Yuma Ichikawa
4 papers · 2024–2026 · 4 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(3)
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Cross-Pollinator
(13)
πΊοΈ
Taxonomy Completionist
(10)
Conferences
ACL (1)
AISTATS (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
combinatorial optimization
(1)
unsupervised learning
(1)
representation learning
(1)
discrete optimization
(1)
continuous relaxation
(1)
disentangled representation
(1)
variational autoencoder
(1)
neural network solver
(1)
latent space
(1)
local optima
(1)
posterior collapse
(1)
kl annealing
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local optimum
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long-context modeling
(1)
multi-resolution encoding
(1)
neural network
(1)
recursive generation
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penalty term
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hierarchical autoregressive model
(1)
memory-efficient generation
(1)
Papers
PHOTON: Hierarchical Autoregressive Modeling for Lightspeed and Memory-Efficient Language Generation
ACL 2026
Optimization by Parallel Quasi-Quantum Annealing with Gradient-Based Sampling
ICLR 2025
Controlling Continuous Relaxation for Combinatorial Optimization
NIPS 2024
Learning Dynamics in Linear VAE: Posterior Collapse Threshold, Superfluous Latent Space Pitfalls, and Speedup with KL Annealing
AISTATS 2024