Joint Routing and Channel Assignment in Multi-Radio Wireless Mesh Networks. - Xiangrui Meng; Kun Tan; Qian Zhang 001 (ICC, 2006)

Wisdom of the better few: cold start recommendation via representative based rating elicitation. - Nathan Nan Liu; Xiangrui Meng; Chao Liu 001; Qiang Yang 001 (RecSys, 2011)

LSRN: A Parallel Iterative Solver for Strongly Over- or Under-Determined Systems - Xiangrui Meng; Michael A. Saunders; Michael W. Mahoney (CoRR, 2011)

The Fast Cauchy Transform: with Applications to Basis Construction, Regression, and Subspace Approximation in L1 - Kenneth L. Clarkson; Petros Drineas; Malik Magdon-Ismail; Michael W. Mahoney; Xiangrui Meng; David P. Woodruff (CoRR, 2012)

Symbiotic Simulation of Assembly Quality Control in Large Gas Turbine Manufacturing. - Xiangrui Meng; Linxuan Zhang; Mian Wang (AsiaSim, 2013)

Scalable Simple Random Sampling and Stratified Sampling. - Xiangrui Meng (ICML (3), 2013)

Robust Regression on MapReduce. - Xiangrui Meng; Michael W. Mahoney (ICML (3), 2013)

Low-distortion subspace embeddings in input-sparsity time and applications to robust linear regression. - Xiangrui Meng; Michael W. Mahoney (STOC, 2013)

LSRN: A Parallel Iterative Solver for Strongly Over- or Underdetermined Systems. - Xiangrui Meng; Michael A. Saunders; Michael W. Mahoney (SIAM J. Sci. Comput., 2014)

Quantile Regression for Large-Scale Applications. - Jiyan Yang; Xiangrui Meng; Michael W. Mahoney (SIAM J. Sci. Comput., 2014)

Spark SQL: Relational Data Processing in Spark. - Michael Armbrust; Reynold S. Xin; Cheng Lian; Yin Huai; Davies Liu; Joseph K. Bradley; Xiangrui Meng; Tomer Kaftan; Michael J. Franklin; Ali Ghodsi 002; Matei Zaharia (SIGMOD Conference, 2015)

linalg: Matrix Computations in Apache Spark. - Reza Bosagh Zadeh; Xiangrui Meng; Burak Yavuz; Aaron Staple; Li Pu; Shivaram Venkataraman; Evan Randall Sparks; Alexander Ulanov; Matei Zaharia (CoRR, 2015)

Downside management in recommender systems. - Huan Gui; Haishan Liu; Xiangrui Meng; Anmol Bhasin; Jiawei Han 001 (ASONAM, 2016)

Matrix Computations and Optimization in Apache Spark. - Reza Bosagh Zadeh; Xiangrui Meng; Alexander Ulanov; Burak Yavuz; Li Pu; Shivaram Venkataraman; Evan Randall Sparks; Aaron Staple; Matei Zaharia (KDD, 2016)

A slope location and orientation estimation method based on 3D LiDAR suitable for quadruped robots. - Xiangrui Meng; Chao Zhou 002; Zhiqiang Cao; Leijie Zhang; Xilong Liu; Shuo Wang 001 (ROBIO, 2016)

SparkR: Scaling R Programs with Spark. - Shivaram Venkataraman; Zongheng Yang; Davies Liu; Eric Liang; Hossein Falaki; Xiangrui Meng; Reynold Xin; Ali Ghodsi 002; Michael J. Franklin; Ion Stoica; Matei Zaharia (SIGMOD Conference, 2016)

Apache Spark: a unified engine for big data processing. - Matei Zaharia; Reynold S. Xin; Patrick Wendell; Tathagata Das; Michael Armbrust; Ankur Dave; Xiangrui Meng; Josh Rosen; Shivaram Venkataraman; Michael J. Franklin; Ali Ghodsi 002; Joseph Gonzalez 001; et al. (Commun. ACM, 2016)

MLlib: Machine Learning in Apache Spark. - Xiangrui Meng; Joseph K. Bradley; Burak Yavuz; Evan Randall Sparks; Shivaram Venkataraman; Davies Liu; Jeremy Freeman; D. B. Tsai; Manish Amde; Sean Owen; Doris Xin; Reynold Xin; et al. (J. Mach. Learn. Res., 2016)

Implementing Randomized Matrix Algorithms in Parallel and Distributed Environments. - Jiyan Yang; Xiangrui Meng; Michael W. Mahoney (Proc. IEEE, 2016)

The Fast Cauchy Transform and Faster Robust Linear Regression. - Kenneth L. Clarkson; Petros Drineas; Malik Magdon-Ismail; Michael W. Mahoney; Xiangrui Meng; David P. Woodruff (SIAM J. Comput., 2016)

