Xiang Cheng

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 132

Top Venues

Publications

Yunfeng Ai, Yuhang Liu, Yu Gao, Chen Zhao, Xiang Cheng, Jinpeng Han, Bin Tian, Long Chen, Fei-Yue Wang
PMWorld: A Parallel Testing Platform for Autonomous Driving in Mines. IEEE Trans. Intell. Veh. 9 (1) (2024)
Xiang Cheng, Hao Jiang, Dong Shen
A Novel Accelerated Multistage Learning Control Mechanism via Virtual Performance Reduction. IEEE Trans. Neural Networks Learn. Syst. 35 (5) (2024)
Kwangjun Ahn, Xiang Cheng, Minhak Song, Chulhee Yun, Ali Jadbabaie, Suvrit Sra
Linear attention is (maybe) all you need (to understand Transformer optimization). ICLR (2024)
Haibo Zhou, Hong-Ning Dai, Xiang Cheng, Diep N. Nguyen, Hina Tabassum
Guest Editorial: Mobile AI-Generated Content (AIGC) in 6G Era. IEEE Wirel. Commun. 31 (4) (2024)
Miaoying Zhang, Xiang Cheng, Fan Xiao, Faming Zhang
Robust Detection for Demagnetization Fault in the Permanent-Magnet Synchronous Motor Using Improved Sliding-Mode Observer. J. Adv. Comput. Intell. Intell. Informatics 28 (4) (2024)
Xiang Cheng, Jingzhao Zhang, Suvrit Sra
Efficient Sampling on Riemannian Manifolds via Langevin MCMC. CoRR (2024)
Hongyu Yang, Jinjiao Zhang, Liang Zhang, Xiang Cheng, Ze Hu
MRAN: Multimodal relationship-aware attention network for fake news detection. Comput. Stand. Interfaces 89 (2024)
Xiang Cheng, Huihua Liu, Jingzhi Zhang, Yiming Yu, Yunqiu Wu, Chenxi Zhao, Kai Kang
A Fast Transient Response Capless LDO Regulator Achieving -78 dB of PSR Up to 2 MHz. ISCAS (2024)
Hongyu Yang, Youwei Wang, Liang Zhang, Xiang Cheng, Ze Hu
A novel Android malware detection method with API semantics extraction. Comput. Secur. 137 (2024)
Yijie Wang, Jindong Xu, Zongbao Liang, Qianpeng Chong, Xiang Cheng
FDM: Document image seen-through removal via Fuzzy Diffusion Models. Pattern Recognit. Lett. 184 (2024)
Kaixin Chen, Bing Li, Rongqing Zhang, Xiang Cheng
Autonomous Intersection Management with Heterogeneous Vehicles: A Multi-Agent Reinforcement Learning Approach. IV (2024)
Sanchayan Dutta, Xiang Cheng, Suvrit Sra
Riemannian Bilevel Optimization. CoRR (2024)
Lixia Xie, Bingdi Yuan, Hongyu Yang, Ze Hu, Laiwei Jiang, Liang Zhang, Xiang Cheng
MRFM: A timely detection method for DDoS attacks in IoT with multidimensional reconstruction and function mapping. Comput. Stand. Interfaces 89 (2024)
Xiang Cheng, Bohan Wang, Jingzhao Zhang, Yusong Zhu
Fast Conditional Mixing of MCMC Algorithms for Non-log-concave Distributions. CoRR (2023)
Taihao Zhang, Xuewei Li, Hongdong Gai, Yuheng Zhu, Xiang Cheng
Integrated Controller Design and Application for CNC Machine Tool Servo Systems Based on Model Reference Adaptive Control and Adaptive Sliding Mode Control. Sensors 23 (24) (2023)
Hongyu Yang, Tao Zhang, Ze Hu, Liang Zhang, Xiang Cheng
A DGA Domain Name Detection Method Based on Two-Stage Feature Reinforcement. TrustCom (2023)
Zhaoyi Song, Rongqing Zhang, Xiang Cheng
HELSA: Hierarchical Reinforcement Learning with Spatiotemporal Abstraction for Large-Scale Multi-Agent Path Finding. IROS (2023)
