袁子轩｜湖北大学｜学者主页

2026

Beyond Black Boxes: An Energy-Based Unified Framework for Interpretable Stock Selection

Junren Xiao, Ruiyao Miao, Zixuan Yuan, Hui Xiong

Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2

DOI

2025

公共安全治理中监督过失犯归责模式的反思与调整

袁子轩

《贵州社会科学》，No. 6

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2024

AlphaVC: A Reinforcement Learning-based Venture Capital Investment Strategy

Hao Zhong, Zixuan Yuan, Denghui Zhang, Yi Jiang, Shengming Zhang, Hui Xiong

Hawaii International Conference on System Sciences

DOI

2024

LEVER: Online Adaptive Sequence Learning Framework for High-Frequency Trading

Zixuan Yuan, Junming Liu, Hao-Yi Zhou, Denghui Zhang, Hao Liu, Nengjun Zhu, Hui Xiong

IEEE Transactions on Knowledge and Data Engineering

DOI

2024

Self-Paced Unified Representation Learning for Hierarchical Multi-Label Classification

Zixuan Yuan, Hao Liu, Hao-Yi Zhou, Denghui Zhang, Xiao Zhang, Hao Wang, Hui Xiong

AAAI Conference on Artificial Intelligence

DOI

2024

Optimized Cost Per Click in Online Advertising: A Theoretical Analysis

Kai-Chen Zhang, Zixuan Yuan, Hui Xiong

Knowledge Discovery and Data Mining

DOI

2024

Killing Two Birds with One Stone: Cross-modal Reinforced Prompting for Graph and Language Tasks

Wen-Yuan Jiang, Wenwei Wu, Le Zhang, Zixuan Yuan, Jian Xiang, Jing-Bo Zhou, Hui Xiong

Knowledge Discovery and Data Mining

DOI

2023

The Impact of Generative Artificial Intelligence on Market Equilibrium: Evidence from a Natural Experiment

Kai-Chen Zhang, Zixuan Yuan, Hui Xiong

Workshop on Internet and Network Economics

DOI

2023

Multi-Faceted Knowledge-Driven Pre-Training for Product Representation Learning

Denghui Zhang, Yanchi Liu, Zixuan Yuan, Yanjie Fu, Haifeng Chen, Hui Xiong

IEEE Transactions on Knowledge and Data Engineering

DOI

2023

Earnings Call Analysis Using a Sparse Attention Based Encoder and Multi-Source Counterfactual Augmentation

Zixuan Yuan, Ya-Da Zhu, Wei Zhang, Hui Xiong

International Conference on AI in Finance

DOI

2022

从控制到保障：我国网络犯罪刑事治理的应然转向

袁子轩

《湖北大学学报：哲学社会科学版》，Vol. 49, No. 5

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2021

Incremental Spatio-Temporal Graph Learning for Online Query-POI Matching

Zixuan Yuan, Hao Liu, Junming Liu, Yanchi Liu, Yang Yang, Renjun Hu, Hui Xiong

The Web Conference

DOI

2021

Domain-oriented Language Modeling with Adaptive Hybrid Masking and Optimal Transport Alignment

Denghui Zhang, Zixuan Yuan, Yanchi Liu, Hao Liu, Fu-Zhen Zhuang, Hui Xiong, Hai-Feng Chen

Knowledge Discovery and Data Mining

DOI

2021

Learning to Walk with Dual Agents for Knowledge Graph Reasoning

Denghui Zhang, Zixuan Yuan, Hao Liu, Xiaodong Lin, Hui Xiong

AAAI Conference on Artificial Intelligence

DOI

2021

Multi-Domain Transformer-Based Counterfactual Augmentation for Earnings Call Analysis

Zixuan Yuan, Ya-Da Zhu, Wei Zhang, Ziming Huang, Guang-Nan Ye, Hui Xiong

arXiv.org

2021

Self-Supervised Prototype Representation Learning for Event-Based Corporate Profiling

Zixuan Yuan, Hao Liu, Renjun Hu, Denghui Zhang, Hui Xiong

AAAI Conference on Artificial Intelligence

DOI

2021

Scalable Heterogeneous Graph Neural Networks for Predicting High-potential Early-stage Startups

Shengming Zhang, Hao Zhong, Zixuan Yuan, Hui Xiong

Knowledge Discovery and Data Mining

DOI

2021

Learning Graph Structures With Transformer for Multivariate Time-Series Anomaly Detection in IoT

Zekai Chen, Dingshuo Chen, Xiao Zhang, Zixuan Yuan, Xiu-Zhen Cheng

IEEE Internet of Things Journal

DOI

2020

“智慧检务”的推进路径及体系建设

袁子轩

《学术前沿》，No. 9

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2020

Spatio-Temporal Dual Graph Attention Network for Query-POI Matching

Zixuan Yuan, Hao Liu, Yanchi Liu, Denghui Zhang, Fei Yi, Nengjun Zhu, Hui Xiong

Annual International ACM SIGIR Conference on Research and Development in Information Retrieval

DOI

袁子轩

精选作品

期刊论文

Beyond Black Boxes: An Energy-Based Unified Framework for Interpretable Stock Selection

公共安全治理中监督过失犯归责模式的反思与调整

AlphaVC: A Reinforcement Learning-based Venture Capital Investment Strategy

LEVER: Online Adaptive Sequence Learning Framework for High-Frequency Trading

Self-Paced Unified Representation Learning for Hierarchical Multi-Label Classification

Optimized Cost Per Click in Online Advertising: A Theoretical Analysis

Killing Two Birds with One Stone: Cross-modal Reinforced Prompting for Graph and Language Tasks

The Impact of Generative Artificial Intelligence on Market Equilibrium: Evidence from a Natural Experiment

Multi-Faceted Knowledge-Driven Pre-Training for Product Representation Learning

Earnings Call Analysis Using a Sparse Attention Based Encoder and Multi-Source Counterfactual Augmentation

从控制到保障：我国网络犯罪刑事治理的应然转向

Incremental Spatio-Temporal Graph Learning for Online Query-POI Matching

Domain-oriented Language Modeling with Adaptive Hybrid Masking and Optimal Transport Alignment

Learning to Walk with Dual Agents for Knowledge Graph Reasoning

Multi-Domain Transformer-Based Counterfactual Augmentation for Earnings Call Analysis

Self-Supervised Prototype Representation Learning for Event-Based Corporate Profiling

Scalable Heterogeneous Graph Neural Networks for Predicting High-potential Early-stage Startups

Learning Graph Structures With Transformer for Multivariate Time-Series Anomaly Detection in IoT

“智慧检务”的推进路径及体系建设

Spatio-Temporal Dual Graph Attention Network for Query-POI Matching

预印本

E-BERT: A Phrase and Product Knowledge Enhanced Language Model for E-commerce