Dujian Ding
- Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing
2024/04/22 by Dujian Ding, Ankur Mallick, Ding, Dujian +13 · 49 citations
Computer Science · #Artificial Intelligence (cs.AI) #Caching and Content Delivery #Computation and Language (cs.CL) #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software-Defined Networks and 5G
- LLM Performance Predictors are good initializers for Architecture Search
2023/10/25 by Ganesh Jawahar, Jawahar, Ganesh, Muhammad Abdul-Mageed +5 · 9 citations
Computer Science · Materials Science · #Topic Modeling #Software Engineering Research #Machine Learning in Materials Science
- Why Prompt Design Matters and Works: A Complexity Analysis of Prompt Search Space in LLMs
2025/03/13 by Xiang Zhang, Zhang, Xiang, Cao, Juntai +5 · 10 citations
Business, Management and Accounting · Computer Science · Engineering · #AI-based Problem Solving and Planning #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scheduling and Optimization Algorithms
- EcoAct: Economic Agent Determines When to Register What Action
2024/11/03 by Shaokun Zhang, Zhang, Shaokun, Jieyu Zhang +16 · 5 citations
Decision Sciences · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Complex Systems and Decision Making #Computation and Language (cs.CL) #Economic Theory and Institutions #Economic theories and models #FOS: Computer and information sciences
- Supervised Chain of Thought
2024/10/18 by Xiang Zhang, Dujian Ding, Zhang, Xiang +1 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling