Yifan Guo
6 papers · 2018–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (26) π Renaissance Researcher (5)
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Research topics
Machine Learning
(6)
Deep Learning
(4)
Core Methods
(4)
Application Areas
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Data Science & Analytics
(2)
Applications
(2)
Bayesian & Probabilistic
(2)
Core AI
(2)
Learning Types Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Natural Language Processing
(1)
Security & Privacy
(1)
Analysis
(1)
Keywords
model compression
(2)
anomaly detection
(1)
speaker diarization
(1)
time series anomaly detection
(1)
knowledge distillation
(1)
neural machine translation
(1)
community detection
(1)
neural network optimization
(1)
social network analysis
(1)
low-rank approximation
(1)
network analysis
(1)
time series
(1)
probabilistic generative model
(1)
singular value decomposition
(1)
online clustering
(1)
gaussian mixture model
(1)
social network
(1)
recurrent neural network
(1)
variational autoencoder
(1)
differential privacy
(1)
Papers
Consistency-Aware Padding for Incomplete Multi-Modal Alignment Clustering Based on Self-Repellent Greedy Anchor Search
IJCAI 2025
Integrating Independent Layer-Wise Rank Selection with Low-Rank SVD Training for Model Compression: A Theory-Driven Approach
IJCAI 2025
Dual-teacher Knowledge Distillation for Low-frequency Word Translation
EMNLP 2024
Interrelate Training and Searching: A Unified Online Clustering Framework for Speaker Diarization
Interspeech 2022
Differentially Private Community Detection in Attributed Social Networks
ACML 2019
Multidimensional Time Series Anomaly Detection: A GRU-based Gaussian Mixture Variational Autoencoder Approach
ACML 2018