Kannan Achan
8 papers · 2008–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3) π Academic Marathon (14)
π
Cross-Pollinator
(15)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(17)
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Grand Slam
π
Keyword Champion
Conferences
ICLR (3)
NIPS (3)
AAAI (1)
ICML (1)
Top co-authors
Keywords
transformer architecture
(1)
zero-shot learning
(1)
semantic segmentation
(1)
adversarial learning
(1)
temporal modeling
(1)
variational inference
(1)
matrix factorization
(1)
belief propagation
(1)
probabilistic inference
(1)
embedding learning
(1)
adversarial training
(1)
message passing
(1)
gradient descent
(1)
marginal belief
(1)
adaptive discretization
(1)
belief distribution
(1)
message-passing algorithm
(1)
generative model
(1)
graphical model
(1)
recommender system
(1)
Papers
Segment and Matte Anything in a Unified Model
AAAI 2026
From Intervention to Domain Transportation: A Novel Perspective to Optimize Recommendation
ICLR 2022
A Temporal Kernel Approach for Deep Learning with Continuous-time Information
ICLR 2021
Rethinking Neural vs. Matrix-Factorization Collaborative Filtering: the Theoretical Perspectives
ICML 2021
Adversarial Counterfactual Learning and Evaluation for Recommender System
NIPS 2020
Inductive representation learning on temporal graphs
ICLR 2020
Self-attention with Functional Time Representation Learning
NIPS 2019
Continuously-adaptive discretization for message-passing algorithms
NIPS 2008