Siyuan Lu
3 papers · 2022–2025 · 2 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(2)
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Interdisciplinary Bridge
๐บ๏ธ
Taxonomy Completionist
(11)
๐งญ
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
COLING (2)
AAAI (1)
Top co-authors
Keywords
large language model
(2)
in-context learning
(1)
iterative refinement
(1)
gradient descent
(1)
prompt optimization
(1)
automatic prompt optimization
(1)
agent system
(1)
dialogue summarization
(1)
analogical reasoning
(1)
dialogue understanding
(1)
two-stream model
(1)
summary faithfulness
(1)
gradient-based optimization
(1)
time-speaker perspective
(1)
Papers
Unleashing the Potential of Large Language Models as Prompt Optimizers: Analogical Analysis with Gradient-based Model Optimizers
AAAI 2025
PreAct: Prediction Enhances Agentโs Planning Ability
COLING 2025
View Dialogue in 2D: A Two-stream Model in Time-speaker Perspective for Dialogue Summarization and beyond
COLING 2022