Ze Ye
5 papers · 2018–2026 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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π
Conference Polyglot Β· Silver
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(11)
π£
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
node classification
(3)
graph neural network
(3)
persistent homology
(2)
topological feature
(2)
heuristic search
(1)
map inference
(1)
message passing
(1)
exploration exploitation
(1)
tree decomposition
(1)
graphical model
(1)
graph convolution
(1)
multi-turn agent
(1)
loopy graph
(1)
mode finding
(1)
large language model
(1)
discrete curvature
(1)
semantic exploration
(1)
topological information
(1)
reinforcement learning
(1)
reward sparsity
(1)
Papers
VEG: Verbal π-greedy for Semantic Exploration in Multi-Turn RL Agents
ACL 2026
Enhancing Graph Representation Learning with Localized Topological Features
JMLR 2025
Curvature Graph Network
ICLR 2020
Persistence Enhanced Graph Neural Network
AISTATS 2020
Solving M-Modes in Loopy Graphs Using Tree Decompositions
PGM 2018