Quantum error mitigation via structural encoding with classical error correction codes

Συγγραφείς: Sohn, IlKwon^{Aff1, IDepjqts40507026004742_cor1}, Lee, Changyeol^Aff1, Song, Wooyeong^Aff1, Bae, Kwangil^Aff1, Lee, Wonhyuk^Aff1

Πηγή: EPJ Quantum Technology. 13(1)

EnCur: Curriculum-based in-context learning with structural encoding for code time complexity prediction

Συγγραφείς: Hahn, Joonghyuk ^a, Aditi ^b, Baik, Seung-Yeop ^a, Park, Shinwoo ^a, Ko, Sang-Ki ^b, Han, Yo-Sub ^{⁎, a}

Πηγή: In Expert Systems With Applications 15 January 2026 296 Part D

HDSE-MS: Tandem Mass Spectrum Prediction for Small Molecules via Hierarchical Distance Structural Encoding

Συγγραφείς: Zhangqiang Liu, Bingyi Wang, Congcong Yang, Nannan Bai, Weihua Li

Πηγή: Analytical Chemistry. 97:27629-27638

Σύνδεσμος πρόσβασης: https://pubmed.ncbi.nlm.nih.gov/41364711

Bridging quantum walks and graph learning: A fusion approach to structural encoding

Συγγραφείς: Yu, Lei ^a, Yang, Linyao ^a, Lv, Jingsong ^b, Chen, Gaoxiang ^{⁎, a}, Zhang, Ning ^{⁎, a}

Πηγή: In Information Fusion December 2026 136

Structural encoding with classical codes for computational-basis bit-flip correction in the early fault-tolerant regime

Συγγραφείς: Sohn, IlKwon, Lee, Changyeol, Song, Wooyeong, Bae, Kwangil, Lee, Wonhyuk

Θεματικοί όροι: Quantum Physics

Σύνδεσμος πρόσβασης: http://arxiv.org/abs/2510.10888

HyperEvent: A Strong Baseline for Dynamic Link Prediction via Relative Structural Encoding

Συγγραφείς: Gao, Jian, Wu, Jianshe, Ding, JingYi

Θεματικοί όροι: Machine Learning

Σύνδεσμος πρόσβασης: http://arxiv.org/abs/2507.11836

Simple Path Structural Encoding for Graph Transformers

Συγγραφείς: Airale, Louis, Longa, Antonio, Rigon, Mattia, Passerini, Andrea, Passerone, Roberto

Θεματικοί όροι: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Σύνδεσμος πρόσβασης: http://arxiv.org/abs/2502.09365

Quantum entropy structural encoding for graph neural networks

Συγγραφείς: Ding, Feng ^a, Wang, Yingbo ^a, Yu, Shuo ^{⁎, b}, Shen, Yanming ^b

Πηγή: In Knowledge-Based Systems 25 November 2025 330 Part B

Direction Aware Positional and Structural Encoding for Directed Graph Neural Networks

Συγγραφείς: Sium, Yonas, Kollias, Georgios, Ide, Tsuyoshi, Das, Payel, Abe, Naoki, Lozano, Aurelie, Li, Qi

Πηγή: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Acoustics, Speech and Signal Processing (ICASSP), ICASSP 2023 - 2023 IEEE International Conference on. :1-5 Jun, 2023

Relation: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Toward Transformer-compatible multivariate time series learning via visibility graph-based structural encoding

Συγγραφείς: Chen, Ting ^{a, b}, Ren, Xinyue ^a, Lai, Jinzhou ^c, Tan, Hongming ^{a, b}, Liu, Fangming ^{b, d}, Chan, Wai Kin Victor ^{⁎, a}

Πηγή: In Knowledge-Based Systems 4 November 2025 329 Part B

Structural Encoding of Liquidity in WLRT: Discrete Configurations and Transition Representation

Συγγραφείς: Popov, Petr

Θεματικοί όροι: system states, discrete systems, liquidity topology, non-equilibrium systems, WLRT, structural dynamics, liquidity encoding

Prediction of CO2 solubility in blended amine solutions using machine learning based on structural encoding

