Ding, Dujian

1. Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing
   2024/04/22 by Dujian Ding, Ding, Dujian, Ankur Mallick +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
2. LLM Performance Predictors are good initializers for Architecture Search
   2023/10/25 by Ganesh Jawahar, Muhammad Abdul-Mageed, Jawahar, Ganesh +5 · 9 citations
   Computer Science · Materials Science · #Topic Modeling #Software Engineering Research #Machine Learning in Materials Science
3. ThriftLLM: On Cost-Effective Selection of Large Language Models for Classification Queries
   2025/01/09 by Huang, Keke, Shi, Yimin, Ding, Dujian +4 · 7 citations
   #Databases (cs.DB) #FOS: Computer and information sciences
4. Why Prompt Design Matters and Works: A Complexity Analysis of Prompt Search Space in LLMs
   2025/03/13 by Xiang Zhang, Zhang, Xiang, Jiaqi Wei +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
5. EcoAct: Economic Agent Determines When to Register What Action
   2024/11/03 by Shaokun Zhang, Jieyu Zhang, Zhang, Shaokun +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
6. On Efficient Approximate Queries over Machine Learning Models
   2022/06/06 by Ding, Dujian, Amer-Yahia, Sihem, Lakshmanan, Laks VS · 2 citations
   #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. BEST-Route: Adaptive LLM Routing with Test-Time Optimal Compute
   2025/06/28 by Ding, Dujian, Mallick, Ankur, Zhang, Shaokun +7 · 9 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. Supervised Chain of Thought
   2024/10/18 by Xiang Zhang, Zhang, Xiang, Dujian Ding +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