Xiang Cheng, Hao Jiang, Dong Shen, Xinghuo Yu
A Novel Adaptive Gain Strategy for Stochastic Learning Control. IEEE Trans. Cybern. 53 (8) (2023)
Kwangjun Ahn, Xiang Cheng, Hadi Daneshmand, Suvrit Sra
Transformers learn to implement preconditioned gradient descent for in-context learning. CoRR (2023)
Sirui Wu, Jin Lin, Jiarong Li, Feng Liu, Yonghua Song, Yanhui Xu, Xiang Cheng, Zhipeng Yu
Multi-timescale Trading Strategy for Renewable Power to Ammonia Virtual Power Plant in the Electricity, Hydrogen, and Ammonia Markets. CoRR (2023)
Hongyu Yang, Tao Zhang, Ze Hu, Liang Zhang, Xiang Cheng
An Improved Capsule Network for DGA Domain Detection. MSN (2023)
Xiang Cheng, Hong Lei
Semantic Segmentation of Remote Sensing Imagery Based on Multiscale Deformable CNN and DenseCRF. Remote. Sens. 15 (5) (2023)
Lixia Xie, Yange Li, Hongyu Yang, Peng Wang, Ze Hu, Xiang Cheng, Liang Zhang
A Multi-scene Webpage Fingerprinting Method Based on Multi-head Attention and Data Enhancement. Inscrypt (1) (2023)
Kumar Sai Bondada, Hanchao Yang, Xiang Cheng, Daniel J. Jakubisin, Nishith D. Tripathi, Gus Anderson, Yaling Yang, Jeffrey H. Reed
Enhanced Non-preemptive Support of URLLC using Spread Spectrum Underlay Signalling. MILCOM (2023)
Xiang Cheng, Md Amanullah, Weigang Liu, Yi Liu, Xiaoqing Pan, Honghe Zhang, Haiming Xu, Peng-Yuan Liu, Yan Lu
WMDS.net: a network control framework for identifying key players in transcriptome programs. Bioinform. 39 (2) (2023)
Xiang Cheng, Yangfei Zheng
A Rule-Based Unstructured Information Extraction Model for Announcements of Listed Companies' Stock Increase or Decrease. ICCDA (2023)
Xingxia Wang, Xiang Cheng, Jingwei Lu, Oliver Kwan, Shixing Li, Zhixing Ping
Metaverses-Based Parallel Oil Fields in CPSS: A Framework and Methodology. IEEE Trans. Syst. Man Cybern. Syst. 53 (4) (2023)
Kwangjun Ahn, Xiang Cheng, Hadi Daneshmand, Suvrit Sra
Transformers learn to implement preconditioned gradient descent for in-context learning. NeurIPS (2023)
Xiang Cheng, Tielin Zhang, Shuncheng Jia, Bo Xu
Meta neurons improve spiking neural networks for efficient spatio-temporal learning. Neurocomputing 531 (2023)
Scott Constable, Jo Van Bulck, Xiang Cheng, Yuan Xiao, Cedric Xing, Ilya Alexandrovich, Taesoo Kim, Frank Piessens, Mona Vij, Mark Silberstein
AEX-Notify: Thwarting Precise Single-Stepping Attacks through Interrupt Awareness for Intel SGX Enclaves. USENIX Security Symposium (2023)
Xiang Cheng, Bohan Wang, Jingzhao Zhang, Yusong Zhu
Fast Conditional Mixing of MCMC Algorithms for Non-log-concave Distributions. NeurIPS (2023)
Xiang Cheng, Yuxin Chen, Suvrit Sra
Transformers Implement Functional Gradient Descent to Learn Non-Linear Functions In Context. CoRR (2023)
Hongyu Yang, Youwei Wang, Liang Zhang, Ze Hu, Xiang Cheng, Laiwei Jiang
EAMDM: An Evolved Android Malware Detection Method Using API Clustering. TrustCom (2023)
Zifan Ning, Chaojin Chen, Xiang Cheng, Wangzi Yao, Tielin Zhang, Bo Xu
