Siyuan Lu
3 papers · 2022–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(10)
Venues
Top co-authors
Research topics
Artificial Intelligence
(2)
Natural Language Processing
(2)
Core AI
(2)
Deep Learning
(1)
Machine Learning
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Resources & Methods
(1)
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
PreAct: Prediction Enhances Agent’s Planning Ability
COLING 2025
Unleashing the Potential of Large Language Models as Prompt Optimizers: Analogical Analysis with Gradient-based Model Optimizers
AAAI 2025
View Dialogue in 2D: A Two-stream Model in Time-speaker Perspective for Dialogue Summarization and beyond
COLING 2022