Yik-Chung Wu
4 papers · 2018–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (7) π Cross-Pollinator (12)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(14)
Conferences
JMLR (2)
AAAI (1)
ICCV (1)
Top co-authors
Keywords
gaussian belief propagation
(2)
convergence analysis
(2)
video anomaly detection
(2)
weakly supervised learning
(1)
distributed inference
(1)
markov random field
(1)
graphical model
(1)
vision language model
(1)
multimodal large language model
(1)
spatial-temporal modeling
(1)
factor graph
(1)
spatial-temporal feature
(1)
linear gaussian model
(1)
pairwise linear gaussian model
(1)
surveillance video
(1)
effective token selection
(1)
fine-grained spatial temporal
(1)
anomaly localization
(1)
feature amplification
(1)
contrastive learning
(1)
Papers
Aligning Effective Tokens with Video Anomaly in Large Language Models
ICCV 2025
MGFN: Magnitude-Contrastive Glance-and-Focus Network for Weakly-Supervised Video Anomaly Detection
AAAI 2023
Convergence of Gaussian Belief Propagation Under General Pairwise Factorization: Connecting Gaussian MRF with Pairwise Linear Gaussian Model
JMLR 2019
Convergence Analysis of Distributed Inference with Vector-Valued Gaussian Belief Propagation
JMLR 2018