Akihiro Kishimoto
12 papers · 2015–2023 · 4 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (8) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (4) π Cross-Pollinator (7)
π
Cross-Pollinator
(7)
π
Renaissance Researcher
(7)
πΊοΈ
Taxonomy Completionist
(33)
π§¬
Topic Evolution
π
Keyword Champion
ποΈ
Keyword Collector
(68)
π
Century Club
(12)
π
Conference Pioneer
π₯
Unstoppable
(5)
Conferences
AAAI (5)
IJCAI (4)
NIPS (2)
ACL (1)
Top co-authors
Keywords
heuristic search
(3)
graphical model
(3)
and or search
(3)
transfer learning
(2)
hyperparameter optimization
(2)
marginal map
(2)
depth-first search
(2)
parallel search
(2)
pipeline optimization
(2)
and/or search
(2)
best-first search
(2)
exact inference
(2)
connectionist temporal classification
(1)
weakly-supervised learning
(1)
branch and bound
(1)
path planning
(1)
map inference
(1)
temporal classification
(1)
ensemble learning
(1)
multi-armed bandit
(1)
Papers
An Ensemble Approach for Automated Theorem Proving Based on Efficient Name Invariant Graph Neural Representations
IJCAI 2023
Foundation Model for Material Science
AAAI 2023
Finding Sub-task Structure with Natural Language Instruction
ACL 2022
Bandit Limited Discrepancy Search and Application to Machine Learning Pipeline Optimization
AAAI 2022
Searching for Machine Learning Pipelines Using a Context-Free Grammar
AAAI 2021
Parallel AND/OR Search for Marginal MAP
AAAI 2020
Depth-First Proof-Number Search with Heuristic Edge Cost and Application to Chemical Synthesis Planning
NIPS 2019
Depth-First Memory-Limited AND/OR Search and Unsolvability in Cyclic Search Spaces
IJCAI 2019
Anytime Recursive Best-First Search for Bounding Marginal MAP
AAAI 2019
A Scalable Approach to Chasing Multiple Moving Targets with Multiple Agents
IJCAI 2017
Efficient Optimal Search under Expensive Edge Cost Computation
IJCAI 2017
Parallel Recursive Best-First AND/OR Search for Exact MAP Inference in Graphical Models
NIPS 2015