8 citations · 10 across the 5 of their papers we have counts for
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cs.LG2025
Memory-Efficient Backpropagation for Fine-Tuning LLMs on Resource-Constrained Mobile Devices
Congzheng Song, Xinyu Tang
Fine-tuning large language models (LLMs) with backpropagation\textemdash even for a subset of parameters such as LoRA\textemdash can be much more memory-consuming than inference an…
cs.HC2025
BREATH: A Bio-Radar Embodied Agent for Tonal and Human-Aware Diffusion Music Generation
Yunzhe Wang, Xinyu Tang, Zhixun Huang +2
We present a multimodal system for personalized music generation that integrates physiological sensing, LLM-based reasoning, and controllable audio synthesis. A millimeter-wave rad…
cs.CR2025★ 2 cited
Privacy Auditing of Large Language Models
Ashwinee Panda, Xinyu Tang, Milad Nasr +2
Current techniques for privacy auditing of large language models (LLMs) have limited efficacy -- they rely on basic approaches to generate canaries which leads to weak membership i…