Ze Ye
5 papers · 2018–2026 · 5 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🏃 Academic Marathon (7) 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(13)
Conferences
ACL (1)
AISTATS (1)
ICLR (1)
JMLR (1)
PGM (1)
Top co-authors
Keywords
graph neural network
(2)
node classification
(2)
topological feature
(2)
persistent homology
(2)
map inference
(1)
message passing
(1)
exploration exploitation
(1)
tree decomposition
(1)
graphical model
(1)
multi-turn agent
(1)
loopy graph
(1)
mode finding
(1)
large language model
(1)
semantic exploration
(1)
topological information
(1)
reinforcement learning
(1)
reward sparsity
(1)
link prediction
(1)
graph representation learning
(1)
heuristic search
(1)
Papers
VEG: Verbal 𝜖-greedy for Semantic Exploration in Multi-Turn RL Agents
ACL 2026
Enhancing Graph Representation Learning with Localized Topological Features
JMLR 2025
Persistence Enhanced Graph Neural Network
AISTATS 2020
Curvature Graph Network
ICLR 2020
Solving M-Modes in Loopy Graphs Using Tree Decompositions
PGM 2018