Lixing Yu
8 papers · 2018–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Conference Polyglot (3) π Academic Marathon (7) π Cross-Pollinator (12) π Renaissance Researcher (5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(20)
π§
Keyword Pioneer
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Trend Setter
Conferences
ACML (3)
IJCAI (2)
UAI (2)
ACL (1)
Top co-authors
Keywords
neural network
(2)
anomaly detection
(1)
information bottleneck
(1)
time series anomaly detection
(1)
gradient aggregation
(1)
privacy preservation
(1)
time series
(1)
mutual information
(1)
time series forecasting
(1)
conditional mutual information
(1)
multivariate time series
(1)
distributed machine learning
(1)
parameter server
(1)
gaussian mixture model
(1)
recurrent neural network
(1)
variational autoencoder
(1)
byzantine fault tolerance
(1)
temporal consistency
(1)
multimodal datum
(1)
homomorphic encryption
(1)
Papers
Dissecting Failure Dynamics in Large Language Model Reasoning
ACL 2026
Conditional Information Bottleneck-Based Multivariate Time Series Forecasting
IJCAI 2025
Improving Graph Contrastive Learning with Community Structure
UAI 2025
Probabilistic Semantics Guided Discovery of Approximate Functional Dependencies
UAI 2025
FedLTF: Linear Probing Teaches Fine-tuning to Mitigate Noisy Labels in Federated Learning
ACML 2024
Learning to Learn Gradient Aggregation by Gradient Descent
IJCAI 2019
Multidimensional Time Series Anomaly Detection: A GRU-based Gaussian Mixture Variational Autoencoder Approach
ACML 2018
SecureNets: Secure Inference of Deep Neural Networks on an Untrusted Cloud
ACML 2018