Shiyuan Zhang

53 papers A* 6B 1C 1Journal 38Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
A classifier chain algorithm based on nonlinear feature optimization and automatic generation of label sequence.
Intell. Data Anal.
Tielin Wang, Kwan Yong Sim, Shiyuan Zhang, Sivachandran Chandrasekaran
2026 J jnl
A heterogeneous graph transformer network for small-signal stability assessment of low-frequency inter-area oscillations in power systems.
Expert Syst. Appl.
Hailiang Li, Shiyuan Zhang, Zhaoming Song, Jinghan He
2026 J jnl
A machine learning-based wildfire susceptibility mapping framework for China's three-north shelterbelt region.
Ecol. Informatics
Kaida Yan, Fengjun Zhao, Lifu Shu, Yongqiang Liu, Mingyu Wang, Liqing Si, Weike Li, Xiaoxiao Li, Shiyuan Zhang, Siwei Li, Jinglu Wang
2026 A* conf
Balancing Signal and Variance: Adaptive Offline RL Post-Training for VLA Flow Models.
AAAI
Hongyin Zhang, Shiyuan Zhang, Junxi Jin, Qixin Zeng, Yifan Qiao, Hongchao Lu, Donglin Wang
2026 J jnl
Dimension-Independent Convergence of Underdamped Langevin Monte Carlo in KL Divergence.
CoRR
Shiyuan Zhang, Qiwei Di, Xuheng Li, Quanquan Gu
2026 J jnl
Insulator shed segmentation from 3D point cloud via normal reconstruction based on Gaussian mapping.
Pattern Recognit.
Shiyuan Zhang, Hui Chen, You Tian, Minghui Li, Wanquan Liu
2026 J jnl
NetSpatial: Spatially Conditional Traffic Generation for Cellular Planning and Operations.
CoRR
Shiyuan Zhang, Jiale Du, Yuanwei Liu, Kaibin Huang, Hongyang Du
2026 J jnl
U-MASK: User-adaptive Spatio-Temporal Masking for Personalized Mobile AI Applications.
CoRR
Shiyuan Zhang, Yilai Liu, Yuwei Du, Ruoxuan Yang, Dong In Kim, Hongyang Du
2026 J jnl
Vanillanet-BGA: An Accurate Detection Network for Strip Steel Surface Defects Based on Vanillanet and Feature Fusion Embedded Attention Mechanism.
IEEE Internet Things J.
Fei Dong, Shiyuan Zhang, Xilin Chen, Dengcong Mu, Xiao Yu, Ling Shen
2025 J jnl
AI Agent Behavioral Science.
CoRR
Lin Chen, Yunke Zhang, Jie Feng, Haoye Chai, Honglin Zhang, Bingbing Fan, Yibo Ma, Shiyuan Zhang, Nian Li, Tianhui Liu, Nicholas Sukiennik, Keyu Zhao, Yu Li, Ziyi Liu, Fengli Xu, Yong Li
2025 J jnl
An LLM-Enhanced Conditional Diffusion Model for Mobile Traffic Prediction.
IEEE Commun. Mag.
Zhu Xiao, Rui Wang, Jing Bai, Tong Li, Shiyuan Zhang, Keqin Li, Zhu Han
2025 J jnl
Balancing Signal and Variance: Adaptive Offline RL Post-Training for VLA Flow Models.
CoRR
Hongyin Zhang, Shiyuan Zhang, Junxi Jin, Qixin Zeng, Yifan Qiao, Hongchao Lu, Donglin Wang
2025 J jnl
Balancing collaborative investment with opportunity costs in a carbon complementary supply chain.
Ind. Manag. Data Syst.
Shiyuan Zhang, Xiaoxue Zheng, Fu Jia
2025 J jnl
EAR: Erasing Concepts from Unified Autoregressive Models.
CoRR
Haipeng Fan, Shiyuan Zhang, Baohunesitu, Zihang Guo, Huaiwen Zhang
2025 A* conf
Energy-Weighted Flow Matching for Offline Reinforcement Learning.
ICLR
Shiyuan Zhang, Weitong Zhang, Quanquan Gu
2025 J jnl
Energy-Weighted Flow Matching for Offline Reinforcement Learning.
CoRR
Shiyuan Zhang, Weitong Zhang, Quanquan Gu
2025 J jnl
Exploring Training Data Attribution under Limited Access Constraints.
CoRR
Shiyuan Zhang, Junwei Deng, Juhan Bae, Jiaqi Ma
2025 A* conf
Fine-Tuning Hard-to-Simulate Objectives for Quadruped Locomotion: A Case Study on Total Power Saving.
