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Duantengchuan Li

2 accepted papers

2025

Federated Recommendation with Explicitly Encoding Item Bias

AAAI 2025technical

With the development of federated learning techniques and the increased need for user privacy protection, the federated recommendation has become a new recommendation paradigm. However, most existing works focus on user-level federated recommendation, leaving platform-level federated recommendation…

Cited by 0SourcePDFScholar
2024

Prompt Space Optimizing Few-shot Reasoning Success with Large Language Models

NAACL 2024findings

Prompt engineering is an essential technique for enhancing the abilities of large language models (LLMs) by providing explicit and specific instructions. It enables LLMs to excel in various tasks, such as arithmetic reasoning, question answering, summarization, relation extraction, machine translati…