Qiang Yan
4 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Research topics
Keywords
large language model
(2)
multi-task learning
(1)
embedding learning
(1)
knowledge distillation
(1)
instruction tuning
(1)
distributional semantics
(1)
privacy-utility trade-off
(1)
prompt perturbation
(1)
tool learning
(1)
web agent
(1)
entity representation
(1)
token similarity
(1)
hierarchical fusion
(1)
unseen entities
(1)
limited annotation
(1)
service account retrieval
(1)
log data supervision
(1)
function-call generation
(1)
differential privacy
(1)
bucketized sampling
(1)
Papers
MCP-Flow: Facilitating LLM Agents to Master Real-World, Diverse and Scaling MCP Tools
ACL 2026
Cape: Context-Aware Prompt Perturbation Mechanism with Differential Privacy
ICML 2025
An Auxiliary Task Boosted Multi-task Learning Method for Service Account Retrieval with Limited Human Annotation
EMNLP 2023
MGAD: Learning Descriptional Representation Distilled from Distributional Semantics for Unseen Entities
IJCAI 2022