Neuromorphic Incremental on-chip Learning with Hebbian Weight Consolidation. CoRR (2023)
Kumar Sai Bondada, Xiang Cheng, Hanchao Yang, Daniel J. Jakubisin, Nishith D. Tripathi, G. Anderson, Yaling Yang, Jeffrey H. Reed
Demonstration of 5G-Underlay Signal Co-existence. MILCOM (2023)
Kwangjun Ahn, Xiang Cheng, Minhak Song, Chulhee Yun, Ali Jadbabaie, Suvrit Sra
Linear attention is (maybe) all you need (to understand transformer optimization). CoRR (2023)
Hanchao Yang, Kumar Sai Bondada, Xiang Cheng, Daniel J. Jakubisin, Nishith D. Tripathi, Yaling Yang, Gustave Anderson, Jeffrey H. Reed
Underlay-based 5G Sidelink with Co-channel Interference Cancellation. MILCOM (2023)
Yilun Xu, Mingyang Deng, Xiang Cheng, Yonglong Tian, Ziming Liu, Tommi S. Jaakkola
Restart Sampling for Improving Generative Processes. NeurIPS (2023)
Yilun Xu, Mingyang Deng, Xiang Cheng, Yonglong Tian, Ziming Liu, Tommi S. Jaakkola
Restart Sampling for Improving Generative Processes. CoRR (2023)
Hongyu Yang, Youwei Wang, Liang Zhang, Ze Hu, Laiwei Jiang, Xiang Cheng
An Android Malware Detection Method Using Better API Contextual Information. Inscrypt (2) (2023)
Pengfei Zhang, Xiang Cheng, Sen Su, Ning Wang
Effective truth discovery under local differential privacy by leveraging noise-aware probabilistic estimation and fusion. Knowl. Based Syst. 261 (2023)
Hongyu Yang, Jinjiao Zhang, Ze Hu, Liang Zhang, Xiang Cheng
A Fake News Detection Method Based on a Multimodal Cooperative Attention Network. ICICS (2023)
Sangdon Park, Xiang Cheng, Taesoo Kim
Unsafe's Betrayal: Abusing Unsafe Rust in Binary Reverse Engineering toward Finding Memory-safety Bugs via Machine Learning. CoRR (2022)
Yufei Wang, Xiang Cheng
PRISM: Prefix-Sum based Range Queries Processing Method under Local Differential Privacy. ICDE (2022)
Chieh-Hung Chen, Xuemin Zhang, Yang-Yi Sun, Fei Wang, Tien-Chi Liu, Chi-Yen Lin, Yongxin Gao, Jun Lyu, Xiaobing Jin, Xiaoli Zhao, Xiang Cheng, Pengyu Zhang, Qiyu Chen, Dixin Zhang, Zhiqiang Mao, Jann-Yenq Liu
Individual Wave Propagations in Ionosphere and Troposphere Triggered by the Hunga Tonga-Hunga Ha'apai Underwater Volcano Eruption on 15 January 2022. Remote. Sens. 14 (9) (2022)
Pengfei Zhang, Xiang Cheng, Sen Su, Ning Wang
Area coverage-based worker recruitment under geo-indistinguishability. Comput. Networks 217 (2022)
Sheng Jie Lui, Xiang Cheng, Shonali Krishnaswamy
Inductive Representation Learning of Multiple ICD Codes for Healthcare. ICCA (2022)
Zhiwei Wei, Bing Li, Rongqing Zhang, Xiang Cheng, Liuqing Yang
Dynamic Many-to-Many Task Offloading in Vehicular Fog Computing: A Multi-Agent DRL Approach. GLOBECOM (2022)
Xiang Cheng, Jingzhao Zhang, Suvrit Sra
Efficient Sampling on Riemannian Manifolds via Langevin MCMC. NeurIPS (2022)
Hongyu Yang, Yupei Zhang, Liang Zhang, Xiang Cheng
Malware detection based on visualization of recombined API instruction sequence. Connect. Sci. 34 (1) (2022)
