Publications (35)
ADR: An Agentic Detection System for Enterprise Agentic AI Security
Chenning Li, Pan Hu, Justin Xu +9
A Survey of Large Language Models for Data Challenges in Graphs
Mengran Li, Pengyu Zhang, Wenbin Xing +11
Generalized Dual Decomposition
Pengyu Zhang, Ruiwei Jiang
Hierarchical Inference and Closure Learning via Adaptive Surrogates for ODEs and PDEs
Pengyu Zhang, Arnaud Vadeboncoeur, Alex Glyn-Davies +1
TIGER: Temporally Improved Graph Entity Linker
Pengyu Zhang, Congfeng Cao, Paul Groth
Koopman Autoencoders with Continuous-Time Latent Dynamics for Fluid Dynamics Forecasting
Rares Grozavescu, Pengyu Zhang, Etienne Meunier +1
Multi-modal Visual Tracking: Review and Experimental Comparison
Pengyu Zhang, Dong Wang, Huchuan Lu
Personalized Federated Instruction Tuning via Neural Architecture Search
Pengyu Zhang, Yingbo Zhou, Ming Hu +3
EDENet: Echo Direction Encoding Network for Place Recognition Based on Ground Penetrating Radar
Pengyu Zhang, Xieyuanli Chen, Yuwei Chen +5
Visible-Thermal UAV Tracking: A Large-Scale Benchmark and New Baseline
Pengyu Zhang, Jie Zhao, Dong Wang +2
EvSign: Sign Language Recognition and Translation with Streaming Events
Pengyu Zhang, Hao Yin, Zeren Wang +5
AdapterFL: Adaptive Heterogeneous Federated Learning for Resource-constrained Mobile Computing Systems
Ruixuan Liu, Ming Hu, Zeke Xia +5
Time Imprint: Learning Time-Aware Representations in Multi-Modal Knowledge Graphs
Pengyu Zhang, Klim Zaporojets, Congfeng Cao +2
Probabilistic Super-Resolution for High-Fidelity Physical System Simulations with Uncertainty Quantification
Pengyu Zhang, Connor Duffin, Alex Glyn-Davies +2
RF-CHORD: Towards Deployable RFID Localization System for Logistics Network
Bo Liang, Purui Wang, Renjie Zhao +7
Jointly Modeling Motion and Appearance Cues for Robust RGB-T Tracking
Pengyu Zhang, Jie Zhao, Dong Wang +2
Understanding Mobile Traffic Patterns of Large Scale Cellular Towers in Urban Environment
Huandong Wang, Fengli Xu, Yong Li +2
SAM-I2V: Upgrading SAM to Support Promptable Video Segmentation with Less than 0.2% Training Cost
Haiyang Mei, Pengyu Zhang, Mike Zheng Shou
Explainable Federated Bayesian Causal Inference and Its Application in Advanced Manufacturing
Xiaofeng Xiao, Khawlah Alharbi, Pengyu Zhang +2
Deciphering public attention to geoengineering and climate issues using machine learning and dynamic analysis
Ramit Debnath, Pengyu Zhang, Tianzhu Qin +2
QACP: An Annotated Question Answering Dataset for Assisting Chinese Python Programming Learners
Rui Xiao, Lu Han, Xiaoying Zhou +3
Hyperbolic Contrastive Learning for Hierarchical 3D Point Cloud Embedding
Yingjie Liu, Pengyu Zhang, Ziyao He +3
5GC$^2$ache: Improving 5G UPF Performance via Cache Optimization
Haonan Jia, Meng Wang, Biyi Li +3
EqGAN: Feature Equalization Fusion for Few-shot Image Generation
Yingbo Zhou, Zhihao Yue, Yutong Ye +3
SRRT: Exploring Search Region Regulation for Visual Object Tracking
Jiawen Zhu, Xin Chen, Pengyu Zhang +4
Smartphone App Usage Prediction Using Points of Interest
Donghan Yu, Yong Li, Fengli Xu +2
FilterFL: Knowledge Filtering-based Data-Free Backdoor Defense for Federated Learning
Yanxin Yang, Ming Hu, Xiaofei Xie +4
Situation-Dependent Causal Influence-Based Cooperative Multi-agent Reinforcement Learning
Xiao Du, Yutong Ye, Pengyu Zhang +3
Trajectory Recovery From Ash: User Privacy Is NOT Preserved in Aggregated Mobility Data
Fengli Xu, Zhen Tu, Yong Li +3
Are a Thousand Words Better Than a Single Picture? Beyond Images -- A Framework for Multi-Modal Knowledge Graph Dataset Enrichment
Pengyu Zhang, Klim Zaporojets, Jie Liu +2
Capsizing-Guided Trajectory Optimization for Autonomous Navigation with Rough Terrain
Wei Zhang, Yinchuan Wang, Wangtao Lu +4
When Foresight Pruning Meets Zeroth-Order Optimization: Efficient Federated Learning for Low-Memory Devices
Pengyu Zhang, Yingjie Liu, Yingbo Zhou +4
Towards Efficient and Stable Ocean State Forecasting: A Continuous-Time Koopman Approach
Rares Grozavescu, Pengyu Zhang, Mark Girolami +1
CyclicFL: A Cyclic Model Pre-Training Approach to Efficient Federated Learning
Pengyu Zhang, Yingbo Zhou, Ming Hu +2
CYCLE: Cross-Year Contrastive Learning in Entity-Linking
Pengyu Zhang, Congfeng Cao, Klim Zaporojets +1