Solving Combinatorial Optimization Problem Over Graph Through QUBO Transformation and Deep Reinforcement Learning

Authors: Pu, Tianle, Chen, Chao, Zeng, Li, Liu, Shixuan, Sun, Rui, Fan, Changjun

Source: 2024 IEEE International Conference on Data Mining (ICDM) ICDM Data Mining (ICDM), 2024 IEEE International Conference on. :390-399 Dec, 2024

Relation: 2024 IEEE International Conference on Data Mining (ICDM)

From Captions to Rewards (CAREVL): Leveraging Large Language Model Experts for Enhanced Reward Modeling in Large Vision-Language Models

Authors: Dai, Muzhi, Sun, Jiashuo, Zhao, Zhiyuan, Liu, Shixuan, Li, Rui, Gao, Junyu, Li, Xuelong

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2503.06260

A Unified Modeling Framework for Automated Penetration Testing

Authors: Wang, Yunfei, Liu, Shixuan, Wang, Wenhao, Zhou, Changling, Zhang, Chao, Jin, Jiandong, Zhu, Cheng

Subject Terms: Computer Science - Artificial Intelligence, Computer Science - Networking and Internet Architecture

Access URL: http://arxiv.org/abs/2502.11588

EvoPath: Evolutionary Meta-path Discovery with Large Language Models for Complex Heterogeneous Information Networks

Authors: Liu, Shixuan, Cheng, Haoxiang, Wang, Yunfei, He, Yue, Fan, Changjun, Liu, Zhong

Subject Terms: Computer Science - Social and Information Networks

Access URL: http://arxiv.org/abs/2501.02192

PentraFormer: Learning Agents for Automated Penetration Testing via Sequence Modeling

Authors: Wang, Yunfei, Liu, Shixuan, Wang, Wenhao, Zhu, Cheng, Fan, Changjun, Huang, Kuihua, Chen, Chao

Source: 2024 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, Physical & Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics ITHINGS-GREENCOM-CPSCOM-SMARTDATA-CYBERMATICS Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, Physical & Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics, 2024 IEEE International Conferences. :551-558 Aug, 2024

Relation: 2024 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, Physical & Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics

LLM4HIN: Discovering Meta-path with Large Language Model for Reasoning on Complex Heterogeneous Information Networks

Authors: Cheng, Haoxiang, Liu, Shixuan, Fan, Changjun, Huang, Kuihua, He, Hua, Wang, Xianghan, Liu, Zhong

Source: 2024 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, Physical & Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics ITHINGS-GREENCOM-CPSCOM-SMARTDATA-CYBERMATICS Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, Physical & Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics, 2024 IEEE International Conferences. :527-534 Aug, 2024

Relation: 2024 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, Physical & Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics

Graph-CoRe: Graph Representation Learning with Contrastive Subgraph Replacement

Authors: Kang, Jie, Liu, Shixuan, Huang, Kuihua, Fan, Changjun, He, Hua, Chen, Chao

Source: 2024 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, Physical & Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics ITHINGS-GREENCOM-CPSCOM-SMARTDATA-CYBERMATICS Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, Physical & Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics, 2024 IEEE International Conferences. :511-518 Aug, 2024

Relation: 2024 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, Physical & Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics

Graph-attention-based Casual Discovery with Trust Region-navigated Clipping Policy Optimization

Authors: Liu, Shixuan, Feng, Yanghe, Wu, Keyu, Cheng, Guangquan, Huang, Jincai, Liu, Zhong

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

Access URL: http://arxiv.org/abs/2412.19578

Map2Text: New Content Generation from Low-Dimensional Visualizations

Authors: Zhang, Xingjian, Xiong, Ziyang, Liu, Shixuan, Xie, Yutong, Ergen, Tolga, Shim, Dongsub, Xu, Hua, Lee, Honglak, Me, Qiaozhu

Subject Terms: Computer Science - Artificial Intelligence, Computer Science - Human-Computer Interaction

Access URL: http://arxiv.org/abs/2412.18673

Research on a direct voltage predicative control strategy for DC Distributed Power-Collecting and Cascaded Voltage-Boosting converter

Authors: Wang, Lijuan, Liu, Shixuan, Xu, Jing, Yan, Shaomin

Source: 2024 36th Chinese Control and Decision Conference (CCDC) Control and Decision Conference (CCDC), 2024 36th Chinese. :2911-2915 May, 2024

Relation: 2024 36th Chinese Control and Decision Conference (CCDC)

Research on Direct Speed Sliding Mode Control for PMSG

Authors: Wang, Lijuan, Wang, Wenyan, Liu, Shixuan, Yan, Shaomin

Source: 2024 36th Chinese Control and Decision Conference (CCDC) Control and Decision Conference (CCDC), 2024 36th Chinese. :2916-2920 May, 2024

Relation: 2024 36th Chinese Control and Decision Conference (CCDC)

$\texttt{dattri}$: A Library for Efficient Data Attribution

Authors: Deng, Junwei, Li, Ting-Wei, Zhang, Shiyuan, Liu, Shixuan, Pan, Yijun, Huang, Hao, Wang, Xinhe, Hu, Pingbang, Zhang, Xingjian, Ma, Jiaqi W.

