Towards Constraint-Based Adaptive Hypergraph Learning for Solving Vehicle Routing: An End-to-End Solution

Authors: Wang, Zhenwei, Bai, Ruibin, Zhang, Tiehua

Subject Terms: Computer Science - Machine Learning, Computer Science - Neural and Evolutionary Computing

Access URL: http://arxiv.org/abs/2503.10421

Grey-Box Fuzzing in Constrained Ultra-Large Systems: Lessons for SE Community

Authors: Yu, Jiazhao, Tu, Yanlun, Zhang, Zhanlei, Zhang, Tiehua, Xu, Cheng, Wu, Weigang, Kang, Hong Jin, Zheng, Xi

Subject Terms: Computer Science - Software Engineering

Access URL: http://arxiv.org/abs/2501.10269

GRL-Prompt: Towards Knowledge Graph based Prompt Optimization via Reinforcement Learning

Authors: Liu, Yuze, Liu, Tingjie, Zhang, Tiehua, Xia, Youhua, Wang, Jinze, Shen, Zhishu, Jin, Jiong, Yu, Fei Richard

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2411.14479

Collaborative UAVs Multi-task Video Processing Optimization Based on Enhanced Distributed Actor-Critic Networks

Authors: Rong, Ziqi, Zheng, Qiushi, Shen, Zhishu, Li, Xiaolong, Zhang, Tiehua, Lei, Zheng, Jin, Jiong

Subject Terms: Computer Science - Distributed, Parallel, and Cluster Computing

Access URL: http://arxiv.org/abs/2411.10815

Leveraging Auxiliary Task Relevance for Enhanced Bearing Fault Diagnosis through Curriculum Meta-learning

Authors: Wang, Jinze, Jin, Jiong, Zhang, Tiehua, Chai, Boon Xian, Di Pietro, Adriano, Georgakopoulos, Dimitrios

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2410.20351

UnSeg: One Universal Unlearnable Example Generator is Enough against All Image Segmentation

Authors: Sun, Ye, Zhang, Hao, Zhang, Tiehua, Ma, Xingjun, Jiang, Yu-Gang

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Cryptography and Security, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2410.09909

Exploiting Spatial-Temporal Data for Sleep Stage Classification via Hypergraph Learning

Authors: Liu, Yuze, Zhao, Ziming, Zhang, Tiehua, Wang, Kang, Chen, Xin, Huang, Xiaowei, Yin, Jun, Shen, Zhishu

Source: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Acoustics, Speech and Signal Processing (ICASSP), ICASSP 2024 - 2024 IEEE International Conference on. :5430-5434 Apr, 2024

Relation: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

HyperSMOTE: A Hypergraph-based Oversampling Approach for Imbalanced Node Classifications

Authors: Zhao, Ziming, Zhang, Tiehua, Yi, Zijian, Shen, Zhishu

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2409.05402

Towards Multi-agent Policy-based Directed Hypergraph Learning for Traffic Signal Control

Authors: Wang, Kang, Shen, Zhishu, Wang, Zhenwei, Zhang, Tiehua

Subject Terms: Computer Science - Multiagent Systems

Access URL: http://arxiv.org/abs/2409.05037

Multimodal Fusion via Hypergraph Autoencoder and Contrastive Learning for Emotion Recognition in Conversation

Authors: Yi, Zijian, Zhao, Ziming, Shen, Zhishu, Zhang, Tiehua

Subject Terms: Computer Science - Multimedia

Access URL: http://arxiv.org/abs/2408.00970

Towards Secure and Efficient Data Scheduling for Vehicular Social Networks

Authors: Xia, Youhua, Zhang, Tiehua, Jin, Jiong, He, Ying, Yu, Fei

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2407.00141

CHASE: A Causal Heterogeneous Graph based Framework for Root Cause Analysis in Multimodal Microservice Systems

Authors: Zhao, Ziming, Zhang, Tiehua, Shen, Zhishu, Dong, Hai, Ma, Xingjun, Liu, Xianhui, Yang, Yun

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2406.19711

GASE: Graph Attention Sampling with Edges Fusion for Solving Vehicle Routing Problems

Authors: Wang, Zhenwei, Bai, Ruibin, Khan, Fazlullah, Ozcan, Ender, Zhang, Tiehua

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2405.12475

Towards Multi-agent Reinforcement Learning based Traffic Signal Control through Spatio-temporal Hypergraphs

Authors: Wang, Kang, Shen, Zhishu, Lei, Zhen, Zhang, Tiehua

Subject Terms: Computer Science - Multiagent Systems, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2404.11014

DCMT: A Direct Entire-Space Causal Multi-Task Framework for Post-Click Conversion Estimation

Authors: Zhu, Feng, Zhong, Mingjie, Yang, Xinxing, Li, Longfei, Yu, Lu, Zhang, Tiehua, Zhou, Jun, Chen, Chaochao, Wu, Fei, Liu, Guanfeng, Wang, Yan

Source: 2023 IEEE 39th International Conference on Data Engineering (ICDE) ICDE Data Engineering (ICDE), 2023 IEEE 39th International Conference on. :3113-3125 Apr, 2023

Relation: 2023 IEEE 39th International Conference on Data Engineering (ICDE)

Exploiting Spatial-temporal Data for Sleep Stage Classification via Hypergraph Learning

Authors: Liu, Yuze, Zhao, Ziming, Zhang, Tiehua, Wang, Kang, Chen, Xin, Huang, Xiaowei, Yin, Jun, Shen, Zhishu

Subject Terms: Computer Science - Machine Learning, Electrical Engineering and Systems Science - Signal Processing

Access URL: http://arxiv.org/abs/2309.02124

Learning from Heterogeneity: A Dynamic Learning Framework for Hypergraphs

Authors: Zhang, Tiehua, Liu, Yuze, Shen, Zhishu, Ma, Xingjun, Qi, Peng, Ding, Zhijun, Jin, Jiong

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2307.03411

Growth and exopolysaccharide production by Streptococcus thermophilus ST1 in skim milk

Authors: Zhang, Tiehua, Zhang, Chunhong, Li, Shengyu, Zhang, Yanchun, Yang, Zhennai

Source: Brazilian Journal of Microbiology. December 2011 42(4)

Subject Terms: Exopolysaccharide, Streptococcus thermophilus ST1, Skim milk

File Description: text/html

Access URL: http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1517-83822011000400033

DSHGT: Dual-Supervisors Heterogeneous Graph Transformer -- A pioneer study of using heterogeneous graph learning for detecting software vulnerabilities

Authors: Zhang, Tiehua, Xu, Rui, Zhang, Jianping, Liu, Yuze, Chen, Xin, Yin, Jun, Zheng, Xi

Subject Terms: Computer Science - Software Engineering, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2306.01376

Towards Relation-centered Pooling and Convolution for Heterogeneous Graph Learning Networks

Authors: Zhang, Tiehua, Liu, Yuze, Yao, Yao, Xia, Youhua, Chen, Xin, Huang, Xiaowei, Jin, Jiong

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2210.17142