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AAAI 2025 Workshop CoLoRAI Submissions
FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation on GPUs
AAAI 2025 Workshop CoLoRAI Submission26 Authors
16 Jan 2025 (modified: 03 Feb 2025)
AAAI 2025 Workshop CoLoRAI Submission
Readers:
Everyone
Stochastic Gradient Descent on Tensors with Missing Data
AAAI 2025 Workshop CoLoRAI Submission25 Authors
14 Jan 2025 (modified: 03 Feb 2025)
AAAI 2025 Workshop CoLoRAI Submission
Readers:
Everyone
Low Rank Adaptations for Effective Machine Unlearning
AAAI 2025 Workshop CoLoRAI Submission23 Authors
23 Nov 2024 (modified: 03 Feb 2025)
AAAI 2025 Workshop CoLoRAI Submission
Readers:
Everyone
Scaling up Probabilistic Circuits via Monarch Transformations
AAAI 2025 Workshop CoLoRAI Submission22 Authors
23 Nov 2024 (modified: 03 Feb 2025)
AAAI 2025 Workshop CoLoRAI Submission
Readers:
Everyone
Entropy Coding Compression of Tree Tensor Networks
AAAI 2025 Workshop CoLoRAI Submission21 Authors
23 Nov 2024 (modified: 03 Feb 2025)
AAAI 2025 Workshop CoLoRAI Submission
Readers:
Everyone
A Low-Rank Perspective on Oversmoothing in Graph Neural Networks
AAAI 2025 Workshop CoLoRAI Submission20 Authors
23 Nov 2024 (modified: 03 Feb 2025)
AAAI 2025 Workshop CoLoRAI Submission
Readers:
Everyone
Restructuring Tractable Probabilistic Circuits
AAAI 2025 Workshop CoLoRAI Submission19 Authors
23 Nov 2024 (modified: 03 Feb 2025)
AAAI 2025 Workshop CoLoRAI Submission
Readers:
Everyone
Stochastic Gradient Descent on Tensors with Missing Data
AAAI 2025 Workshop CoLoRAI Submission17 Authors
23 Nov 2024 (modified: 03 Feb 2025)
AAAI 2025 Workshop CoLoRAI Submission
Readers:
Everyone
FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation
AAAI 2025 Workshop CoLoRAI Submission16 Authors
23 Nov 2024 (modified: 03 Feb 2025)
AAAI 2025 Workshop CoLoRAI Submission
Readers:
Everyone
Towards Symmetric Low-Rank Adapters
AAAI 2025 Workshop CoLoRAI Submission15 Authors
22 Nov 2024 (modified: 03 Feb 2025)
AAAI 2025 Workshop CoLoRAI Submission
Readers:
Everyone
Low Tensor Rank Learning of Neural Dynamics
AAAI 2025 Workshop CoLoRAI Submission14 Authors
22 Nov 2024 (modified: 03 Feb 2025)
AAAI 2025 Workshop CoLoRAI Submission
Readers:
Everyone
Low-Rank Adapters Meet Neural Architecture Search for LLM Compression
AAAI 2025 Workshop CoLoRAI Submission13 Authors
22 Nov 2024 (modified: 03 Feb 2025)
AAAI 2025 Workshop CoLoRAI Submission
Readers:
Everyone
Transplanting Knowledge: A Study on Layer-Specific Grafting in LLMs
AAAI 2025 Workshop CoLoRAI Submission12 Authors
22 Nov 2024 (modified: 03 Feb 2025)
AAAI 2025 Workshop CoLoRAI Submission
Readers:
Everyone
Low-rank Finetuning for LLMs is Inherently Unfair
AAAI 2025 Workshop CoLoRAI Submission11 Authors
22 Nov 2024 (modified: 03 Feb 2025)
AAAI 2025 Workshop CoLoRAI Submission
Readers:
Everyone
On Faster Marginalization with Squared Circuits via Orthonormalization
AAAI 2025 Workshop CoLoRAI Submission10 Authors
22 Nov 2024 (modified: 03 Feb 2025)
AAAI 2025 Workshop CoLoRAI Submission
Readers:
Everyone
KLay: Accelerating Sparse Arithmetic Circuits
AAAI 2025 Workshop CoLoRAI Submission9 Authors
22 Nov 2024 (modified: 03 Feb 2025)
AAAI 2025 Workshop CoLoRAI Submission
Readers:
Everyone
Compositionality Unlocks Deep Interpretable Models
AAAI 2025 Workshop CoLoRAI Submission8 Authors
22 Nov 2024 (modified: 03 Feb 2025)
AAAI 2025 Workshop CoLoRAI Submission
Readers:
Everyone
Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models
AAAI 2025 Workshop CoLoRAI Submission7 Authors
22 Nov 2024 (modified: 03 Feb 2025)
AAAI 2025 Workshop CoLoRAI Submission
Readers:
Everyone
Reinforcement Learning for Quantum Circuit Design: Using Matrix Representations
AAAI 2025 Workshop CoLoRAI Submission6 Authors
22 Nov 2024 (modified: 03 Feb 2025)
AAAI 2025 Workshop CoLoRAI Submission
Readers:
Everyone
Privacy-Preserving Low-Rank Adaptation Against Membership Inference Attacks for Latent Diffusion Models
AAAI 2025 Workshop CoLoRAI Submission5 Authors
20 Nov 2024 (modified: 03 Feb 2025)
AAAI 2025 Workshop CoLoRAI Submission
Readers:
Everyone
Non-negative Tensor Low-rank Decompositions Through the Lens of Information Geometry
AAAI 2025 Workshop CoLoRAI Submission4 Authors
19 Nov 2024 (modified: 03 Feb 2025)
AAAI 2025 Workshop CoLoRAI Submission
Readers:
Everyone
VB-LoRA: Extreme Parameter Efficient Fine-Tuning with Vector Banks
AAAI 2025 Workshop CoLoRAI Submission3 Authors
19 Nov 2024 (modified: 03 Feb 2025)
AAAI 2025 Workshop CoLoRAI Submission
Readers:
Everyone
LoRA-Mini : Adaptation Matrices Decomposition and Selective Training
AAAI 2025 Workshop CoLoRAI Submission2 Authors
15 Nov 2024 (modified: 03 Feb 2025)
AAAI 2025 Workshop CoLoRAI Submission
Readers:
Everyone
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