AdaZeta: Adaptive Zeroth-Order Tensor-Train Adaption for Memory-Efficient Large Language Models Fine-Tuningby Yifan Yang, Kai Zhen,…
InFiConD: Interactive No-code Fine-tuning with Concept-based Knowledge Distillationby Jinbin Huang, Wenbin He, Liang Gou, Liu…
Mitigate the Gap: Investigating Approaches for Improving Cross-Modal Alignment in CLIPby Sedigheh Eslami, Gerard de…
From Distributional to Overton Pluralism: Investigating Large Language Model Alignmentby Thom Lake, Eunsol Choi, Greg…
FedBiOT: LLM Local Fine-tuning in Federated Learning without Full Modelby Feijie Wu, Zitao Li, Yaliang…
Structured Unrestricted-Rank Matrices for Parameter Efficient Fine-tuningby Arijit Sehanobish, Avinava Dubey, Krzysztof Choromanski, Somnath Basu…
Make Some Noise: Unlocking Language Model Parallel Inference Capability through Noisy Trainingby Yixuan Wang, Xianzhen…
A Comprehensive Solution to Connect Speech Encoder and Large Language Model for ASRby Van Tung…
Retrieval-Augmented Mixture of LoRA Experts for Uploadable Machine Learningby Ziyu Zhao, Leilei Gan, Guoyin Wang,…
Large Language Models for Link Stealing Attacks Against Graph Neural Networksby Faqian Guan, Tianqing Zhu,…