Binyan Jiang

16 papers Journal 14Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
DARE: Aligning LLM Agents with the R Statistical Ecosystem via Distribution-Aware Retrieval.
CoRR
Maojun Sun, Yue Wu, Yifei Xie, Ruijian Han, Binyan Jiang, Defeng Sun, Yancheng Yuan, Jian Huang
2026 J jnl
DSAEval: Evaluating Data Science Agents on a Wide Range of Real-World Data Science Problems.
CoRR
Maojun Sun, Yifei Xie, Yue Wu, Ruijian Han, Binyan Jiang, Defeng Sun, Yancheng Yuan, Jian Huang
2026 J jnl
LLM-Enhanced Rumor Detection via Virtual Node Induced Edge Prediction.
CoRR
Jiran Tao, Cheng Wang, Binyan Jiang
2024 J jnl
A Survey on Large Language Model-based Agents for Statistics and Data Science.
CoRR
Maojun Sun, Ruijian Han, Binyan Jiang, Houduo Qi, Defeng Sun, Yancheng Yuan, Jian Huang
2024 J jnl
HiQR: An efficient algorithm for high-dimensional quadratic regression with penalties.
Comput. Stat. Data Anal.
Cheng Wang, Haozhe Chen, Binyan Jiang
2024 J jnl
LAMBDA: A Large Model Based Data Agent.
CoRR
Maojun Sun, Ruijian Han, Binyan Jiang, Houduo Qi, Defeng Sun, Yancheng Yuan, Jian Huang
2024 J jnl
Sr-LDA:Sparse and Reduced-Rank Linear Discriminant Analysis for High Dimensional Matrix.
IEEE Signal Process. Lett.
Yao Wang, Cheng Wang, Binyan Jiang
2023 J jnl
Autoregressive Networks.
J. Mach. Learn. Res.
Binyan Jiang, Jialiang Li, Qiwei Yao
2023 J jnl
MARS: A Second-Order Reduction Algorithm for High-Dimensional Sparse Precision Matrices Estimation.
J. Mach. Learn. Res.
Qian Li, Binyan Jiang, Defeng Sun
2022 J jnl
Tuning selection for two-scale kernel density estimators.
Comput. Stat.
Xinyang Yu, Cheng Wang, Zhongqing Yang, Binyan Jiang
2022 J jnl
Two-mode Networks: Inference with as Many Parameters as Actors and Differential Privacy.
J. Mach. Learn. Res.
Qiuping Wang, Ting Yan, Binyan Jiang, Chenlei Leng
2020 J jnl
An efficient ADMM algorithm for high dimensional precision matrix estimation via penalized quadratic loss.
Comput. Stat. Data Anal.
Cheng Wang, Binyan Jiang
2018 J jnl
A Direct Approach for Sparse Quadratic Discriminant Analysis.
J. Mach. Learn. Res.
Binyan Jiang, Xiangyu Wang, Chenlei Leng
2018 J jnl
Sample size determination for high dimensional parameter estimation with application to biomarker identification.
Comput. Stat. Data Anal.
Binyan Jiang, Jialiang Li
2016 — conf
Using Online Controlled Experiments to Examine Authority Effects on User Behavior in Email Campaigns.
HT
Kwan Hui Lim, Ee-Peng Lim, Binyan Jiang, Palakorn Achananuparp
2014 — conf
Do you know the speaker?: an online experiment with authority messages on event websites.
WWW (Companion Volume)
Kwan Hui Lim, Binyan Jiang, Ee-Peng Lim, Palakorn Achananuparp