Xiaobing Jin, Junwei Bu, Guilan Qiu, Li Ma, Zhongming Chen, Tao Chen, Junwei Wu, Bo Pan, Hai Ji, Jingxuan Tian, Xiaoxiao Wu, Zhipeng Li, Liang Zhang, Chang Liu, Xiaoli Zhao, Xiang Cheng
Non-normal distribution of radon and residual radon and short-term abnormal precursors of residual radon before major earthquakes. Earth Sci. Informatics 15 (4) (2022)
Jingwei Lu, Xingxia Wang, Xiang Cheng, Jing Yang, Oliver Kwan, Xiao Wang
Parallel Factories for Smart Industrial Operations: From Big AI Models to Field Foundational Models and Scenarios Engineering. IEEE CAA J. Autom. Sinica 9 (12) (2022)
Hui Sun, Xiang Cheng, Chaowei Zhang, Yinliang Yue, Xiao Qin
HIPA: A hybrid load balancing method in SSDs for improved parallelism performance. J. Syst. Archit. 131 (2022)
Jiaxi Yang, Xiang Cheng
Public Data Assisted Differential Private Deep Learning. IJCNN (2022)
Xiang Cheng, Xuan Han, Yu Song, Tielin Zhang, Bo Xu
Artificial Neural Network-assisted Amplitude Thresholding Improves Spike Detection. ICCPR (2022)
Hongyu Yang, Haiyun Yang, Liang Zhang, Xiang Cheng
Source Code Vulnerability Detection Using Vulnerability Dependency Representation Graph. TrustCom (2022)
Chengqian Guo, Gang Ma, Haibin Xiao, Wei Zhou, Hongjie Chen, Zhiwei Zhou, Xiang Cheng
Displacement Back Analysis of Reservoir Landslide Based on Multi-Source Monitoring Data: A Case Study of the Cheyiping Landslide in the Lancang River Basin, China. Remote. Sens. 14 (11) (2022)
Xiang Cheng, Huaguang Shi, Zhanqi Jin, Nianwen Ning, Yanyu Zhang, Yi Zhou
Energy Efficiency Aware Collaborative Multi-UAV Deployment for Intelligent Traffic Surveillance. LATINCOM (2022)
Tielin Zhang, Shuncheng Jia, Xiang Cheng, Bo Xu
Tuning Convolutional Spiking Neural Network With Biologically Plausible Reward Propagation. IEEE Trans. Neural Networks Learn. Syst. 33 (12) (2022)
Jianyu Yang, Xiang Cheng, Sen Su, Huizhong Sun, Changju Chen
Collecting Individual Trajectories under Local Differential Privacy. MDM (2022)
Kaizhong Jin, Xiang Cheng, Yuchao Ma
Differentially Private Distributed Multi-Task Relationship Learning. ICCCN (2022)
Liyi Yu, Wangren Qiu, Weizhong Lin, Xiang Cheng, Xuan Xiao, Jiexia Dai
HGDTI: predicting drug-target interaction by using information aggregation based on heterogeneous graph neural network. BMC Bioinform. 23 (1) (2022)
Xiang Cheng, Ning Zhang, Wanying Xie, Guoyin Cai
Method of Accessing the Urban Public Space from GF-2 Image by Indicator SDG 11.7.1. IGARSS (2022)
Hongyu Yang, Zelin Wang, Liang Zhang, Xiang Cheng
IoT botnet detection with feature reconstruction and interval optimization. Int. J. Intell. Syst. 37 (12) (2022)
Ming-Xia Liu, Xiang Cheng, Sen Su, Ming Kuang, Gang Li
Bootstrapping Joint Entity and Relation Extraction with Reinforcement Learning. WISE (2022)
Xiaobing Jin, Junwei Bu, Guilan Qiu, Li Ma, Zhongming Chen, Tao Chen, Junwei Wu, Bo Pan, Hai Ji, Jingxuan Tian, Xiaoxiao Wu, Zhipeng Li, Liang Zhang, Chang Liu, Xiaoli Zhao, Xiang Cheng
Correction to: Non-normal distribution of radon and residual radon and short-term abnormal precursors of residual radon before major earthquakes. Earth Sci. Informatics 15 (4) (2022)
