Sheng Guan
6 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
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Mega-Team · Squad
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The Questioner
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Research topics
Artificial Intelligence
(6)
Core AI
(6)
Deep Learning
(3)
Machine Learning
(3)
Natural Language Processing
(1)
Application Areas
(1)
Architectures
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Resources & Methods
(1)
Keywords
prompt engineering
(2)
large language model
(2)
graph representation learning
(1)
efficient computing
(1)
false positive rate
(1)
adversarial attack
(1)
text watermarking
(1)
node classification
(1)
text prompt
(1)
watermark detection
(1)
large vision-language model
(1)
object hallucination
(1)
inference latency
(1)
visual prompting
(1)
automatic prompt optimization
(1)
router model
(1)
quality prediction
(1)
iterative reasoning
(1)
cost reduction
(1)
text-to-sql generation
(1)
Papers
SQL-Trail: Multi-Turn Reinforcement Learning with Interleaved Feedback for Text-to-SQL
ACL 2026
A Systematic Survey of Automatic Prompt Optimization Techniques
EMNLP 2025
Black-Box Visual Prompt Engineering for Mitigating Object Hallucination in Large Vision Language Models
NAACL 2025
Can Watermarked LLMs be Identified by Users via Crafted Prompts?
ICLR 2025
IPR: Intelligent Prompt Routing with User-Controlled Quality-Cost Trade-offs
EMNLP 2025
RoboGNN: Robustifying Node Classification under Link Perturbation
IJCAI 2022