Krishna Prasad Neupane
5 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(19)
🏆
Grand Slam
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Data Science & Analytics
(3)
Applications
(3)
Core Methods
(3)
Deep Learning
(2)
Learning Paradigms · Artificial Intelligence
(2)
Learning Types · Machine Learning
(2)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core AI
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
uncertainty quantification
(3)
evidential learning
(2)
recommender system
(2)
multimodal learning
(1)
time series
(1)
cold-start recommendation
(1)
stochastic differential equation
(1)
sequential recommendation
(1)
time-aware recommendation
(1)
cross-attention mechanism
(1)
aleatoric uncertainty
(1)
behavioral pattern
(1)
neural network
(1)
few-shot open-set recognition
(1)
conservative q-learning
(1)
deep temporal set
(1)
evidential reinforcement
(1)
sequential recommender system
(1)
time-sensitive user
(1)
closed-set class representations
(1)
Papers
Looking into User’s Long-term Interests through the Lens of Conservative Evidential Learning
ICLR 2025
Evidential Stochastic Differential Equations for Time-Aware Sequential Recommendation
NeurIPS 2024
Meta Evidential Transformer for Few-Shot Open-Set Recognition
ICML 2024
Deep Temporal Sets with Evidential Reinforced Attentions for Unique Behavioral Pattern Discovery
ICML 2023
A Dynamic Meta-Learning Model for Time-Sensitive Cold-Start Recommendations
AAAI 2022