Domain-Aware Tensor Network Structure Search
Fuente:
arXiv
Saved in:
| Main Authors: | Iacovides, Giorgos, Zhou, Wuyang, Li, Chao, Zhao, Qibin, Mandic, Danilo |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
TensorLLM: Tensorising Multi-Head Attention for Enhanced Reasoning and Compression in LLMs
by: Gu, Yuxuan, et al.
Published: (2025)
by: Gu, Yuxuan, et al.
Published: (2025)
FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs
by: Iacovides, Giorgos, et al.
Published: (2025)
by: Iacovides, Giorgos, et al.
Published: (2025)
KromHC: Manifold-Constrained Hyper-Connections with Kronecker-Product Residual Matrices
by: Zhou, Wuyang, et al.
Published: (2026)
by: Zhou, Wuyang, et al.
Published: (2026)
Towards LLM-guided Efficient and Interpretable Multi-linear Tensor Network Rank Selection
by: Iacovides, Giorgos, et al.
Published: (2024)
by: Iacovides, Giorgos, et al.
Published: (2024)
TeRA: Vector-based Random Tensor Network for High-Rank Adaptation of Large Language Models
by: Gu, Yuxuan, et al.
Published: (2025)
by: Gu, Yuxuan, et al.
Published: (2025)
Understanding the Rank of Tensor Networks via an Intuitive Example-Driven Approach
by: Zhou, Wuyang, et al.
Published: (2025)
by: Zhou, Wuyang, et al.
Published: (2025)
RefineBridge: Generative Bridge Models Improve Financial Forecasting by Foundation Models
by: Bolton, Anthony, et al.
Published: (2025)
by: Bolton, Anthony, et al.
Published: (2025)
tnGPS: Discovering Unknown Tensor Network Structure Search Algorithms via Large Language Models (LLMs)
by: Zeng, Junhua, et al.
Published: (2024)
by: Zeng, Junhua, et al.
Published: (2024)
FinLlama: Financial Sentiment Classification for Algorithmic Trading Applications
by: Konstantinidis, Thanos, et al.
Published: (2024)
by: Konstantinidis, Thanos, et al.
Published: (2024)
Targeted Angular Reversal of Weights (TARS) for Knowledge Removal in Large Language Models
by: Davies, Harry J., et al.
Published: (2024)
by: Davies, Harry J., et al.
Published: (2024)
TensorGPT: Efficient Compression of Large Language Models based on Tensor-Train Decomposition
by: Xu, Mingxue, et al.
Published: (2023)
by: Xu, Mingxue, et al.
Published: (2023)
Geometry is All You Need: A Unified Taxonomy of Matrix and Tensor Factorization for Compression of Generative Language Models
by: Xu, Mingxue, et al.
Published: (2024)
by: Xu, Mingxue, et al.
Published: (2024)
TensorSLM: Energy-efficient Embedding Compression of Sub-billion Parameter Language Models on Low-end Devices
by: Xu, Mingxue, et al.
Published: (2025)
by: Xu, Mingxue, et al.
Published: (2025)
EpilepsyLLM: Domain-Specific Large Language Model Fine-tuned with Epilepsy Medical Knowledge
by: Zhao, Xuyang, et al.
Published: (2024)
by: Zhao, Xuyang, et al.
Published: (2024)
Tensor Star Tensor Decomposition and Its Applications to Higher-order Compression and Completion
by: Zhou, Wuyang, et al.
Published: (2024)
by: Zhou, Wuyang, et al.
Published: (2024)
SVDinsTN: A Tensor Network Paradigm for Efficient Structure Search from Regularized Modeling Perspective
by: Zheng, Yu-Bang, et al.
Published: (2023)
by: Zheng, Yu-Bang, et al.
Published: (2023)
Confidence-Aware Sub-Structure Beam Search (CABS): Mitigating Hallucination in Structured Data Generation with Large Language Models
by: Wei, Chengwei, et al.
Published: (2024)
by: Wei, Chengwei, et al.
Published: (2024)
Don't Rank, Combine! Combining Machine Translation Hypotheses Using Quality Estimation
by: Vernikos, Giorgos, et al.
Published: (2024)
by: Vernikos, Giorgos, et al.
Published: (2024)
ORCE: Order-Aware Alignment of Verbalized Confidence in Large Language Models
by: Li, Chen, et al.
Published: (2026)
by: Li, Chen, et al.
Published: (2026)
EfficientXpert: Efficient Domain Adaptation for Large Language Models via Propagation-Aware Pruning
by: Zhao, Songlin, et al.
Published: (2025)
by: Zhao, Songlin, et al.
Published: (2025)
CIEGAD: Cluster-Conditioned Interpolative and Extrapolative Framework for Geometry-Aware and Domain-Aligned Data Augmentation
by: Inoshita, Keito, et al.
Published: (2025)
by: Inoshita, Keito, et al.
