Workshop on

Tensor Models for Machine Learning:

Empowering Efficiency, lnterpretability, and Reliability

In conjunction with IEEE CAI 2024 @ June 25-27 2024, Singapore (2:30 pm - 6:00 pm Lotus Junior 4E)

Accepted Posters

Computer Vision Based Waste Classification and Management System
Shahriar, Md Fahim

Doubly Accelerated Proximal Gradient for Nonnegative Tensor Decomposition (Spotlight)
Wang, Deqing

Tensor Completion with Adaptive Block Multi-layer Sparsity-based CP Decomposition
Furuhashi, Takanobu; Hontani, Hidekata; Yokota, Tatsuya

Dynamic Hierarchical Quantum Secret Sharing Based on the Multiscale Entanglement Renormalization Ansatz (Spotlight)
Lai, Hong

ADMM-MM Algorithm for General Tensor Decomposition
Mukai, Manabu; Hontani, Hidekata; Yokota, Tatsuya

EM Algorithm for Tensor Network Logistic Regression Based on Polya-Gamma Augmentation (Spotlight, Full Paper was Accepted)
Yamauchi, Naoya; Mizuno, Yuta; Hontani, Hidekata; Yokota, Tatsuya

Discovering More Effective Tensor Network Structure Search Algorithms via Large Language Models (LLMs) (Spotlight)
Li, Chao

Undirected Probabilistic Model for Tensor Decomposition
Tao, Zerui; Tanaka, Toshihisa; Zhao, Qibin

Diffusion Models Demand Contrastive Guidance for Adversarial Purification to Advance
Bai, Mingyuan; Huang, Wei; Li, Tenghui; Wang, Andong; Gao, Junbin; Cesar F Caiafa; Zhao, Qibin

Towards Multi-Mode Outlier Robust Tensor Ring Decomposition
Qiu, Yuning; Zhou, Guoxu; Wang, Andong; Huang, Zhenhao; Zhao, Qibin

ST-SSMs: Spatial-Temporal Selective State of Space Model for Enhanced Traffic Forecasting (Spotlight)
Shao, Zhiqi; Wang, Ze; Bell, Michael; Geers, D. Glenn; Xi, Haoning; Gao, Junbin

Signal detection from dirty world: signal detection from large dimension, small size, and data using tensor decomposition
Yoh-ichi, Mototake; Y-h. Taguchi

The Emergence and Challenges of Diffusion Models in Visual Content Generation (Spotlight)
Zhang, Jianfu

Transformed Low-Rank Parameterization Can Help Robust Generalization for Tensor Neural Networks
Wang, Andong

Reproducibility Analysis for Coupled Tensor Decompositions Based on Federated Learning Results (Spotlight, Full Paper was Accepted)
Cai, Yukai; Liu, Hang; Wang, Xiulin; Cong, Fengyu

Spectral Norm-Driven Perturbation for Effective Adversarial Attack Generation
Sui, Linfeng; Cao, Jianting; Zhao, Qibin; Wang, Andong

F3-DetectNet: Colon Polyp Detection Network based on Feature Focusing and Fusion
Lyu, Yuchao; Cui, Jiachen; Chen, Yufan; Wu, Qiang