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20232025
most citedMutual Enhancement of Large and Small Language Models with Cross-Silo Knowledge Transfer

2 citations · 5 across the 10 of their papers we have counts for

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5 papers · 1 filter

cs.RO2025

LLM-Driven Self-Refinement for Embodied Drone Task Planning

Deyu Zhang, Xicheng Zhang, Jiahao Li +6

We introduce SRDrone, a novel system designed for self-refinement task planning in industrial-grade embodied drones. SRDrone incorporates two key technical contributions: First, it…

cs.MM2025

Prompt-aware of Frame Sampling for Efficient Text-Video Retrieval

Deyu Zhang, Tingting Long, Jinrui Zhang +3

Enabling efficient text-video retrieval on edge-end devices is critical for real-world applications. Yet, existing methods face a critical challenge in balancing accuracy and compu…

cs.LG2025

ConCISE: Confidence-guided Compression in Step-by-step Efficient Reasoning

Ziqing Qiao, Yongheng Deng, Jiali Zeng +7

Large Reasoning Models (LRMs) perform strongly in complex reasoning tasks via Chain-of-Thought (CoT) prompting, but often suffer from verbose outputs, increasing computational over…

cs.CL2025★ 1 cited

LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning

Tuowei Wang, Xingyu Chen, Kun Li +3

The escalating demand for long-context applications has intensified the necessity of extending the LLM context windows. Despite recent fine-tuning approaches successfully expanding…

cs.HC2025

Enabling Cardiac Monitoring using In-ear Ballistocardiogram on COTS Wireless Earbuds

Yongjian Fu, Ke Sun, Ruyao Wang +4

The human ear offers a unique opportunity for cardiac monitoring due to its physiological and practical advantages. However, existing earable solutions require additional hardware…