Ai, Qingyao

Towards Conversational Search and Recommendation: System Ask, User Respond

Zhang, Y., Chen, X., Ai, Q., Yang, L., & Croft, W. B. (2018) · Proceedings of the 27th ACM International Conference on Information and Knowledge Management

Recommender Systems and TechniquesInformation Retrieval and Search Behavior

Cited by 319

DRAGIN: Dynamic Retrieval Augmented Generation based on the Real-time Information Needs of Large Language Models

Su, W., Tang, Y., Ai, Q., Wu, Z., & Liu, Y. (2024) · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Topic ModelingInformation Retrieval and Search Behavior

Cited by 81

SAILER: Structure-aware Pre-trained Language Model for Legal Case Retrieval

Li, H., Ai, Q., Chen, J., Dong, Q., Wu, Y., Liu, Y., Chen, C., & Tian, Q. (2023) · Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval

Artificial Intelligence in LawInformation Retrieval and Search Behavior

Cited by 79

Scaling Laws For Dense Retrieval

Fang, Y., Zhan, J., Ai, Q., Mao, J., Su, W., Chen, J., & Liu, Y. (2024) · Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval

Topic ModelingInformation Retrieval and Search Behavior

Cited by 28

BLADE: Enhancing Black-box Large Language Models with Small Domain-Specific Models

Li, H., Ai, Q., Chen, J., Dong, Q., Wu, Z., Liu, Y., Chen, C., & Tian, Q. (2024) · arXiv

Topic ModelingDomain Adaptation and Few-Shot Learning

Cited by 15

Capability-aware Prompt Reformulation Learning for Text-to-Image Generation

Zhan, J., Ai, Q., Liu, Y., Chen, J., & Ma, S. (2024) · Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval

Generative Adversarial Networks and Image SynthesisMultimodal Machine Learning Applications

Cited by 7

Knowledge Editing through Chain-of-Thought

Wang, C., Su, W., Ai, Q., Tang, Y., & Liu, Y. (2025) · Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing

Topic ModelingDomain Adaptation and Few-Shot Learning

Cited by 3

Reinforcement Learning to Rank Using Coarse-grained Rewards

Tu, Y., Xu, Z., Yang, T., Su, W., Zhou, Y., Liu, Y., Lin, F., Liu, Q., & Ai, Q. (2022) · arXiv

Information Retrieval and Search BehaviorRecommender Systems and Techniques

Cited by 1

Agentic Memory Management Is the Next Frontier of Information Retrieval

Ai, Q. (2026) · arXiv

Information Retrieval and Search BehaviorAI-based Problem Solving and Planning

Cited by 0

MemoryBench: A Benchmark for Memory and Continual Learning in LLM Systems

Ai, Q., Tang, Y., Wang, C., Long, J., Su, W., & Liu, Y. (2025) · arXiv

Domain Adaptation and Few-Shot LearningTopic Modeling

Cited by 0

Foundations of GenIR

Ai, Q., Zhan, J., & Liu, Y. (2025) · arXiv

Information Retrieval and Search BehaviorTopic Modeling

Cited by 0