Qinglai Wei, Jingwei Lu, Tianmin Zhou, Xiang Cheng, Fei-Yue Wang
Event-Triggered Near-Optimal Control of Discrete-Time Constrained Nonlinear Systems With Application to a Boiler-Turbine System. IEEE Trans. Ind. Informatics 18 (6) (2022)
Xiang Cheng, David Devecsery
Creating concise and efficient dynamic analyses with ALDA. ASPLOS (2022)
Xiang Cheng, Jun Kit Chaw, Kam Meng Goh, Tin Tin Ting, Shafrida Sahrani, Mohammad Nazir Ahmad, Rabiah Abdul Kadir, Mei Choo Ang
Systematic Literature Review on Visual Analytics of Predictive Maintenance in the Manufacturing Industry. Sensors 22 (17) (2022)
Xiang Cheng, Hanchao Yang, Daniel J. Jakubisin, N. Tripathi, G. Anderson, A. K. Wang, Y. Yang, Jeffrey H. Reed
5G Physical Layer Resiliency Enhancements with NB-IoT Use Case Study. MILCOM (2022)
Xiang Cheng, Hong Lei
Remote Sensing Scene Image Classification Based on mmsCNN-HMM with Stacking Ensemble Model. Remote. Sens. 14 (17) (2022)
Xuan Xiao, Yu-Tao Shao, Xiang Cheng, Biljana Stamatovic
iAMP-CA2L: a new CNN-BiLSTM-SVM classifier based on cellular automata image for identifying antimicrobial peptides and their functional types. Briefings Bioinform. 22 (6) (2021)
Kaizhong Jin, Xiang Cheng, Jiaxi Yang, Kaiyuan Shen
Differentially Private Correlation Alignment for Domain Adaptation. IJCAI (2021)
Zitong Li, Xiang Cheng, Lixiao Sun, Ji Zhang, Bing Chen
A Hierarchical Approach for Advanced Persistent Threat Detection with Attention-Based Graph Neural Networks. Secur. Commun. Networks 2021 (2021)
Shinan Liu, Xiang Cheng, Hanchao Yang, Yuanchao Shu, Xiaoran Weng, Ping Guo, Kexiong Curtis Zeng, Gang Wang, Yaling Yang
Stars Can Tell: A Robust Method to Defend against GPS Spoofing Attacks using Off-the-shelf Chipset. USENIX Security Symposium (2021)
Duzhen Zhang, Tielin Zhang, Shuncheng Jia, Xiang Cheng, Bo Xu
Population-coding and Dynamic-neurons improved Spiking Actor Network for Reinforcement Learning. CoRR (2021)
Peng Li, Xiang Cheng, Xu Chu, Yeye He, Surajit Chaudhuri
Auto-FuzzyJoin: Auto-Program Fuzzy Similarity Joins Without Labeled Examples. CoRR (2021)
Jiale Zhang, Zhen Cheng, Xiang Cheng, Bing Chen
OAC-HAS: outsourced access control with hidden access structures in fog-enhanced IoT systems. Connect. Sci. 33 (4) (2021)
Sinho Chewi, Chen Lu, Kwangjun Ahn, Xiang Cheng, Thibaut Le Gouic, Philippe Rigollet
Optimal dimension dependence of the Metropolis-Adjusted Langevin Algorithm. COLT (2021)
Xiang Cheng, Mitchell Bowden, Bhushan Ramesh Bhange, Priyanka Goyal, Thomas Packer, Faizan Javed
An End-to-End Solution for Named Entity Recognition in eCommerce Search. AAAI (2021)
Jinyue Wu, Xiang Cheng, Xiaoyong Ma, Wei Li, Yi Zhou
A Time-Efficient and Attention-Aware Deployment Strategy for UAV Networks Driven by Deep Reinforcement Learning. VTC Fall (2021)
Peng Li, Xiang Cheng, Xu Chu, Yeye He, Surajit Chaudhuri
Auto-FuzzyJoin: Auto-Program Fuzzy Similarity Joins Without Labeled Examples. SIGMOD Conference (2021)
