Low-cost Full Fine-tuning: Learning What to Update for LLMs
Li · Yaming Guo · Shenghao Gao · Xinlong Chen · Zuhao Xu · Ying Sun · Chao Wang · Hui Xiong
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Li · Yaming Guo · Shenghao Gao · Xinlong Chen · Zuhao Xu · Ying Sun · Chao Wang · Hui Xiong
Jiayi Tuo · Cheng Tang · Zihan Wang · Chenyue Zhou · Yao Li · Yanbiao Ma · Chao Wang · Wei Dai · Mingxuan Wang · Shitong Qin · Ziwei Zhao
Intelligent education systems often collect exam sheets as in-the-wild photos. These photos often suffer from distortions and noise caused by handwriting and occlusions, collectively referred to as Real-World Degraded Exam Images (RDEI). Structure-preserving reconstruction is key to converting RD...
Qiyue Su · Hang Gu · Zhiguang Wang · Teng Wang · Zhendong Zheng · Qianyu Cheng · Lei Gong · Chao Wang
Scoring models such as click-through rate (CTR) prediction underpin recommendation and advertising systems, but their features are highly sensitive, making plaintext cloud inference risky. Fully homomorphic encryption (FHE) enables inference directly on ciphertexts, yet homomorphic computation is...
Cheng Tang · Guochong Sui · Wenqi Lou · Zihan Wang · Jiayi Tuo · Wenqian Xie · Yinkang Gao · Yixuan Zhu · Lei Gong · Chao Wang · Xuehai Zhou