Guang Cheng

60 papers A* 1A 3B 4Misc 1Journal 38Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
BitFL: Bitstream-based lightweight federated learning with differential privacy for radio frequency fingerprint identification of drones.
Comput. Networks
Xiang Li, Yuyu Zhao, Guang Cheng
2026 J jnl
Identifying influential vertices with top-K largest temporal katz centralities in a streaming graph using constant memory.
Expert Syst. Appl.
Jiaming Zhang, Qingjun Xiao, Jun Ma, Liukun He, Qifan Zhang, Guang Cheng
2026 J jnl
ReTabSyn: Realistic Tabular Data Synthesis via Reinforcement Learning.
CoRR
Xiaofeng Lin, Seungbae Kim, Zhuoya Li, Zachary DeSoto, Charles Fleming, Guang Cheng
2026 J jnl
SEAL-Tag: Self-Tag Evidence Aggregation with Probabilistic Circuits for PII-Safe Retrieval-Augmented Generation.
CoRR
Jin Xie, Songze Li, Guang Cheng
2025 B conf
Attention-based Multi-label Multi-class Classification for Multiplexed VPN Traffic Identification.
IEEE Big Data
Ying Hu, Guang Cheng, Deyu Zhao
2025 J jnl
Bridging the Language Gap: Synthetic Voice Diversity via Latent Mixup for Equitable Speech Recognition.
CoRR
Wesley Bian, Xiaofeng Lin, Guang Cheng
2025 B conf
Early Classification and Improved Performance: A Multi-Model Serial Encrypted Traffic Classification Framework.
TrustCom
Jinhui Li, Guang Cheng, Zihan Chen
2025 J jnl
Enhancing Microservice Security Through Adaptive Moving Target Defense Policies to Mitigate DDoS Attacks in Cloud-Native Environments.
Future Internet
Yuyang Zhou, Guang Cheng, Kang Du
2025 J jnl
Exploring Reasoning-Infused Text Embedding with Large Language Models for Zero-Shot Dense Retrieval.
CoRR
Yuxiang Liu, Tian Wang, Gourab Kundu, Tianyu Cao, Guang Cheng, Zhen Ge, Jianshu Chen, Qingjun Cui, Trishul Chilimbi
2025 B conf
Flowaccel: A Line-Rate Intelligent Traffic Analysis Framework in FPGA-Based Smartnics.
IWQoS
Yadong Tang, Guang Cheng, Yuyu Zhao, Siyuan Zhou, Deyu Zhao, Wei Zhang
2025 Misc conf
From Address Blocks to Authorized Prefixes: Redesigning RPKI ROV with a Hierarchical Hashing Scheme for Fast and Memory-Efficient Validation.
NSDI
Zedong Ni, Yinbo Xu, Hui Zou, Yanbiao Li, Guang Cheng, Gaogang Xie
2025 — conf
GReaTER: Generate Realistic Tabular data after data Enhancement and Reduction.
ICDEW
Tung Sum Thomas Kwok, Chi-hua Wang, Guang Cheng
2025 J jnl
GReaTER: Generate Realistic Tabular data after data Enhancement and Reduction.
CoRR
Tung Sum Thomas Kwok, Chi-hua Wang, Guang Cheng
2025 B conf
MVL-AD:A Multi-View Learning Framework for Class-Incremental Unknown Attack Detection.
TrustCom
XuKui Li, Guang Cheng, Wei Chen, Zhen Zhang, Zechen Xu, Xing Qiu
2025 A conf
Predictable and Secure System Auditing for Real-Time Systems.
RTSS
Peng Jiang, Fanhang Hu, Ruizhe Huang, Shuomin Xue, Zhaomeng Deng, Yuxin Ren, Ning Jia, Yao Guo, Xiangqun Chen, Ding Li, Guang Cheng
2025 J jnl
Probe-Optimizer: Discovering important nodes for proactive in-band network telemetry to achieve better probe orchestration.
Comput. Networks
Deyu Zhao, Guang Cheng, Xuan Chen, Yuyu Zhao, Wei Zhang, Lu Lu, Siyuan Zhou, Yuexia Fu
2025 J jnl
TAO: A real-time network traffic analysis task orchestration framework with optimized filtering and scheduling.
Comput. Networks
Huaijie Jiang, Guang Cheng, Li Deng
2025 J jnl
Towards High Supervised Learning Utility Training Data Generation: Data Pruning and Column Reordering.