Subject Terms: Computer Science - Machine Learning, Computer Science - Computers and Society

Access URL: http://arxiv.org/abs/2410.04555

Circularly Polarized Microstrip Slot Phased Array Antenna Integrated with Solar Cells

Authors: Xiao, Zhihai, Chen, Qian, Qiao, Zilin, Liu, Shixuan, Feng, Sheng, Zhou, Xiangyu, Huang, Zhixiang

Source: 2024 International Conference on Microwave and Millimeter Wave Technology (ICMMT) Microwave and Millimeter Wave Technology (ICMMT), 2024 International Conference on. 1:1-3 May, 2024

Relation: 2024 International Conference on Microwave and Millimeter Wave Technology (ICMMT)

Towards Intelligent Training Systems for Customer Service

Authors: Song, Shuangyong, Liu, Shixuan

Source: 2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC) Systems, Man, and Cybernetics (SMC), 2023 IEEE International Conference on. :987-992 Oct, 2023

Relation: 2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC)

Spatial-Temporal Attention Graph WaveNet for Traffic Forecasting

Authors: Liu, Shixuan, Zhu, Jijun, Lei, Wei, Zhang, Ping

Source: 2023 5th International Conference on Data-driven Optimization of Complex Systems (DOCS) Data-driven Optimization of Complex Systems (DOCS), 2023 5th International Conference on. :1-8 Sep, 2023

Relation: 2023 5th International Conference on Data-driven Optimization of Complex Systems (DOCS)

TeleChat Technical Report

Authors: He, Zhongjiang, Wang, Zihan, Liu, Xinzhang, Liu, Shixuan, Yao, Yitong, Huang, Yuyao, Li, Xuelong, Li, Yongxiang, Che, Zhonghao, Zhang, Zhaoxi, Wang, Yan, Wang, Xin, Pu, Luwen, Xu, Huinan, Fang, Ruiyu, Zhao, Yu, Zhang, Jie, Huang, Xiaomeng, Lu, Zhilong, Peng, Jiaxin, Zheng, Wenjun, Wang, Shiquan, Yang, Bingkai, he, Xuewei, Jiang, Zhuoru, Xie, Qiyi, Zhang, Yanhan, Li, Zhongqiu, Shi, Lingling, Fu, Weiwei, Zhang, Yin, Huang, Zilu, Xiong, Sishi, Zhang, Yuxiang, Wang, Chao, Song, Shuangyong

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, I.2.7

Access URL: http://arxiv.org/abs/2401.03804

The Expressive Power of Graph Neural Networks: A Survey

Authors: Zhang, Bingxu, Fan, Changjun, Liu, Shixuan, Huang, Kuihua, Zhao, Xiang, Huang, Jincai, Liu, Zhong

Subject Terms: Computer Science - Machine Learning, Computer Science - Social and Information Networks

Access URL: http://arxiv.org/abs/2308.08235

Inductive Meta-path Learning for Schema-complex Heterogeneous Information Networks

Authors: Liu, Shixuan, Fan, Changjun, Cheng, Kewei, Wang, Yunfei, Cui, Peng, Sun, Yizhou, Liu, Zhong

Subject Terms: Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2307.03937

Default Electricity Pricing Model for Operational Users Considering the Cross-subsidy under the “Dual Track System”

Authors: Li, Haiqing, Liu, Zhaoyang, Wei, Ning, Gao, Peng, Liu, Shixuan, Yang, Shuo, Guo, Sen

Source: 2021 International Conference on E-Commerce and E-Management (ICECEM) ICECEM E-Commerce and E-Management (ICECEM), 2021 International Conference on. :270-273 Sep, 2021

Relation: 2021 International Conference on E-Commerce and E-Management (ICECEM)

Diagnosis of Fibrotic Interstitial Lung Diseases Based on the Combination of Label-Free Quantitative Multiphoton Fiber Histology and Machine Learning

Authors: Qiu, Wenzhuo ^{a, b}, Wang, Qingyang ^{c, d}, Zhang, Ying ^e, Cao, Xiuxue ^c, Zhao, Ling ^c, Cao, Longhao ^f, Sun, Yuxuan ^g, Yang, Feili ^h, Guo, Yuanyuan ^c, Sui, Yuming ^c, Chang, Ziyi ^c, Wang, Congcong ^c, Cui, Lifang ^c, Niu, Yun ^c, Liu, Pingping ^c, Lin, Jie ^c, Liu, Shixuan ^c, Guo, Jia ^c, Wang, Bei ^c, Zhong, Ruiqi ⁱ, Wang, Ce ^j, Liu, Wei ^{i, k}, Li, Dawei ^f, Dai, Huaping ^{i, k}, Xie, Sheng ^j, Cheng, Heping ^{f, l}, Wang, Aimin ^{m, ∗}, Zhong, Dingrong ^{c, ∗}

Source: In Laboratory Investigation March 2025 105(3)