Yingqi Fan
2 indexed papers
Recent (6 mo)
2With code
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226
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Info Retrieval×1NLP×1
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2026
ProactiveLLM: Learning Active Interaction for Streaming Large Language Models
ProactiveLLM introduces a novel framework that enables streaming LLMs to actively decide when to interact with incoming data by leveraging the model's internal states, significantly reducing latency while maintaining quality.
CompRank: Efficient LLM Reranking via Token-Level Compression and Decoding-Free Scoring
This paper proposes CompRank, a token-efficient reranking framework for large language models that reduces redundant computation and achieves strong reranking performance.
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Papers
cs.IREmpiricalRecentJun 10, 2026
CompRank: Efficient LLM Reranking via Token-Level Compression and Decoding-Free Scoring
Xuan Lu, Haohang Huang, Yingqi Fan, Junlong Tong +4 more
This paper proposes CompRank, a token-efficient reranking framework for large language models that reduces redundant computation and achieves strong reranking performance.
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cs.CLRecentMay 30, 2026