CoRR
Tung Sum Thomas Kwok, Zeyong Zhang, Chi-hua Wang, Guang Cheng
2024 J jnl
Bayes-Optimal Fair Classification with Linear Disparity Constraints via Pre-, In-, and Post-processing.
CoRR
Xianli Zeng, Guang Cheng, Edgar Dobriban
2024 J jnl
DEREC-SIMPRO: unlock Language Model benefits to advance Synthesis in Data Clean Room.
CoRR
Tung Sum Thomas Kwok, Chi-hua Wang, Guang Cheng
2024 J jnl
Data Deletion for Linear Regression with Noisy SGD.
CoRR
Zhangjie Xia, Chi-hua Wang, Guang Cheng
2024 J jnl
F3l: an automated and secure function-level low-overhead labeled encrypted traffic dataset construction method for IM in Android.
Cybersecur.
Keya Xu, Guang Cheng
2024 J jnl
Minimax Optimal Fair Classification with Bounded Demographic Disparity.
CoRR
Xianli Zeng, Guang Cheng, Edgar Dobriban
2024 J jnl
Protocol clustering of unknown traffic based on embedding of protocol specification.
Comput. Secur.
Junchen Li, Guang Cheng, Zongyao Chen, Peng Zhao
2024 A conf
SparseRCA: Unsupervised Root Cause Analysis in Sparse Microservice Testing Traces.
ISSRE
Zhenhe Yao, Haowei Ye, Changhua Pei, Guang Cheng, Guangpei Wang, Zhiwei Liu, Hongwei Chen, Hang Cui, Zeyan Li, Jianhui Li, Gaogang Xie, Dan Pei
2024 J jnl
Tree-based Ensemble Learning for Out-of-distribution Detection.
CoRR
Zhaiming Shen, Menglun Wang, Guang Cheng, Ming-Jun Lai, Lin Mu, Ruihao Huang, Qi Liu, Hao Zhu
2024 — conf
YOLO-CDP: An Improved Algorithm for Bearing Surface Defect Detection.
ICCVIT
Jingli Yao, Guang Cheng, Tianrui Fang, Zhiyong Cao
2023 J jnl
NFV-empowered digital twin cyber platform: Architecture, prototype, and a use case.
Comput. Commun.
Li Deng, Xianglin Wei, Yan Gao, Guang Cheng, Liang Liu, Ming Chen
2023 — conf
Recurrent Transformer for 3D Human Pose Estimation.
ICBASE
Guang Cheng, Yan Huang, Bing Yu
2023 — conf
Resource Allocation for Multi-cell Semantic Communication based on Deep Reinforcement Learning.
ICCT
Guang Cheng, Xiaoming Wang, Dapeng Li, Rui Jiang, Youyun Xu
2023 J jnl
Union-net: lightweight deep neural network model suitable for small data sets.
J. Supercomput.
Jingyi Zhou, Qingfang He, Guang Cheng, Zhiying Lin
2022 J jnl
Bayes-Optimal Classifiers under Group Fairness.
CoRR
Xianli Zeng, Edgar Dobriban, Guang Cheng
2022 A* conf
Fair Bayes-Optimal Classifiers Under Predictive Parity.
NeurIPS
Xianli Zeng, Edgar Dobriban, Guang Cheng
2022 J jnl
Fair Bayes-Optimal Classifiers Under Predictive Parity.
CoRR
Xianli Zeng, Edgar Dobriban, Guang Cheng
2022 J jnl
Influencing Factors of Accounting Practitioners' Acceptance of Mobile Learning.
Int. J. Emerg. Technol. Learn.
Guang Cheng, Yige Shao
2022 J jnl
Power Iteration for Tensor PCA.
J. Mach. Learn. Res.
Jiaoyang Huang, Daniel Zhengyu Huang, Qing Yang, Guang Cheng
2021 J jnl
Human motion intention recognition based on EMG signal and angle signal.
Cogn. Comput. Syst.
Baixin Sun, Guang Cheng, Quanmin Dai, Tianlin Chen, Weifeng Liu, Xiaorong Xu
2020 J jnl
Frequency Domain Spectroscopy for Non-Uniformly Distributed Moisture Detection in Transformer Bushings.
IEEE Access
Quanmin Dai, Yanxia Liu, Guang Cheng
2020 J jnl
Union-net: A deep neural network model adapted to small data sets.