Published: (2025)
CF-GO-Net: A Universal Distribution Learner via Characteristic Function Networks with Graph Optimizers
by: Yu, Zeyang, et al.
Published: (2024)
by: Yu, Zeyang, et al.
Published: (2024)
DISCO Balances the Scales: Adaptive Domain- and Difficulty-Aware Reinforcement Learning on Imbalanced Data
by: Zhou, Yuhang, et al.
Published: (2025)
by: Zhou, Yuhang, et al.
Published: (2025)
Saten: Sparse Augmented Tensor Networks for Post-Training Compression of Large Language Models
by: Solgi, Ryan, et al.
Published: (2025)
by: Solgi, Ryan, et al.
Published: (2025)
Structured Unitary Tensor Network Representations for Circuit-Efficient Quantum Data Encoding
by: Lin, Guang, et al.
Published: (2026)
by: Lin, Guang, et al.
Published: (2026)
STEP: Scientific Time-Series Encoder Pretraining via Cross-Domain Distillation
by: Zhang, Chen, et al.
Published: (2026)
by: Zhang, Chen, et al.
Published: (2026)
Weak-to-Strong Search: Align Large Language Models via Searching over Small Language Models
by: Zhou, Zhanhui, et al.
Published: (2024)
by: Zhou, Zhanhui, et al.
Published: (2024)
Symbolic Prompt Program Search: A Structure-Aware Approach to Efficient Compile-Time Prompt Optimization
by: Schnabel, Tobias, et al.
Published: (2024)
by: Schnabel, Tobias, et al.
Published: (2024)
Relation-Aware Network with Attention-Based Loss for Few-Shot Knowledge Graph Completion
by: Qiao, Qiao, et al.
Published: (2023)
by: Qiao, Qiao, et al.
Published: (2023)
Tensor Networks Meet Neural Networks: A Survey and Future Perspectives
by: Wang, Maolin, et al.
Published: (2023)
by: Wang, Maolin, et al.
Published: (2023)
Stochastic Adversarial Networks for Multi-Domain Text Classification
by: Wang, Xu, et al.
Published: (2024)
by: Wang, Xu, et al.
Published: (2024)
Domain-Adaptive Small Language Models for Structured Tax Code Prediction
by: Nath, Souvik, et al.
Published: (2025)
by: Nath, Souvik, et al.
Published: (2025)
PMSS: Pretrained Matrices Skeleton Selection for LLM Fine-tuning
by: Wang, Qibin, et al.
Published: (2024)
by: Wang, Qibin, et al.
Published: (2024)
Time-MMD: Multi-Domain Multimodal Dataset for Time Series Analysis
by: Liu, Haoxin, et al.
Published: (2024)
by: Liu, Haoxin, et al.
Published: (2024)
Structural Pruning of Pre-trained Language Models via Neural Architecture Search
by: Klein, Aaron, et al.
Published: (2024)
by: Klein, Aaron, et al.
Published: (2024)
Structure-Aware RAG: Structured Retrieval Augmented Generation from Noisy Data for Conversational Agents
by: Han, Kaiqiao, et al.
Published: (2026)
by: Han, Kaiqiao, et al.
Published: (2026)
Rethinking Attention: Exploring Shallow Feed-Forward Neural Networks as an Alternative to Attention Layers in Transformers
by: Bozic, Vukasin, et al.
Published: (2023)
by: Bozic, Vukasin, et al.
Published: (2023)
AdaLRS: Loss-Guided Adaptive Learning Rate Search for Efficient Foundation Model Pretraining
by: Dong, Hongyuan, et al.
Published: (2025)
by: Dong, Hongyuan, et al.
Published: (2025)
Stratified GRPO: Handling Structural Heterogeneity in Reinforcement Learning of LLM Search Agents
by: Zhu, Mingkang, et al.
Published: (2025)
by: Zhu, Mingkang, et al.
Published: (2025)
Lean Refactor: Multi-Objective Controllable Proof Optimization via Agentic Strategy Search
by: Lu, Jialin, et al.
Published: (2026)
by: Lu, Jialin, et al.
Published: (2026)
Similar Items
-
TensorLLM: Tensorising Multi-Head Attention for Enhanced Reasoning and Compression in LLMs
by: Gu, Yuxuan, et al.
Published: (2025) -
FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs
by: Iacovides, Giorgos, et al.
Published: (2025) -
KromHC: Manifold-Constrained Hyper-Connections with Kronecker-Product Residual Matrices
by: Zhou, Wuyang, et al.
Published: (2026) -
Towards LLM-guided Efficient and Interpretable Multi-linear Tensor Network Rank Selection
by: Iacovides, Giorgos, et al.
Published: (2024) -
TeRA: Vector-based Random Tensor Network for High-Rank Adaptation of Large Language Models
by: Gu, Yuxuan, et al.
Published: (2025)