ThriftLLM: On Cost-Effective Selection of Large Language Models for Classification Queries. - Huang, Keke; Shi, Yimin; Ding, Dujian; Li, Yifei; Fei, Yang; Lakshmanan, Laks V. S.; Xiao, Xiaokui (CoRR, 2025)

Why Does Your CoT Prompt (Not) Work? Theoretical Analysis of Prompt Space Complexity, its Interaction with Answer Space During CoT Reasoning with LLMs: A Recurrent Perspective. - Zhang, Xiang; Cao, Juntai; Wei, Jiaqi; You, Chenyu; Ding, Dujian (CoRR, 2025)

LLM Performance Predictors are good initializers for Architecture Search. - Jawahar, Ganesh; Abdul-Mageed, Muhammad; Lakshmanan, Laks V. S.; Ding, Dujian (2024)

Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing. - Ding, Dujian; Mallick, Ankur; Wang, Chi; Sim, Robert; Mukherjee, Subhabrata; Rühle, Victor; Lakshmanan, Laks V. S.; Awadallah, Ahmed Hassan (2024)

Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing. - Ding, Dujian; Mallick, Ankur; Wang, Chi; Sim, Robert; Mukherjee, Subhabrata; Rühle, Victor; Lakshmanan, Laks V. S.; Awadallah, Ahmed Hassan (CoRR, 2024)

OCCAM: Towards Cost-Efficient and Accuracy-Aware Image Classification Inference. - Ding, Dujian; Xu, Bicheng; Lakshmanan, Laks V. S. (CoRR, 2024)

Supervised Chain of Thought. - Zhang, Xiang; Ding, Dujian (CoRR, 2024)

EcoAct: Economic Agent Determines When to Register What Action. - Zhang, Shaokun; Zhang, Jieyu; Ding, Dujian; Garcia, Mirian Hipolito; Mallick, Ankur; Madrigal, Daniel; Xia, Menglin; Rühle, Victor; Wu, Qingyun; Wang, Chi (CoRR, 2024)

LLM Performance Predictors are good initializers for Architecture Search. - Jawahar, Ganesh; Abdul-Mageed, Muhammad; Lakshmanan, Laks V. S.; Ding, Dujian (CoRR, 2023)

On Efficient Approximate Queries over Machine Learning Models. - Ding, Dujian; Amer-Yahia, Sihem; Lakshmanan, Laks V. S. (Proc. VLDB Endow., 2022)

On Efficient Approximate Queries over Machine Learning Models. - Ding, Dujian; Amer-Yahia, Sihem; Lakshmanan, Laks V. S. (CoRR, 2022)

Collaborative intra-tumor heterogeneity detection. - Khakabimamaghani, Sahand; Malikic, Salem; Tang, Jeffrey; Ding, Dujian; Morin, Ryan D.; Chindelevitch, Leonid; Ester, Martin (Bioinform., 2019)

Uncovering the subtype-specific temporal order of cancer pathway dysregulation. - Khakabimamaghani, Sahand; Ding, Dujian; Snow, Oliver; Ester, Martin (PLoS Comput. Biol., 2019)