AI4X 2025 Conference Submissions

Hyperspectral unmixing for Raman spectroscopy via physics-constrained autoencoders
Dimitar Georgiev, Álvaro Fernández-Galiana, Simon Vilms Pedersen, Georgios Papadopoulos, Ruoxiao Xie, Molly M. Stevens, Mauricio Barahona
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Oral
- Readers: Everyone
ANTIPASTI: interpretable prediction of antibody binding affinity exploiting Normal Modes and Deep Learning
Kevin Michalewicz, Mauricio Barahona, Barbara Bravi
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Oral
- Readers: Everyone
Quantum Networks in 6G Communications: Technologies, Challenges, and Applications
Liangxin Qian, Jun Zhao
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Oral
- Readers: Everyone
Utility-Cost Ratio Maximization in Quantum Networks for Secure Quantum Key Distribution
Liangxin Qian, Jun Zhao
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Poster
- Readers: Everyone
Enhancing quantum adversarial robustness by randomized encodings
Weiyuan Gong, Dong Yuan, Weikang Li, Dong-Ling Deng
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Poster
- Readers: Everyone
CLUE: uncertainty-aware artificial intelligence in materials science
Cibrán López, Edgardo Saucedo, Claudio Cazorla
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Poster
- Readers: Everyone
Finding environmental-friendly chemical synthesis with AI and high-throughput robotics
Vu Van Hao, Khanh-Huyen Bui, Dang Khoa Dang Dinh, Manh Duong-Tuan, Dung D. Le, Nguyen-Dang Tung
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Oral
- Readers: Everyone
Expressibility-induced concentration of quantum neural tangent kernels
Li-Wei Yu, Weikang Li, Qi Ye, Zhide Lu, Zizhao Han, Dong-Ling Deng
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Poster
- Readers: Everyone
APEX: An Automated Cloud-Native Material Property Explorer
Tongqi Wen, Zhuoyuan Li, David Srolovitz
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Poster
- Readers: Everyone
No-Free-Lunch Theories for Tensor-Network Machine Learning Models
Jing-Chuan Wu, Qi Ye, Dong-Ling Deng, Li-Wei Yu
- Published: 21 Apr 2025, Last Modified: 19 Jun 2025
- AI4X 2025 Oral
- Readers: Everyone
Constructing Accurate and Efficient General-Purpose Atomistic Machine Learning Model with Transferable Accuracy for Quantum Chemistry
Yicheng Chen, Wenjie Yan, Zhanfeng Wang, Jianming Wu, Xin Xu
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Poster
- Readers: Everyone