Danilo Mandic
7 papers · 2019–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (2) π Academic Marathon (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (17)
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Keyword Pioneer
π£
Hot Topic Early Bird
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Conference Pioneer
Conferences
AAAI (3)
ICML (3)
ACL (1)
Top co-authors
Keywords
large language model
(2)
probabilistic modeling
(1)
open-set classification
(1)
optimal transport
(1)
tensor decomposition
(1)
singular value decomposition
(1)
manifold optimization
(1)
rank minimization
(1)
nuclear norm regularization
(1)
tensor completion
(1)
nuclear norm
(1)
mixture model estimation
(1)
mixture model
(1)
alternating direction method of multiplier
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
node classification
(1)
out-of-distribution detection
(1)
latent space
(1)
latent diffusion model
(1)
Papers
TeRA: Vector-based Random Tensor Network for High-Rank Adaptation of Large Language Models
ACL 2026
Coarse-to-Fine Open-Set Graph Node Classification with Large Language Models
AAAI 2026
Relational Conformal Prediction for Correlated Time Series
ICML 2025
Graph-based Time Series Clustering for End-to-End Hierarchical Forecasting
ICML 2024
AudioLDM: Text-to-Audio Generation with Latent Diffusion Models
ICML 2023
Solving General Elliptical Mixture Models through an Approximate Wasserstein Manifold
AAAI 2020
Tensor Ring Decomposition with Rank Minimization on Latent Space: An Efficient Approach for Tensor Completion
AAAI 2019