridging the Divide: Reconsidering Softmax and Linear Attention
NIPS 2024
Demystify Mamba in Vision: A Linear Attention Perspective
NIPS 2024
GSVA: Generalized Segmentation via Multimodal Large Language Models
CVPR 2024
Efficient Diffusion Transformer with Step-wise Dynamic Attention Mediators
ECCV 2024
Agent Attention: On the Integration of Softmax and Linear Attention
ECCV 2024
FLatten Transformer: Vision Transformer using Focused Linear Attention
ICCV 2023
Dynamic Perceiver for Efficient Visual Recognition
ICCV 2023
Pseudo-Q: Generating Pseudo Language Queries for Visual Grounding
CVPR 2022
Contrastive Language-Image Pre-Training with Knowledge Graphs
NIPS 2022