Siyu Zhou

61 papers A* 1A 2B 1C 1Journal 45Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
FVG-PT: Adaptive Foreground View-Guided Prompt Tuning for Vision-Language Models.
CoRR
Haoyang Li, Liang Wang, Siyu Zhou, Jiacheng Sun, Jing Jiang, Chao Wang, Guodong Long, Yan Peng
2026 J jnl
Neuro-Symbolic Synergy for Interactive World Modeling.
CoRR
Hongyu Zhao, Siyu Zhou, Haolin Yang, Zengyi Qin, Tianyi Zhou
2025 J jnl
A novel impedance modeling and stability analysis paradigm of microgrids consisting of virtual synchronous generators and constant power loads.
Int. J. Circuit Theory Appl.
Jiwei Ge, Yang Han, Siyu Zhou, Ping Yang, Amr S. Zalhaf
2025 A conf
Defect Detection-Guided Reconstruction Network for Ground Penetrating Radar B-Scan Images.
ICME
Zilong Ling, Xinran Zhong, Siyu Zhou, Yu Yang, Zhongcheng Gui, Huabin Wang
2025 B conf
Efficient Online Uncertainty Evaluation for Microgrid Systems.
SMC
Siyu Zhou, Yan Wan, Zimin Jiang, Peng Zhang, Zongli Lin, Yacov A. Shamash
2025 J jnl
Generalized harmonic fuzzy partition C-means clustering.
J. Supercomput.
Chengmao Wu, Siyu Zhou
2025 A conf
MAO: Efficient Model-Agnostic Optimization of Prompt Tuning for Vision-Language Models.
ICME
Haoyang Li, Siyu Zhou, Liang Wang, Guodong Long
2025 J jnl
MAO: Efficient Model-Agnostic Optimization of Prompt Tuning for Vision-Language Models.
CoRR
Haoyang Li, Siyu Zhou, Liang Wang, Guodong Long
2025 J jnl
Phantom-Data : Towards a General Subject-Consistent Video Generation Dataset.
CoRR
Zhuowei Chen, Bingchuan Li, Tianxiang Ma, Lijie Liu, Mingcong Liu, Yi Zhang, Gen Li, Xinghui Li, Siyu Zhou, Qian He, Xinglong Wu
2025 J jnl
Raw Data Matters: Enhancing Prompt Tuning by Internal Augmentation on Vision-Language Models.
CoRR
Haoyang Li, Liang Wang, Chao Wang, Siyu Zhou, Jing Jiang, Yan Peng, Guodong Long
2025 J jnl
WALL-E 2.0: World Alignment by NeuroSymbolic Learning improves World Model-based LLM Agents.
CoRR
Siyu Zhou, Tianyi Zhou, Yijun Yang, Guodong Long, Deheng Ye, Jing Jiang, Chengqi Zhang
2024 J jnl
A deep learning method to predict bacterial ADP-ribosyltransferase toxins.
Bioinform.
Dandan Zheng, Siyu Zhou, Lihong Chen, Guansong Pang, Jian Yang
2024 J jnl
A line loss reduction optimization for renewable energy-based distribution networks using a probabilistic approach.
Int. J. Circuit Theory Appl.
Hongzhi Jiang, Yang Han, Wenhao Li, Amr S. Zalhaf, Siyu Zhou, Yingjun Feng, Ping Yang
2024 J jnl
A weakly supervised time series anomaly detection method with dual-association discrepancy.
Signal Image Video Process.
Fanxing Liu, Lu Zhang, Hao Li, Siyu Zhou, Yingjie Zhou
2024 J jnl
Global Censored Quantile Random Forest.
CoRR
Siyu Zhou, Limin Peng
2024 J jnl
On the Resilience Analysis of DC Microgrids With Power Buffer Control.
IEEE Trans. Circuits Syst. I Regul. Pap.
Siyu Zhou, Yang-Yang Qian, Yan Wan, Zongli Lin, Yacov A. Shamash, Abhiram V. P. Premakumar, Ali Davoudi
2024 J jnl
Potential anti-liver cancer targets and mechanisms of kaempferitrin based on network pharmacology, molecular docking and experimental verification.
Comput. Biol. Medicine
Siyu Zhou, Huidong Zhang, Jiao Li, Wei Li, Min Su, Yao Ren, Fanglan Ge, Hong Zhang, Hongli Shang
2024 J jnl
Robust Harmonic Fuzzy Partition Local Information C-Means Clustering for Image Segmentation.
Symmetry
Chengmao Wu, Siyu Zhou
2024 C conf
SGD-SLAM: A Real-Time RGB-D Visual SLAM for Dynamic Scenes Using Semantic, Geometric and Depth Information.
INDIN
Siyu Zhou, Sheng Li, Wencheng Zou
2024 J jnl
Spatial and Temporal Patterns of Forest Biomass Carbon Sink in China from 1990 to 2021.
Remote. Sens.
