Binyan Jiang

According to our database, Binyan Jiang authored at least 16 papers between 2014 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

DARE: Aligning LLM Agents with the R Statistical Ecosystem via Distribution-Aware Retrieval.

Maojun Sun, Yue Wu, Yifei Xie, Ruijian Han, Binyan Jiang, Defeng Sun, Yancheng Yuan, Jian Huang

CoRR, March, 2026

LLM-Enhanced Rumor Detection via Virtual Node Induced Edge Prediction.

Jiran Tao, Cheng Wang, Binyan Jiang

CoRR, February, 2026

DSAEval: Evaluating Data Science Agents on a Wide Range of Real-World Data Science Problems.

Maojun Sun, Yifei Xie, Yue Wu, Ruijian Han, Binyan Jiang, Defeng Sun, Yancheng Yuan, Jian Huang

CoRR, January, 2026

2024

HiQR: An efficient algorithm for high-dimensional quadratic regression with penalties.

Cheng Wang, Haozhe Chen, Binyan Jiang

Comput. Stat. Data Anal., April, 2024

Sr-LDA:Sparse and Reduced-Rank Linear Discriminant Analysis for High Dimensional Matrix.

Yao Wang, Cheng Wang, Binyan Jiang

IEEE Signal Process. Lett., 2024

A Survey on Large Language Model-based Agents for Statistics and Data Science.

Maojun Sun, Ruijian Han, Binyan Jiang, Houduo Qi, Defeng Sun, Yancheng Yuan, Jian Huang

CoRR, 2024

LAMBDA: A Large Model Based Data Agent.

Maojun Sun, Ruijian Han, Binyan Jiang, Houduo Qi, Defeng Sun, Yancheng Yuan, Jian Huang

CoRR, 2024

2023

MARS: A Second-Order Reduction Algorithm for High-Dimensional Sparse Precision Matrices Estimation.

Qian Li, Binyan Jiang, Defeng Sun

J. Mach. Learn. Res., 2023

Autoregressive Networks.

Binyan Jiang, Jialiang Li, Qiwei Yao

J. Mach. Learn. Res., 2023

2022

Two-mode Networks: Inference with as Many Parameters as Actors and Differential Privacy.

Qiuping Wang, Ting Yan, Binyan Jiang, Chenlei Leng

J. Mach. Learn. Res., 2022

Tuning selection for two-scale kernel density estimators.

Xinyang Yu, Cheng Wang, Zhongqing Yang, Binyan Jiang

Comput. Stat., 2022

2020

An efficient ADMM algorithm for high dimensional precision matrix estimation via penalized quadratic loss.

Cheng Wang, Binyan Jiang

Comput. Stat. Data Anal., 2020

2018

A Direct Approach for Sparse Quadratic Discriminant Analysis.

Binyan Jiang, Xiangyu Wang, Chenlei Leng

J. Mach. Learn. Res., 2018

Sample size determination for high dimensional parameter estimation with application to biomarker identification.

Binyan Jiang, Jialiang Li

Comput. Stat. Data Anal., 2018

2016

Using Online Controlled Experiments to Examine Authority Effects on User Behavior in Email Campaigns.

Kwan Hui Lim, Ee-Peng Lim, Binyan Jiang, Palakorn Achananuparp

Proceedings of the 27th ACM Conference on Hypertext and Social Media, 2016

2014

Do you know the speaker?: an online experiment with authority messages on event websites.

Kwan Hui Lim, Binyan Jiang, Ee-Peng Lim, Palakorn Achananuparp

Proceedings of the 23rd International World Wide Web Conference, 2014