Teaching MLPs to Master Heterogeneous Graph-Structured Knowledge for Efficient and Accurate Inferenceby Yunhui Liu, Xinyi…
Identity Preserving 3D Head Stylization with Multiview Score Distillationby Bahri Batuhan Bilecen, Ahmet Berke Gokmen,…
MERLOT: A Distilled LLM-based Mixture-of-Experts Framework for Scalable Encrypted Traffic Classificationby Yuxuan Chen, Rongpeng Li,…
Data-to-Model Distillation: Data-Efficient Learning Frameworkby Ahmad Sajedi, Samir Khaki, Lucy Z. Liu, Ehsan Amjadian, Yuri…
Distill the Best, Ignore the Rest: Improving Dataset Distillation with Loss-Value-Based Pruningby Brian B. Moser,…
Dataset Distillers Are Good Label Denoisers In the Wildby Lechao Cheng, Kaifeng Chen, Jiyang Li,…
METEOR: Evolutionary Journey of Large Language Models from Guidance to Self-Growthby Jiawei Li, Xiaoang Xu,…
Few-shot Model Extraction Attacks against Sequential Recommender Systemsby Hui Zhang, Fu LiuFirst submitted to arxiv…
AmoebaLLM: Constructing Any-Shape Large Language Models for Efficient and Instant Deploymentby Yonggan Fu, Zhongzhi Yu,…
Framework for Co-distillation Driven Federated Learning to Address Class Imbalance in Healthcareby Suraj Racha, Shubh…