Dujian Ding
5 papers · 2024–2025 · 3 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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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(5)
Natural Language Processing
(4)
Application Areas
(3)
Resources & Methods
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Core AI
(2)
Optimization & Theory · Deep Learning
(2)
Optimization & Theory · Machine Learning
(2)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
large language model
(4)
query routing
(2)
hyperparameter optimization
(1)
knowledge distillation
(1)
prompt engineering
(1)
neural architecture search
(1)
complexity analysis
(1)
integer linear programming
(1)
cost saving
(1)
edge deployment
(1)
chain-of-thought prompting
(1)
cost optimization
(1)
search space
(1)
performance prediction
(1)
chain of thought
(1)
reasoning task
(1)
cost efficiency
(1)
accuracy estimation
(1)
multiple response
(1)
task-specific prompt
(1)
Papers
BEST-Route: Adaptive LLM Routing with Test-Time Optimal Compute
ICML 2025
OCCAM: Towards Cost-Efficient and Accuracy-Aware Classification Inference
ICLR 2025
Why Prompt Design Matters and Works: A Complexity Analysis of Prompt Search Space in LLMs
ACL 2025
Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing
ICLR 2024
LLM Performance Predictors are good initializers for Architecture Search
ACL 2024