ICRA
Ruiqian Nai, Jiacheng You, Liu Cao, Hanchen Cui, Shiyuan Zhang, Huazhe Xu, Yang Gao
2025 J jnl
Fine-Tuning Hard-to-Simulate Objectives for Quadruped Locomotion: A Case Study on Total Power Saving.
CoRR
Ruiqian Nai, Jiacheng You, Liu Cao, Hanchen Cui, Shiyuan Zhang, Huazhe Xu, Yang Gao
2025 J jnl
Generative AI Empowered Network Digital Twins: Architecture, Technologies, and Applications.
ACM Comput. Surv.
Tong Li, Qingyue Long, Haoye Chai, Shiyuan Zhang, Fenyu Jiang, Haoqiang Liu, Wenzhen Huang, Depeng Jin, Yong Li
2025 J jnl
Graph enhanced spatial-temporal transformer for traffic flow forecasting.
Appl. Soft Comput.
Weishan Kong, Yanni Ju, Shiyuan Zhang, Jun Wang, Liwei Huang, Hong Qu
2025 J jnl
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction.
CoRR
Shiyuan Zhang, Tong Li, Zhu Xiao, Hongyang Du, Kaibin Huang
2025 J jnl
PPA Net: The Pixel Prediction Assisted Net for 3D TOF-MRA Cerebrovascular Segmentation.
IEEE J. Biomed. Health Informatics
Zhiqi Lee, Tao Liu, Haonan Zhang, Xiang Zhang, Xuan Li, Yizhen Pan, Tingting Wu, Jierui Ding, Shiyuan Zhang, Zhuonan Wang, Lijun Bai
2025 J jnl
PacketDiff: A Flow Guided Diffusion Model for Network Packet Trace Generation.
IEEE Internet Things J.
Shiyuan Zhang, Haoye Chai, Yong Li, Baohua Qiu, Lei Yue, Raoyuan Pan
2025 A* conf
Poster: Enhancing Mobile Traffic Data Generation through Spatio-temporal Correlation Imaging.
MobiCom
Yilai Liu, Shiyuan Zhang, Hongyang Du
2025 J jnl
Pricing strategy and blockchain technology investment under hybrid carbon trading schemes: a biform game analysis.
Int. J. Prod. Res.
Shiyuan Zhang, Xiaoxue Zheng, Fu Jia, Zhi Liu
2025 J jnl
Saturated Interference in SAR: Theoretical Analysis and Suppression Solutions.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lunhao Duan, Xingyu Lu, Jianchao Yang, Huizhang Yang, Shiyuan Zhang, Guanqi Tong, Ke Tan, Zheng Dai, Hong Gu
2025 J jnl
Taming Hyperparameter Sensitivity in Data Attribution: Practical Selection Without Costly Retraining.
CoRR
Weiyi Wang, Junwei Deng, Yuzheng Hu, Shiyuan Zhang, Xirui Jiang, Runting Zhang, Han Zhao, Jiaqi W. Ma
2025 J jnl
TimeCausality: Evaluating the Causal Ability in Time Dimension for Vision Language Models.
CoRR
Zeqing Wang, Shiyuan Zhang, Chengpei Tang, Keze Wang
2025 — conf
UoMo: A Universal Model of Mobile Traffic Forecasting for Wireless Network Optimization.
KDD (2)
Haoye Chai, Shiyuan Zhang, Xiaoqian Qi, Baohua Qiu, Yong Li
2024 J jnl
A Waveform Design for Integrated Radar and Jamming Based on Smart Modulation and Complementary Coding.
Remote. Sens.
Huabin Yan, Shiyuan Zhang, Xingyu Lu, Jianchao Yang, Lunhao Duan, Ke Tan, Hong Gu
2024 J jnl
An attention mechanism network based on the winner-take-all.
Digit. Signal Process.
Hailiang Li, Shiyuan Zhang, Dexin Ma, Weike Mo
2024 J jnl
Clutter Suppression for Radar via Deep Joint Sparse Recovery Network.
IEEE Geosci. Remote. Sens. Lett.
Shiyuan Zhang, Xingyu Lu, Jintao Yu, Zheng Dai, Weimin Su, Hong Gu
2024 J jnl
Co-Frequency Interference Suppression of Integrated Detection and Jamming System Based on 2D Sparse Recovery.
Remote. Sens.
Shiyuan Zhang, Xingyu Lu, Ke Tan, Huabin Yan, Jianchao Yang, Zheng Dai, Hong Gu
2024 J jnl
FoMo: A Foundation Model for Mobile Traffic Forecasting with Diffusion Model.
