Bin Zou

3 papers · 2022–2026 · 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 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (13) 👥 Mega-Team · Squad

Venues

AAAI (1) ACL (1) OSDI (1)

Top co-authors

Peng Lan (1) Lin Liu (1) Fei Wu (1) Shuanglong Li (1) Kecheng Chen (1) Shaojie Tang (1) Jinde Song (1) Chengfei Lv (1) Qiulin Yao (1) Guihai Chen (1)

Research topics

Machine Learning (3) Artificial Intelligence (2) Core AI (2) Learning Types (2) Computer Science (1) Deep Learning (1) Mathematics & Optimization (1) Application Areas (1) Applications (1) Learning Paradigms (1) Models (1) Optimization (1) Optimization & Theory (1)

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