Divide-Conquer-Reasoning for Consistency Evaluation and Automatic Improvement of Large Language Models. - Wendi Cui; Zhuohang Li; Damien Lopez; Kamalika Das; Bradley A. Malin; Kumar Sricharan; Jiaxin Zhang 005 (EMNLP (Industry Track), 2024)

DCR-Consistency: Divide-Conquer-Reasoning for Consistency Evaluation and Improvement of Large Language Models. - Wendi Cui; Jiaxin Zhang 005; Zhuohang Li; Damien Lopez; Kamalika Das; Bradley A. Malin; Kumar Sricharan (CoRR, 2024)

PhaseEvo: Towards Unified In-Context Prompt Optimization for Large Language Models. - Wendi Cui; Jiaxin Zhang 005; Zhuohang Li; Hao Sun; Damien Lopez; Kamalika Das; Bradley A. Malin; Kumar Sricharan (CoRR, 2024)

SEE: Strategic Exploration and Exploitation for Cohesive In-Context Prompt Optimization. - Wendi Cui; Jiaxin Zhang 005; Zhuohang Li; Hao Sun; Damien Lopez; Kamalika Das; Bradley A. Malin; Kumar Sricharan (ACL (1), 2025)

Heuristic-based Search Algorithm in Automatic Instruction-focused Prompt Optimization: A Survey. - Wendi Cui; Jiaxin Zhang 005; Zhuohang Li; Hao Sun; Damien Lopez; Kamalika Das; Bradley A. Malin; Kumar Sricharan (ACL (Findings), 2025)

Automatic Prompt Optimization via Heuristic Search: A Survey. - Wendi Cui; Jiaxin Zhang 005; Zhuohang Li; Hao Sun; Damien Lopez; Kamalika Das; Bradley A. Malin; Kumar Sricharan (CoRR, 2025)