Honglu Zhou
15 papers · 2020–2025 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (40) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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Dynamic Duo
(10)
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Renaissance Researcher
(6)
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Unstoppable Β· Bronze
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The Questioner
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Century Club Β· Bronze
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Research topics
Machine Learning
(10)
Artificial Intelligence
(7)
Deep Learning
(7)
Core AI
(7)
Core Methods
(6)
Computer Vision
(5)
Learning Types Β· Machine Learning
(5)
Architectures
(3)
Learning Types Β· Deep Learning
(3)
Processing
(3)
Analysis
(2)
Application Areas
(2)
Techniques
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Keywords
video understanding
(4)
representation learning
(2)
graph neural network
(2)
instructional video
(2)
visual question answering
(2)
video representation
(2)
procedural knowledge
(2)
action recognition
(2)
benchmark evaluation
(1)
domain generalization
(1)
link prediction
(1)
human activity recognition
(1)
probabilistic modeling
(1)
attention mechanism
(1)
image generation
(1)
reinforcement learning
(1)
trajectory prediction
(1)
audio-visual learning
(1)
multimodal learning
(1)
temporal reasoning
(1)
Papers
Contra4: Evaluating Contrastive Cross-Modal Reasoning in Audio, Video, Image, and 3D
EMNLP 2025
Domain-Guided Weight Modulation for Semi-Supervised Domain Generalization
WACV 2025
Unifying Specialized Visual Encoders for Video Language Models
ICML 2025
ViUniT: Visual Unit Tests for More Robust Visual Programming
CVPR 2025
Learning from Synthetic Human Group Activities
CVPR 2024
Why Not Use Your Textbook? Knowledge-Enhanced Procedure Planning of Instructional Videos
CVPR 2024
Harnessing Neighborhood Modeling and Asymmetry Preservation for Digraph Representation Learning
IJCAI 2023
MSI: Maximize Support-Set Information for Few-Shot Segmentation
ICCV 2023
Procedure-Aware Pretraining for Instructional Video Understanding
CVPR 2023
COMPOSER: Compositional Reasoning of Group Activity in Videos with Keypoint-Only Modality
ECCV 2022
Harnessing Fourier Isovists and Geodesic Interaction for Long-Term Crowd Flow Prediction
IJCAI 2022
HM: Hybrid Masking for Few-Shot Segmentation
ECCV 2022
Hopper: Multi-hop Transformer for Spatiotemporal Reasoning
ICLR 2021
HID: Hierarchical Multiscale Representation Learning for Information Diffusion
IJCAI 2020
Laying the Foundations of Deep Long-Term Crowd Flow Prediction
ECCV 2020