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Workshop
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On the Implicit Relation between Low-Rank Adaptation and Differential Privacy
Saber Malekmohammadi · Golnoosh Farnadi
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Poster
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Thu 11:00
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Pre-Trained Multi-Goal Transformers with Prompt Optimization for Efficient Online Adaptation
Haoqi Yuan · Yuhui Fu · Feiyang Xie · Zongqing Lu
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Poster
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Wed 16:30
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Towards Efficient and Optimal Covariance-Adaptive Algorithms for Combinatorial Semi-Bandits
Julien Zhou · Pierre Gaillard · Thibaud Rahier · Houssam Zenati · Julyan Arbel
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Poster
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Wed 16:30
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Layer-Adaptive State Pruning for Deep State Space Models
Minseon Gwak · Seongrok Moon · Joohwan Ko · PooGyeon Park
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Workshop
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Zer0-Jack: A memory-efficient gradient-based jailbreaking method for black box Multi-modal Large Language Models
Tiejin Chen · Kaishen Wang · Hua Wei
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Workshop
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UnoLoRA: Single Low-Rank Adaptation for Efficient Multitask Fine-tuning
Akash Kamalesh · Anirudh Lakhotia · Nischal S · Prerana Sanjay Kulkarni · Gowri Srinivasa
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Workshop
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Layer-Importance guided Adaptive Quantization for Efficient Speech Emotion Recognition
Tushar Shinde · RITIKA JAIN · Avinash Kumar Sharma
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Poster
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Thu 16:30
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Efficient Multi-task LLM Quantization and Serving for Multiple LoRA Adapters
Yifei Xia · Fangcheng Fu · Wentao Zhang · Jiawei Jiang · Bin CUI
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Affinity Event
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Adaptive LoRA Merging for Efficient Domain Incremental Learning
Luigi Quarantiello · Eric Nuertey Coleman · Julio Hurtado · Vincenzo Lomonaco
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Workshop
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Adaptive LoRA Merging for Efficient Domain Incremental Learning
Eric Nuertey Coleman · Luigi Quarantiello · Julio Hurtado · Vincenzo Lomonaco
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Workshop
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Dual-Model Distillation for Efficient Action Classification with Hybrid Edge-Cloud Solution
Timothy Wei · Hsien Xin Peng · Elaine Xu · Bryan Zhao · Lei Ding · Diji Yang
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Poster
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Thu 16:30
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Adaptive Exploration for Data-Efficient General Value Function Evaluations
Arushi Jain · Josiah Hanna · Doina Precup
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