Qi Mao, Shuguang Zhao, Dongbing Tong, Shengchao Su, Zhiwei Li, Xiang Cheng
Hessian-MRLoG: Hessian information and multi-scale reverse LoG filter for pulmonary nodule detection. Comput. Biol. Medicine 131 (2021)
Fei Chu, Xiang Cheng, Chuang Peng, Runda Jia, Tao Chen, Qinglai Wei
A process transfer model-based optimal compensation control strategy for batch process using just-in-time learning and trust region method. J. Frankl. Inst. 358 (1) (2021)
Xiang Cheng, Yunzhe Hao, Jiaming Xu, Bo Xu
LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recognition. IJCAI (2020)
Qiaoyue Liu, Xiang Cheng, Gan Liu, Bohao Li, Xiuqin Liu
Deep learning improves the ability of sgRNA off-target propensity prediction. BMC Bioinform. 21 (1) (2020)
Rufeng Xu, Xun Li, Guangming Zheng, Xiang Cheng, Yebing Tian
A radius compensation method of barrel tool based on macro variables in five-axis flank machining of sculptured surfaces. Int. J. Prod. Res. 58 (8) (2020)
Ziwei Huang, Xi Zhang, Xiang Cheng
Non-geometrical stochastic model for non-stationary wideband vehicular communication channels. IET Commun. 14 (1) (2020)
Xiang Cheng, Dong Yin, Peter L. Bartlett, Michael I. Jordan
Stochastic Gradient and Langevin Processes. ICML (2020)
Xiang Cheng, Mitchell Bowden, Bhushan Ramesh Bhange, Priyanka Goyal, Thomas Packer, Faizan Javed
An End-to-End Solution for Named Entity Recognition in eCommerce Search. CoRR (2020)
Xiang Cheng, Hanchao Yang, Archanaa S. Krishnan, Patrick Schaumont, Yaling Yang
KHOVID: Interoperable Privacy Preserving Digital Contact Tracing. CoRR (2020)
Xiang Cheng, Qingquan Li, Wei Zhou, Zhiwei Zhou
External Deformation Monitoring and Improved Partial Least Squares Data Analysis Methods of High Core Rock-Fill Dam (HCRFD). Sensors 20 (2) (2020)
Sinho Chewi, Chen Lu, Kwangjun Ahn, Xiang Cheng, Thibaut Le Gouic, Philippe Rigollet
Optimal dimension dependence of the Metropolis-Adjusted Langevin Algorithm. CoRR (2020)
Guoyong Zhao, Chunxiao Li, Zhe Lv, Xiang Cheng, Guangming Zheng
Specific energy consumption prediction model of CNC machine tools based on tool wear. Int. J. Comput. Integr. Manuf. 33 (2) (2020)
Xiangming Gu, Xiang Cheng
Distilling a Deep Neural Network into a Takagi-Sugeno-Kang Fuzzy Inference System. CoRR (2020)
Andre Lim, Xiang Cheng, Feng Lin
Sliding Mode Control for Fast & Accurate Trajectory Tracking in an Unconventional Micro Unmanned Aerial Vehicle. ICCA (2020)
Tielin Zhang, Shuncheng Jia, Xiang Cheng, Bo Xu
Tuning Convolutional Spiking Neural Network with Biologically-plausible Reward Propagation. CoRR (2020)
Xiang Cheng, Tielin Zhang, Shuncheng Jia, Bo Xu
Finite Meta-Dynamic Neurons in Spiking Neural Networks for Spatio-temporal Learning. CoRR (2020)
Xiang Cheng, Peter L. Bartlett, Michael I. Jordan
Quantitative Central Limit Theorems for Discrete Stochastic Processes. CoRR (2019)
Xi Zhang, Xiang Cheng
Second Order Statistics of Simulation Models for UAV-MIMO Ricean Fading Channels. ICC (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Xiang Cheng