CoRR
Qingfang He, Guang Cheng, Zhiying Lin
2019 — conf
Electronic Skin Design Methods Applied to Capsule Robot.
ROBIO
Baixin Sun, Quanmin Dai, Guang Cheng, Tianlin Chen, Weifeng Liu, Xiaorong Xu
2019 A conf
High Dimensional Inference in Partially Linear Models.
AISTATS
Ying Zhu, Zhuqing Yu, Guang Cheng
2019 — conf
Inertial Sensor-Based Gait Analysis for Evaluating the Effects of Acupuncture Treatment in Parkinson's Disease.
AIM
Lei Wang, Xiaoqing Jin, Yingying Sun, Lihong Li, Qingguo Li, Yan Guo, Guang Cheng, Tao Liu
2019 J jnl
Machine Learning in/for Blockchain: Future and Challenges.
CoRR
Fang Chen, Hong Wan, Hua Cai, Guang Cheng
2018 J jnl
Fudp: an SDN-based Mechanism for Controlling UDP flows.
Int. J. Robotics Autom.
Hui Hu, Bo Liu, Chao Hu, Ming Chen, Guang Cheng, Chang-you Xing
2017 — conf
Evaluation and Design of Non-cryptographic Hash Functions for Network Data Stream Algorithms.
BigCom
Guang Cheng, Yang Yan
2016 — conf
Experimental Research of Range of Motion About Wrist Joint.
HCI (15)
Wen-Yu Fu, Guang Cheng, Yu-Feng Ma, Ai-Ping Yang
2016 — conf
Experimental Study on Comfort Ranges of Manual Operation in Standing Position.
HCI (26)
Ai-Ping Yang, Wen-Yu Fu, Guang Cheng, Xin Zhang, Hui-min Hu, Chau-Kuang Chen
2016 — conf
Experimental Study on Discrimination Thresholds for Haptic Perception of Size in Manual Operation.
HCI (15)
Ai-Ping Yang, Guang Cheng, Wen-Yu Fu, Huimin Hu, Xin Zhang, Chau-Kuang Chen
2016 J jnl
On-Line Rigid Object Tracking via Discriminative Feature Classification.
IEICE Trans. Inf. Syst.
Quan Miao, Chenbo Shi, Long Meng, Guang Cheng
2016 — conf
Scene Adaptive Object Tracking Combining Local Feature and Color Feature.
ICIMCS
Quan Miao, Guang Cheng
2015 — conf
Experimental Study on Grip Ergonomics of Manual Handling.
HCI (17)
Aiping Yang, Guang Cheng, Wen-Yu Fu, Huimin Hu, Xin Zhang, Chau-Kuang Chen
2015 J jnl
Optimal Bayesian estimation in random covariate design with a rescaled Gaussian process prior.
J. Mach. Learn. Res.
Debdeep Pati, Anirban Bhattacharya, Guang Cheng
2014 J jnl
Efficient estimation of semiparametric copula models for bivariate survival data.
J. Multivar. Anal.
Guang Cheng, Lan Zhou, Xiaohong Chen, Jianhua Z. Huang
2013 J jnl
Perceptual Distortion Measure for Polygon-Based Shape Coding.
IEICE Trans. Inf. Syst.
Zhongyuan Lai, Wenyu Liu, Fan Zhang, Guang Cheng
2013 J jnl
The cluster bootstrap consistency in generalized estimating equations.
J. Multivar. Anal.
Guang Cheng, Zhuqing Yu, Jianhua Z. Huang
2012 J jnl
Empirical likelihood inferences for the semiparametric additive isotonic regression.
J. Multivar. Anal.
Guang Cheng, Yichuan Zhao, Bo Li
2012 J jnl
Semiparametric regression models with additive nonparametric components and high dimensional parametric components.
Comput. Stat. Data Anal.
Pang Du, Guang Cheng, Hua Liang
2011 — conf
Real-time inferring network traffic patterns.
CCNC
Guang Cheng
2009 J jnl
The penalized profile sampler.
J. Multivar. Anal.
Guang Cheng, Michael R. Kosorok
2008 J jnl
Correlation Between Structure and Resistivity Variations of the Live Human Skull.
IEEE Trans. Biomed. Eng.
Chi Tang, Fusheng You, Guang Cheng, Dakuan Gao, Feng Fu, Guosheng Yang, Xiuzhen Dong