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Poster
Fri 11:00 Sample and Computationally Efficient Robust Learning of Gaussian Single-Index Models
Puqian Wang · Nikos Zarifis · Ilias Diakonikolas · Jelena Diakonikolas
Workshop
Less is Enough: Adapting Pre-trained Vision Transformers for Audio-Visual Speaker Verification
Gnana Praveen Rajasekhar · MD JAHANGIR ALAM
Poster
Fri 16:30 LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning
Rui Pan · Xiang Liu · SHIZHE DIAO · Renjie Pi · Jipeng Zhang · Chi Han · Tong Zhang
Competition
Sun 9:00 LLM Merging: Building LLMs Efficiently through Merging
Margaret Li · Jiacheng Zhu · Rickard Brüel Gabrielsson · Derek Tam · Mikhail Yurochkin · Colin Raffel · Leshem Choshen
Poster
Wed 16:30 DEX: Data Channel Extension for Efficient CNN Inference on Tiny AI Accelerators
Taesik Gong · Fahim Kawsar · Chulhong Min
Poster
Fri 16:30 Parameter Efficient Adaptation for Image Restoration with Heterogeneous Mixture-of-Experts
Hang Guo · Tao Dai · Yuanchao Bai · Bin Chen · Xudong Ren · Zexuan Zhu · Shu-Tao Xia
Poster
Fri 16:30 ParallelEdits: Efficient Multi-Aspect Text-Driven Image Editing with Attention Grouping
Mingzhen Huang · Jialing Cai · Shan Jia · Vishnu Lokhande · Siwei Lyu
Oral
Wed 16:10 SeeA*: Efficient Exploration-Enhanced A* Search by Selective Sampling
Dengwei Zhao · Shikui Tu · Lei Xu
Poster
Wed 16:30 SeeA*: Efficient Exploration-Enhanced A* Search by Selective Sampling
Dengwei Zhao · Shikui Tu · Lei Xu
Poster
Thu 11:00 Learning to Merge Tokens via Decoupled Embedding for Efficient Vision Transformers
Dong Hoon Lee · Seunghoon Hong
Workshop
Approximations may be all you need: Towards Pre-training LLMs with Low-Rank Decomposition and Optimizers
Namrata Shivagunde · Mayank Kulkarni · Giannis Karamanolakis · Jack FitzGerald · Yannick Versley · Saleh Soltan · Volkan Cevher · Jianhua Lu · Anna Rumshisky
Workshop
Mixture of Experts Enable Efficient and Effective Protein Understanding and Design
Ning Sun · Shuxian Zou · Tianhua Tao · Sazan Mahbub · Xingyi Cheng · Yonghao Zhuang · Hongyi Wang · Eric Xing · Le Song