Wenhua Guo, Zhihua Liu, Wenru Xu, Wen J. Wang, Ethan Shafron, Qiushuang Lv, Kaili Li, Siyu Zhou, Ruhong Guan, Jian Yang
2024 J jnl
Subtask Prior-Driven Optimized Mechanism on Joint Video Moment Retrieval and Highlight Detection.
IEEE Trans. Circuits Syst. Video Technol.
Siyu Zhou, Fuwei Zhang, Ruomei Wang, Fan Zhou, Zhuo Su
2024 — conf
Utilizing Text-Video Relationships: A Text-Driven Multi-modal Fusion Framework for Moment Retrieval and Highlight Detection.
PRCV (10)
Siyu Zhou, Fuwei Zhang, Ruomei Wang, Zhuo Su
2024 J jnl
WALL-E: World Alignment by Rule Learning Improves World Model-based LLM Agents.
CoRR
Siyu Zhou, Tianyi Zhou, Yijun Yang, Guodong Long, Deheng Ye, Jing Jiang, Chengqi Zhang
2023 J jnl
Autonomic Architecture for Big Data Performance Optimization.
CoRR
Mikhail Genkin, Frank Dehne, Anousheh Shahmirza, Pablo Navarro, Siyu Zhou
2023 — conf
Body Fat Estimation from Surface Meshes Using Graph Neural Networks.
ShapeMI@MICCAI
Tamara T. Mueller, Siyu Zhou, Sophie Starck, Friederike Jungmann, Alexander Ziller, Orhun Aksoy, Danylo Movchan, Rickmer Braren, Georgios Kaissis, Daniel Rueckert
2023 J jnl
Body Fat Estimation from Surface Meshes using Graph Neural Networks.
CoRR
Tamara T. Mueller, Siyu Zhou, Sophie Starck, Friederike Jungmann, Alexander Ziller, Orhun Aksoy, Danylo Movchan, Rickmer Braren, Georgios Kaissis, Daniel Rueckert
2023 J jnl
Identifying the Effects of Vegetation on Urban Surface Temperatures Based on Urban-Rural Local Climate Zones in a Subtropical Metropolis.
Remote. Sens.
Siyu Zhou, Hui Zheng, Xiao Liu, Quan Gao, Jing Xie
2023 J jnl
Model-Based Dynamic Event-Triggered Distributed Control of Linear Physically Interconnected Systems and Application to Power Buffers.
IEEE Internet Things J.
Siyu Zhou, Yang-Yang Qian, Yan Wan, Zongli Lin, Yacov A. Shamash, Ali Davoudi
2023 J jnl
Resilient Decentralized Control of Power Buffers in DC Microgrids.
IEEE Control. Syst. Lett.
Yang-Yang Qian, Siyu Zhou, Zongli Lin, Yan Wan, Yacov A. Shamash
2023 A* conf
Robust Satisficing MDPs.
ICML
Haolin Ruan, Siyu Zhou, Zhi Chen, Chin Pang Ho
2023 J jnl
Single-scale robust feature representation for occluded person re-identification.
Neural Comput. Appl.
Yihu Song, Shuaishi Liu, Zhongbo Sun, Siyu Zhou
2023 J jnl
Trees, forests, chickens, and eggs: when and why to prune trees in a random forest.
Stat. Anal. Data Min.
Siyu Zhou, Lucas Mentch
2022 — conf
A Multiserver Approximation for Cloud Scaling Analysis.
ICPE (Companion)
Siyu Zhou, C. Murray Woodside
2022 — conf
A Robust Approximation for Multiclass Multiserver Queues with Applications to Microservices Systems.
EPEW
Siyu Zhou, C. Murray Woodside
2022 J jnl
Are off-balance-sheet indicators useful to evaluate accounting information quality?
Pers. Ubiquitous Comput.
Yunchuan Sun, Xiaoping Zeng, Luyu Wang, Siyu Zhou, Xiaowu Liu, Sanjaya Kuruppu
2022 J jnl
Getting Better from Worse: Augmented Bagging and A Cautionary Tale of Variable Importance.
J. Mach. Learn. Res.
Lucas Mentch, Siyu Zhou
2022 J jnl
SDNShield: NFV-Based Defense Framework Against DDoS Attacks on SDN Control Plane.
IEEE/ACM Trans. Netw.
Kuan-yin Chen, Sen Liu, Yang Xu, Ishant Kumar Siddhrau, Siyu Zhou, Zehua Guo, H. Jonathan Chao
2022 J jnl
VFDB 2022: a general classification scheme for bacterial virulence factors.
Nucleic Acids Res.
Bo Liu, Dandan Zheng, Siyu Zhou, Lihong Chen, Jian Yang
2022 J jnl
ZOVER: the database of zoonotic and vector-borne viruses.
Nucleic Acids Res.
Siyu Zhou, Bo Liu, Yelin Han, Yuyang Wang, Lihong Chen, Zhiqiang Wu, Jian Yang
2021 J jnl
A Home Efficacy Multi-Modal Intelligent Evaluation System for Wearable Treatment Equipment of Insomnia Through Integration Between Traditional Chinese Medicine and Modern Medicine.