Συγγραφείς: Yu, Yanan ^a, Liu, Bin ^{a, ⁎}, Zhang, Mengjiao ^a, Liu, Zijian ^a, Cui, Zhe ^a, Tian, Wende ^{a, ⁎}, Liang, Zhiwu ^{b, ⁎}

Πηγή: In Chemical Engineering Science 1 October 2025 316

Enhancing graph learning with quantum structural encoding

Συγγραφείς: Yu, Lei ^a, Chen, Gaoxiang ^{a, ⁎}, Chen, Hongyang ^{a, ⁎}, Lv, Jingsong ^b, Yang, Linyao ^a

Πηγή: In Neurocomputing November 2025

Enhanced Graphormer with Image Structural Encoding for Image Classification

Συγγραφείς: Thi Phuong Thao Nguyen, Huu Quynh Nguyen, Tho Thong Nguyen, Minh Huong Ngo, Thi Thu Hieu Pham

Πηγή: PROCEEDINGS OF THE 18th NATIONAL CONFERENCE ON FUNDAMENTAL AND APPLIED INFORMATION TECHNOLOGY RESEARCH.

Rigid facial motion at study facilitates the holistic processing of own-race faces during the structural encoding stage

Συγγραφείς: Lian, Yujing, Zhang, Qi, Yang, Xuexian, Fang, Haiqing, Wang, Hailing ^⁎

Πηγή: In International Journal of Psychophysiology September 2024 203

Document-level relation extraction with structural encoding and entity-pair-level information interaction

Συγγραφείς: Liu, Wanlong, Xiao, Yichen, Cheng, Shaohuan, Zeng, Dingyi, Zhou, Li, Kong, Weishan, Zhang, Malu, Chen, Wenyu ^⁎

Πηγή: In Expert Systems With Applications 5 April 2025 268

Enhancing Graph Transformers with Hierarchical Distance Structural Encoding

Συγγραφείς: Luo, Yuankai, Li, Hongkang, Shi, Lei, Wu, Xiao-Ming

Θεματικοί όροι: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Social and Information Networks

Σύνδεσμος πρόσβασης: http://arxiv.org/abs/2308.11129

Enhancing Graph Transformers with Hierarchical Distance Structural Encoding

Συγγραφείς: Yuankai Luo, Hongkang Li, Lei Shi 0002, Xiao-Ming Wu 0003

Πηγή: Advances in Neural Information Processing Systems 37. :57150-57182

Θεματικοί όροι: 0301 basic medicine, Social and Information Networks (cs.SI), FOS: Computer and information sciences, 0303 health sciences, 03 medical and health sciences, Computer Science - Machine Learning, Artificial Intelligence (cs.AI), Computer Science - Artificial Intelligence, Computer Science - Social and Information Networks, Machine Learning (cs.LG)

Σύνδεσμος πρόσβασης: http://arxiv.org/abs/2308.11129
http://papers.nips.cc/paper_files/paper/2024/hash/68a3919db3858f548dea769f2dbba611-Abstract-Conference.html

Can strong structural encoding reduce the importance of Message Passing?

Συγγραφείς: Eijkelboom, Floor, Bekkers, Erik, Bronstein, Michael, Di Giovanni, Francesco

Πηγή: Proceedings of 2nd Annual Workshop on Topology, Algebra, and Geometry in Machine Learning (TAG-ML), PMLR 221:278-288, 2023

Θεματικοί όροι: Computer Science - Machine Learning

Σύνδεσμος πρόσβασης: http://arxiv.org/abs/2310.15197

Symbolic Mechanics — Volume II: Structural Encoding, Symbolic Weight, and Base-Vector Geometry

Συγγραφείς: Eidos, A.N.

Θεματικοί όροι: seat priority, F-axis, tri-axial load model, early symbolic consolidation, axial curvature, personality geometry, replacement resistance, seat economy, base vector formation, J-axis, internal state architecture, parental symbolic dominance, base-vector geometry, M-axis, symbolic mechanics, formal personality formation, structural encoding, symbolic weight, deterministic personality model, symbolic-computational theory, routing constraints, symbolic routing