Shaokun Zhang
7 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
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The Questioner
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Research topics
Keywords
large language model
(3)
coreset selection
(1)
in-context learning
(1)
multi-objective optimization
(1)
greedy algorithm
(1)
convergence guarantee
(1)
data selection
(1)
cost saving
(1)
query routing
(1)
generative optimization
(1)
scalable optimization
(1)
lexicographic preference
(1)
agent system
(1)
llm agent
(1)
selective annotation
(1)
token consumption
(1)
progressive merging
(1)
efficient optimization
(1)
multiple response
(1)
learnable weight
(1)
Papers
BEST-Route: Adaptive LLM Routing with Test-Time Optimal Compute
ICML 2025
Divide, Optimize, Merge: Scalable Fine-Grained Generative Optimization for LLM Agents
EMNLP 2025
Which Agent Causes Task Failures and When? On Automated Failure Attribution of LLM Multi-Agent Systems
ICML 2025
IDEAL: Influence-Driven Selective Annotations Empower In-Context Learners in Large Language Models
ICLR 2024
Offline Training of Language Model Agents with Functions as Learnable Weights
ICML 2024
Refined Coreset Selection: Towards Minimal Coreset Size under Model Performance Constraints
ICML 2024
Targeted Hyperparameter Optimization with Lexicographic Preferences Over Multiple Objectives
ICLR 2023