Traitement du Signal
Guihong Zhang, Atsushi Ogihara, Siyu Zhou, Xiaotong Yang, Yujia Wang, Xiaowen Ma, Shuwu Li, Kai Li
2021 — conf
Research on Weld Recognition and NURBS Curve Fitting Method Based on Improved OTSU Double Threshold Segmentation.
ICGEC
Shuaishi Liu, Siyu Zhou, Rong Bai, Jiaqi Zhu
2021 J jnl
Trees, Forests, Chickens, and Eggs: When and Why to Prune Trees in a Random Forest.
CoRR
Siyu Zhou, Lucas Mentch
2021 J jnl
Unrestricted permutation forces extrapolation: variable importance requires at least one more model, or there is no free variable importance.
Stat. Comput.
Giles Hooker, Lucas Mentch, Siyu Zhou
2021 J jnl
What investors say is what the market says: measuring China's real investor sentiment.
Pers. Ubiquitous Comput.
Yunchuan Sun, Xiaoping Zeng, Siyu Zhou, Han Zhao, Peter Thomas, Haifeng Hu
2020 J jnl
Getting Better from Worse: Augmented Bagging and a Cautionary Tale of Variable Importance.
CoRR
Lucas Mentch, Siyu Zhou
2020 J jnl
Grating-Corner-Cube-Based Roll Angle Sensor.
Sensors
Siyu Zhou, Vunam Le, Qinggai Mi, Guanhao Wu
2020 J jnl
MaGenDB: a functional genomics hub for Malvaceae plants.
Nucleic Acids Res.
Dehe Wang, Weiliang Fan, Xiaolong Guo, Kai Wu, Siyu Zhou, Zonggui Chen, Danyang Li, Kun Wang, Yuxian Zhu, Yu Zhou
2020 J jnl
Randomization as Regularization: A Degrees of Freedom Explanation for Random Forest Success.
J. Mach. Learn. Res.
Lucas Mentch, Siyu Zhou
2020 — conf
Transfer Learning for Photovoltaic Power Forecasting with Long Short-Term Memory Neural Network.
BigComp
Siyu Zhou, Lin Zhou, Mingxuan Mao, Xinze Xi
2019 J jnl
An Optimized Heterogeneous Structure LSTM Network for Electricity Price Forecasting.
IEEE Access
Siyu Zhou, Lin Zhou, Mingxuan Mao, Heng-Ming Tai, Yihao Wan
2019 J jnl
Analysis of pulse diagnosis data for the elderly by using two analytical methods.
Int. J. Soc. Humanist. Comput.
Siyu Zhou, Atsushi Ogihara, Shoji Nishimura, Zhiwei Leng, Qun Jin
2019 J jnl
Randomization as Regularization: A Degrees of Freedom Explanation for Random Forest Success.
CoRR
Lucas Mentch, Siyu Zhou
2018 — conf
A Deep Q-network (DQN) Based Path Planning Method for Mobile Robots.
ICIA
Siyu Zhou, Xin Liu, Yingfu Xu, Jifeng Guo
2018 J jnl
Analyzing the changes of health condition and social capital of elderly people using wearable devices.
Health Inf. Sci. Syst.
Siyu Zhou, Atsushi Ogihara, Shoji Nishimura, Qun Jin
2018 J jnl
Low-Latency High-Efficiency Mobile Fronthaul With TDM-PON (Mobile-PON).
JOCN
Siyu Zhou, Xiang Liu, Frank J. Effenberger, H. Jonathan Chao
2018 — conf
Machine-Learning Based Spark and Hadoop Workload Classification Using Container Performance Patterns.
Bench
Mikhail Genkin, Frank Dehne, Pablo Navarro, Siyu Zhou
2018 — conf
The MEC-Based Architecture Design for Low-Latency and Fast Hand-Off Vehicular Networking.
VTC Fall
Siyu Zhou, Prasad Prakash Netalkar, Yanan Chang, Yang Xu, H. Jonathan Chao
2017 — conf
Analysis of Health and Physiological Index Based on Sleep and Walking Steps by Wearable Devices for the Elderly.
SOCA
Siyu Zhou, Atsushi Ogihara, Shoji Nishimura, Qun Jin
2017 J jnl
HashGAN: Attention-aware Deep Adversarial Hashing for Cross Modal Retrieval.
CoRR
Xi Zhang, Siyu Zhou, Jiashi Feng, Hanjiang Lai, Bo Li, Yan Pan, Jian Yin, Shuicheng Yan
2017 — conf
Mobile-PON: A high-efficiency low-latency mobile fronthaul based on functional split and TDM-PON with a unified scheduler.
OFC
Siyu Zhou, Xiang Liu, Frank J. Effenberger, H. Jonathan Chao
2017 J jnl
Personalized and Occupational-aware Age Progression by Generative Adversarial Networks.
CoRR
Siyu Zhou, Weiqiang Zhao, Jiashi Feng, Hanjiang Lai, Yan Pan, Jian Yin, Shuicheng Yan