影响力指数

73.93/100

前 2%

全站排名 #1,314

发表论文11 篇

平均评分6.1

年均产出5.5 篇/年

Eli Chien

Assistant Professor@National Taiwan University·中国台湾·OpenReview

研究方向

Network analysis · Graph Neural Networks · Differential privacy · Machine unlearning · AI Copyright

7.2

LayerDAG: A Layerwise Autoregressive Diffusion Model for Directed Acyclic Graph Generation

ICLR 2025Spotlight

三作

6.8

Do LLMs Really Forget? Evaluating Unlearning with Knowledge Correlation and Confidence Awareness

NeurIPS 2025Poster

6.8

Convergent Privacy Loss of Noisy-SGD without Convexity and Smoothness

ICLR 2025Poster

一作

6.4

Differentially Private Relational Learning with Entity-level Privacy Guarantees

NeurIPS 2025Poster

三作

6.3

Privately Learning from Graphs with Applications in Fine-tuning Large Language Models

COLM 2025Poster

三作

6.3

Underestimated Privacy Risks for Minority Populations in Large Language Model Unlearning

ICML 2025Poster

通讯

5.7

Underestimated Privacy Risks for Minority Populations in Large Language Model Unlearning

ICLR 2025Rejected

通讯

4.3

Privately Learning from Graphs with Applications in Fine-tuning Large Pretrained Models

ICLR 2025Withdrawn

三作

6.3

Langevin Unlearning: A New Perspective of Noisy Gradient Descent for Machine Unlearning

NeurIPS 2024Spotlight

一作

5.7

Certified Machine Unlearning via Noisy Stochastic Gradient Descent

NeurIPS 2024Poster

一作

5.5

Differentially Private Graph Diffusion with Applications in Personalized PageRanks

合作者 (20)