Shikun Liu
15 papers · 2019–2026 · 6 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 Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (34)
π§¬
Topic Evolution
ποΈ
Keyword Collector
(76)
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Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
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Renaissance Researcher
(5)
Top co-authors
Research topics
Deep Learning
(11)
Computer Vision
(8)
Artificial Intelligence
(7)
Machine Learning
(7)
Core AI
(5)
Generation
(5)
Models
(5)
Analysis
(4)
Architectures
(4)
Learning Types Β· Machine Learning
(4)
Application Areas
(3)
Core Methods
(2)
Learning Paradigms
(2)
Learning Types Β· Deep Learning
(2)
Processing
(2)
Keywords
attention mechanism
(3)
3d reconstruction
(3)
generative model
(2)
neural network
(2)
multi-task learning
(2)
distribution shift
(2)
simultaneous localization and mapping
(2)
diffusion model
(2)
conditional structure shift
(2)
domain generalization
(2)
graph neural network
(2)
graph domain adaptation
(2)
video generation
(2)
benchmark evaluation
(1)
object detection
(1)
belief propagation
(1)
semantic segmentation
(1)
task generalization
(1)
feature learning
(1)
zero-shot learning
(1)
Papers
EditCtrl: Disentangled Local and Global Control for Real-Time Generative Video Editing
CVPR 2026
Mixture of States: Routing Token-Level Dynamics for Multimodal Generation
CVPR 2026
Scaling Zero-Shot Reference-to-Video Generation
CVPR 2026
Generalization Principles for Inference over Text-Attributed Graphs with Large Language Models
ICML 2025
Learning Flow Fields in Attention for Controllable Person Image Generation
CVPR 2025
EscherNet: A Generative Model for Scalable View Synthesis
CVPR 2024
GeSS: Benchmarking Geometric Deep Learning under Scientific Applications with Distribution Shifts
NeurIPS 2024
Pairwise Alignment Improves Graph Domain Adaptation
ICML 2024
Structural Re-weighting Improves Graph Domain Adaptation
ICML 2023
vMAP: Vectorised Object Mapping for Neural Field SLAM
CVPR 2023
Bootstrapping Semantic Segmentation with Regional Contrast
ICLR 2022
iMAP: Implicit Mapping and Positioning in Real-Time
ICCV 2021
Shape Adaptor: A Learnable Resizing Module
ECCV 2020
End-To-End Multi-Task Learning With Attention
CVPR 2019
Self-Supervised Generalisation with Meta Auxiliary Learning
NeurIPS 2019