影响力指数
论文质量、代表作、近期表现、广度与样本量置信度综合计算
73.08/100
前 2.2%
全站排名 #1,388
发表论文27 篇
平均评分
年均产出9.0 篇/年
Bei Jiang
研究方向
Differential Privacy · Fairness · Bayesian Methods · Conformal prediction/uncertainty quantification · dcentralized/federated statistical learning
14
Exponential-Wrapped Mechanisms: Differential Privacy on Hadamard Manifolds Made Practical
ICLR 2026Poster
通讯16
Achieving Fairness-Utility Trade-offs through Decoupling Direct and Indirect Bias
ICLR 2026Rejected
23
Adaptive Conformal Prediction via Mixture-of-Experts Gating Similarity
ICLR 2026Poster
通讯20
One-Shot Weighted Ensemble Estimation for Federated Quantile Regression: Optimal Statistical Guarantees under Heterogeneous Structured Data
ICLR 2026Rejected
通讯18
A Bayesian Nonparametric Framework for Private, Fair, and Balanced Tabular Data Synthesis
ICLR 2026Poster
通讯13
Online Continual Learning under Real Concept Drift: A Statistical Perspective
ICLR 2026Rejected
6
Adaptive robust integration of internal data with external summaries under distributional shift
ICLR 2026Rejected
11
CNB: A Bayesian Nonparametric Approach to Optimal Conformal Prediction
ICLR 2026Rejected
三作6
Maximum Probability-driven Bandit Learning for Matching Markets
ICLR 2026Rejected
15
Private Top-$k$ Selection under Gumbel Differential Privacy Guarantees
ICLR 2026Withdrawn
22
Understanding Fairness and Prediction Error through Subspace Decomposition and Influence Analysis
NeurIPS 2025Poster
通讯21
Intrinsic Benefits of Categorical Distributional Loss: Uncertainty-aware Regularized Exploration in Reinforcement Learning
NeurIPS 2025Poster
28
Exponential-Wrapped Mechanisms for Differential Privacy on Hadamard Manifolds
ICLR 2025Rejected
通讯21
CBMA: Improving Conformal Prediction through Bayesian Model Averaging
ICLR 2025Poster
三作28
The Benefits of Being Categorical Distributional: Uncertainty-aware Regularized Exploration in Reinforcement Learning
ICLR 2025Rejected
11
Differentially Private Analysis for Binary Response Models: Optimality, Estimation, and Inference
ICML 2025Poster
通讯15
An Efficient LLM Alignment Framework for Automated Radiology Impression Generation
ICLR 2025Rejected
7
Conformal Prediction with Model-Aware Debiasing
ICLR 2025Withdrawn
二作5
FDA: Generating Fair Synthetic Data with Provable Trade-off between Fairness and Faithfulness
ICLR 2025Withdrawn
一作18
Budget-constrained Active Learning to De-censor Survival Data
ICLR 2025Rejected
二作