Giorgos Iacovides

According to our database, Giorgos Iacovides authored at least 12 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

KromHC: Manifold-Constrained Hyper-Connections with Kronecker-Product Residual Matrices.

Wuyang Zhou, Yuxuan Gu, Giorgos Iacovides, Danilo P. Mandic

CoRR, January, 2026

2025

RefineBridge: Generative Bridge Models Improve Financial Forecasting by Foundation Models.

Anthony Bolton, Wuyang Zhou, Zehua Chen, Giorgos Iacovides, Danilo P. Mandic

CoRR, December, 2025

Demystifying Encoder-Decoder Neural Networks: Correncoder for Regression via Latent Spaces [Lecture Notes].

Harry J. Davies, Giorgos Iacovides, Wuyang Zhou, Anthony G. Constantinides, Danilo P. Mandic

IEEE Signal Process. Mag., September, 2025

TeRA: Vector-based Random Tensor Network for High-Rank Adaptation of Large Language Models.

Yuxuan Gu, Wuyang Zhou, Giorgos Iacovides, Danilo P. Mandic

CoRR, September, 2025

Understanding the Rank of Tensor Networks via an Intuitive Example-Driven Approach.

Wuyang Zhou, Giorgos Iacovides, Kriton Konstantinidis, Ilya Kisil, Danilo P. Mandic

CoRR, July, 2025

Domain-Aware Tensor Network Structure Search.

Giorgos Iacovides, Wuyang Zhou, Chao Li, Qibin Zhao, Danilo P. Mandic

CoRR, May, 2025

TensorLLM: Tensorising Multi-Head Attention for Enhanced Reasoning and Compression in LLMs.

Yuxuan Gu, Wuyang Zhou, Giorgos Iacovides, Danilo P. Mandic

Proceedings of the International Joint Conference on Neural Networks, 2025

FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs.

Giorgos Iacovides, Wuyang Zhou, Danilo P. Mandic

Proceedings of the 6th ACM International Conference on AI in Finance, 2025

2024

Targeted Angular Reversal of Weights (TARS) for Knowledge Removal in Large Language Models.

Harry J. Davies, Giorgos Iacovides, Danilo P. Mandic

CoRR, 2024

Towards LLM-guided Efficient and Interpretable Multi-linear Tensor Network Rank Selection.

Giorgos Iacovides, Wuyang Zhou, Danilo P. Mandic

CoRR, 2024

FinLlama: Financial Sentiment Classification for Algorithmic Trading Applications.

Thanos Konstantinidis, Giorgos Iacovides, Mingxue Xu, Tony G. Constantinides, Danilo P. Mandic

CoRR, 2024

FinLlama: LLM-Based Financial Sentiment Analysis for Algorithmic Trading.

Giorgos Iacovides, Thanos Konstantinidis, Mingxue Xu, Danilo P. Mandic

Proceedings of the 5th ACM International Conference on AI in Finance, 2024