Collaborative Filtering as a Case-Study for Model Parallelism on Bulk Synchronous Systems. - Ariyam Das; Ishan Upadhyaya; Xiangrui Meng; Ameet Talwalkar (CIKM, 2017)

A Navigation Framework for Mobile Robots with 3D LiDAR and Monocular Camera. - Xiangrui Meng; Jun Cai; Yelan Wu; Shuang Liang 004; Zhiqiang Cao; Shuo Wang 001 (IECON, 2018)

Target Tracking Control Based on Dual Model Fusion. - Kang Li; Wenzhong Zha; Xiangrui Meng; Xiaoguang Zhao (ROBIO, 2019)

Diversified Investment Strategy and the Operation of Internal Capital Market: The Moderating Effect of Corporate Governance Mechanism. - Zhixia Cui; Xiangrui Meng; Xiangqian Wang 002; Keliang Wang (IEEE Access, 2019)

Semantic Ground Plane Constraint in Visual SLAM for Indoor Scenes. - Rong Wang; Wenzhong Zha; Xiangrui Meng; Fanle Meng; Yuhang Wu; Jianjun Ge; Dongbing Gu (PRCV (1), 2020)

Path Planning Based on Segmented Bezier Curves and A* Algorithm for Mobile Robot. - Xiangrui Meng; Shuang Liang 004; Zhiqiang Cao; Zhonghui Li; Shuo Wang 001 (ROBIO, 2021)

On Z₂Z₂[u³]-Additive Cyclic and Complementary Dual Codes. - Xiaotong Hou; Xiangrui Meng; Jian Gao 001 (IEEE Access, 2021)

Design and implementation of intelligent second-hand platform based on big data MVC architecture and information processing. - Shuo Zhang; Xiangrui Meng (ICCSIE, 2022)

Complete weight enumerator of torsion codes. - Xiangrui Meng; Jian Gao 001 (Adv. Math. Commun., 2022)

On generalized quasi-cyclic codes over Z4. - Jian Gao 001; Xiangrui Meng; Fang-Wei Fu 001 (CoRR, 2022)

Weight distribution of double cyclic codes over Galois rings. - Jian Gao 001; Xiangrui Meng; Fang-Wei Fu 001 (Des. Codes Cryptogr., 2022)

Codes with low-dimensional hull. - Xiangrui Meng; Vidya Sagar; Ritumoni Sarma (Int. J. Inf. Coding Theory, 2022)

Performance Demonstration of Dispersive SCORE: Digital Scalloped Beamforming With X-Band and C-Band DBF-SARs. - Zhen Chen 019; Zhimin Zhang 001; Wei Wang 091; Qingchao Zhao; Yuhao Wen; Xiangrui Meng (IEEE Geosci. Remote. Sens. Lett., 2022)

Demonstration of Intermediate Frequency Digital Beamforming With X-Band and C-Band DBF-SARs. - Xiangrui Meng; Zhimin Zhang 001; Wei Wang 091; Chuanzhao Han; Zhen Chen 019; Jinsong Qiu; Yuhao Wen (IEEE Geosci. Remote. Sens. Lett., 2022)

A Novel Real-Time Echo Separation Processing Architecture for Space-Time Waveform-Encoding SAR Based on Elevation Digital Beamforming. - Jinsong Qiu; Zhimin Zhang 001; Zhen Chen 019; Shuo Han 004; Wei Wang 091; Yuhao Wen; Xiangrui Meng; Huaitao Fan (Remote. Sens., 2022)

A Novel Time-Domain Frequency Diverse Array HRWS Imaging Scheme for Spotlight SAR. - Yuhao Wen; Zhimin Zhang 001; Zhen Chen 019; Jinsong Qiu; Mingshan Ren; Xiangrui Meng (Remote. Sens., 2022)

Gas Concentration Prediction Based on IWOA-LSTM-CEEMDAN Residual Correction Model. - Ningke Xu; Xiangqian Wang 002; Xiangrui Meng; Haoqian Chang (Sensors, 2022)

Learning Group-Level Information Integration in Multi-Agent Communication. - Xiangrui Meng; Ying Tan (AAMAS, 2023)

Minimal linear codes from defining sets over Fp+uFp. - Jian Gao 001; Yaozong Zhang; Xiangrui Meng; Fang-Wei Fu 001 (Discret. Math., 2023)

An Improved Real-Time Echo Separation Processing Scheme in Intermediate Frequency Domain. - Xiangrui Meng; Zhimin Zhang 001; Wei Wang 091; Jinsong Qiu; Zhen Chen 019; Huaitao Fan (IEEE Geosci. Remote. Sens. Lett., 2023)

n-Dimensional quasi-cyclic codes over finite chain rings. - Shuyao Wang; Jian Gao 001; Xiangrui Meng; Fanghui Ma (J. Appl. Math. Comput., 2023)

