Bin Zou
3 papers · 2022–2026 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (11) π Conference Polyglot (2) π§ Keyword Pioneer π£ Hot Topic Early Bird π Cross-Pollinator (8)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
π₯
Mega-Team
(20)
Conferences
AAAI (1)
ACL (1)
OSDI (1)
Top co-authors
Keywords
online advertising
(1)
neural network optimization
(1)
constrained optimization
(1)
parallel processing
(1)
multi-objective optimization
(1)
generative model
(1)
auction mechanism
(1)
model deployment
(1)
data synthesis
(1)
device-cloud collaboration
(1)
on-device inference
(1)
large language model
(1)
cold start
(1)
task routing
(1)
task taxonomy
(1)
generative auction
(1)
multi-objective allocation
(1)
transformer algorithm
(1)
Papers
Task-Aware LLM Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start Scenarios
ACL 2026
GenAuction: A Generative Auction for Online Advertising
AAAI 2025
Walle: An End-to-End, General-Purpose, and Large-Scale Production System for Device-Cloud Collaborative Machine Learning
OSDI 2022