CoRR
Haoye Chai, Shiyuan Zhang, Xiaoqian Qi, Yong Li
2024 — conf
Knowledge Guided Conditional Diffusion Model for Controllable Mobile Traffic Generation.
WWW (Companion Volume)
Haoye Chai, Tong Li, Fenyu Jiang, Shiyuan Zhang, Yong Li
2024 J jnl
Mobile User Traffic Generation Via Multi-Scale Hierarchical GAN.
ACM Trans. Knowl. Discov. Data
Tong Li, Shuodi Hui, Shiyuan Zhang, Huandong Wang, Yuheng Zhang, Pan Hui, Depeng Jin, Yong Li
2024 J jnl
NetDiff: A Service-Guided Hierarchical Diffusion Model for Network Flow Trace Generation.
Proc. ACM Netw.
Shiyuan Zhang, Tong Li, Depeng Jin, Yong Li
2024 C conf
Nuanced Multi-class Detection of Machine-Generated Scientific Text.
PACLIC
Shiyuan Zhang, Yubin Ge, Xiaofeng Liu
2024 J jnl
The Spatially Seamless Spatiotemporal Fusion Model Based on Generative Adversarial Networks.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Chenyang Weng, Yulin Zhan, Xingfa Gu, Jian Yang, Yan Liu, Hong Guo, Zilong Lian, Shiyuan Zhang, Zhangjie Wang, Xuechun Zhao
2024 A* conf
dattri: A Library for Efficient Data Attribution.
NeurIPS
Junwei Deng, Ting-Wei Li, Shiyuan Zhang, Shixuan Liu, Yijun Pan, Hao Huang, Xinhe Wang, Pingbang Hu, Xingjian Zhang, Jiaqi W. Ma
2024 J jnl
dattri: A Library for Efficient Data Attribution.
CoRR
Junwei Deng, Ting-Wei Li, Shiyuan Zhang, Shixuan Liu, Yijun Pan, Hao Huang, Xinhe Wang, Pingbang Hu, Xingjian Zhang, Jiaqi W. Ma
2023 A* conf
Deep Transfer Learning for City-scale Cellular Traffic Generation through Urban Knowledge Graph.
KDD
Shiyuan Zhang, Tong Li, Shuodi Hui, Guangyu Li, Yanping Liang, Li Yu, Depeng Jin, Yong Li
2022 J jnl
Automatic RFI Identification for Sentinel-1 Based on Siamese-Type Deep CNN Using Repeat-Pass Images.
IEEE Trans. Geosci. Remote. Sens.
Xingyu Lu, Chenchen Wang, Xiaofeng Xu, Huizhang Yang, Shiyuan Zhang, Ke Tan, Xianglin Bao, Weimin Su, Hong Gu
2021 — conf
Pixel-level segmentation method of concrete cracks based on MU-Net.
ACAI
Zhili Chen, Shiyuan Zhang, Adamu Abubakar Abba, Bing Wang, Yupeng Li
2020 — conf
How to Present Calorie Information on the Electronic Menu to Help People Order More Healthily.
HCI (3)
Shiyuan Zhang, Liang Zhou, Ying Zhao
2019 B conf
Accurate CSI Estimation to Eliminate Unnecessary Transmission for MU-MIMO Networks.
EWSN
Shiyuan Zhang, Wei Xi, Qigui Xu, Kun Zhao, Yuanhang Cai
2019 J jnl
Joint Activity Recognition and Indoor Localization With WiFi Fingerprints.
IEEE Access
Fei Wang, Jianwei Feng, Yinliang Zhao, Xiaobin Zhang, Shiyuan Zhang, Jinsong Han
2019 J jnl
Joint Activity Recognition and Indoor Localization.
CoRR
Fei Wang, Jianwei Feng, Yinliang Zhao, Xiaobin Zhang, Shiyuan Zhang, Jinsong Han
2019 — conf
Signal Fusion for Multi-target on Distributed MIMO Radar System.
ICCAIS
Ruqi Wang, Yao Wei, Shiyuan Zhang
2018 J jnl
CSI-Net: Unified Human Body Characterization and Action Recognition.
CoRR
Fei Wang, Jinsong Han, Shiyuan Zhang, Xu He, Dong Huang
2018 — conf
Low-Power Listen Based Driver Drowsiness Detection System Using Smartwatch.
ICCCS (5)
Shiyuan Zhang, Hui He, Zhi Wang, Mingze Gao, Jinsong Mao
2005 — conf
Joint Detection for a Bandwidth Efficient Modulation Method.
KES (3)
Zhonghui Mei, Lenan Wu, Shiyuan Zhang