Weight distributions of Q2DC codes over finite fields. - Xiangrui Meng; Jian Gao 001; Fang-Wei Fu 001; Fanghui Ma (Des. Codes Cryptogr., 2023)

Weight distributions of generalized quasi-cyclic codes over Fq+uFq. - Jian Gao 001; Xiangrui Meng; Fang-Wei Fu 001 (Finite Fields Their Appl., 2023)

PMAC: Personalized Multi-Agent Communication. - Xiangrui Meng; Ying Tan (AAAI, 2024)

Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects. - Yuheng Cheng; Ceyao Zhang; Zhengwen Zhang; Xiangrui Meng; Sirui Hong; Wenhao Li 001; Zihao Wang; Zekai Wang; Feng Yin; Junhua Zhao 001; Xiuqiang He 001 (CoRR, 2024)

Weight distribution of double cyclic codes over Fq+uFq. - Xiangrui Meng; Jian Gao 001; Fang-Wei Fu 001 (Finite Fields Their Appl., 2024)

Copula-based wind-induced failure prediction of overhead transmission line considering multiple temperature factors. - Xiangrui Meng; Li Tian; Chao Li; Juncai Liu (Reliab. Eng. Syst. Saf., 2024)

An Improved Ambiguity Echo Separation Strategy for Multichannel SAR Based on Independent Component Analysis. - Yuhao Wen; Zhimin Zhang 001; Xiangrui Meng; Zongsen Lv; Zhen Chen 019; Yifei Liu; Huaitao Fan; Lei Zhang 193 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Multi-guiding spark fireworks algorithm: Solving multimodal functions by multiple guiding sparks in fireworks algorithm. - Xiangrui Meng; Ying Tan (Swarm Evol. Comput., 2024)

First Study on the Processing Approach of DBF for Squint Spaceborne SAR Imaging. - Zhaobo Chen; Wei Wang 091; Yongwei Zhang 001; Yunkai Deng; Zhimin Zhang 001; Xiangrui Meng (IEEE Trans. Geosci. Remote. Sens., 2024)

Probabilistic framework for seismic resilience assessment of transmission tower-line systems subjected to mainshock-aftershock sequences. - Juncai Liu; Li Tian; Meng Yang; Xiangrui Meng (Reliab. Eng. Syst. Saf., 2024)

On generalized quasi-cyclic codes over Z4. - Xiangrui Meng; Jian Gao 001; Fang-Wei Fu 001 (Discret. Math., 2024)

Machine learning-based spatial downscaling and bias-correction framework for high-resolution temperature forecasting. - Xiangrui Meng; Huan Zhao 004; Ting Shu; Junhua Zhao 001; Qilin Wan (Appl. Intell., 2024)

Gas concentration prediction based on ED-SLSTM model under the framework of Trend Prediction-Time Point Prediction. - Xiangqian Wang 002; Ningke Xu; Xiangrui Meng (Int. J. Mach. Learn. Cybern., 2024)

Asymptotically good generalized quasi-cyclic codes over finite chain rings. - Xiangrui Meng; Jian Gao 001; Fang-Wei Fu 001 (Adv. Math. Commun., 2025)

Diverse object placement with dual interaction. - Xianhe Cheng; Peng Zhai; Dingkang Yang; Xiangrui Meng; Yang Xia; Lihua Zhang (Neurocomputing, 2025)

Explainable artificial intelligence and advanced feature selection methods for predicting gas concentration in longwall mining. - Haoqian Chang; Xiangqian Wang 002; Alexandra I. Cristea; Xiangrui Meng; Zuxiang Hu; Ziqi Pan (Inf. Fusion, 2025)

Failure prediction of overhead transmission lines incorporating time series prediction model for wind-ice loads. - Xiangrui Meng; Li Tian; Juncai Liu; Qingtong Jin (Reliab. Eng. Syst. Saf., 2025)

A GPU Implementation of Multi-Guiding Spark Fireworks Algorithm for Efficient Black-Box Neural Network Optimization. - Xiangrui Meng; Ying Tan (CoRR, 2025)

Homogeneous Weight Distributions of Cyclic Codes Over Finite Chain Rings. - Xiangrui Meng; Jian Gao 001; Qingxiang Cui; Fang-Wei Fu 001 (IEEE Trans. Inf. Theory, 2025)

Complete weight enumerators of few-weight linear codes. - Xiangdi Zeng; Xiangrui Meng; Jian Gao 001; Fang-Wei Fu 001 (Cryptogr. Commun., 2025)

Complete weight enumerators of quasi-2-dimensional cyclic codes. - Daotong Qiu; Xiaotong Hou; Xiangrui Meng; Jian Gao 001; Jiafu Mi; Fang-Wei Fu 001; Lei Jian (Comput. Appl. Math., 2025)