Georgios Kollias
11 papers · 2021–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (7) πΊοΈ Taxonomy Completionist (26)
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Renaissance Researcher
(5)
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Conference Polyglot
(6)
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Grand Slam
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Century Club
(10)
ποΈ
Keyword Collector
(50)
Conferences
ACL (4)
AISTATS (2)
ICML (2)
AAAI (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
hawkes process
(2)
granger causality
(2)
neural network pruning
(1)
matrix factorization
(1)
sparse learning
(1)
causal discovery
(1)
weakly supervised learning
(1)
random sampling
(1)
knowledge distillation
(1)
question answering
(1)
attention mechanism
(1)
low-rank approximation
(1)
episodic memory
(1)
point process
(1)
link prediction
(1)
asynchronous computation
(1)
singular value decomposition
(1)
directed graph
(1)
latent semantic indexing
(1)
causal inference
(1)
Papers
ImReasoner: Improving Memory-based Language Models for Reasoning-in-a-Haystack Tasks
ACL 2026
Multi-Sense Embeddings for Language Models and Knowledge Distillation
ACL 2025
Large Language Models can Become Strong Self-Detoxifiers
ICLR 2025
EpMAN: Episodic Memory AttentioN for Generalizing to Longer Contexts
ACL 2025
Learning Granger Causality from Instance-wise Self-attentive Hawkes Processes
AISTATS 2024
NeuroPrune: A Neuro-inspired Topological Sparse Training Algorithm for Large Language Models
ACL 2024
Asynchronous Randomized Trace Estimation
AISTATS 2024
Larimar: Large Language Models with Episodic Memory Control
ICML 2024
Directed Graph Auto-Encoders
AAAI 2022
Projection techniques to update the truncated SVD of evolving matrices with applications
ICML 2021
Cardinality-Regularized Hawkes-Granger Model
NIPS 2021