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
48.55/100
前 9.3%
全站排名 #5,987
发表论文10 篇
平均评分
年均产出5.0 篇/年
Abdul Fatir Ansari
研究方向
Diffusion Models · State Space Models · Time Series Forecasting · Optimal Transport · Energy-based Models · Gradient Flows · Normalizing Flows · Generative Models · Deep Learning · Disentangled Representations
19
Understanding Transformers for Time Series: Rank Structure, Flow-of-ranks, and Compressibility
ICLR 2026Poster
20
Understanding the Implicit Biases of Design Choices for Time Series Foundation Models
ICLR 2026Poster
20
Test-Time Efficient Pretrained Model Portfolios for Time Series Forecasting
ICLR 2026Poster
20
When Does Multimodality Lead to Better Time Series Forecasting?
ICLR 2026Rejected
32
Mitra: Mixed Synthetic Priors for Enhancing Tabular Foundation Models
NeurIPS 2025Poster
14
Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization
ICML 2025Poster
二作32
Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization
ICLR 2025Rejected
二作43
Gradient-Free Generation for Hard-Constrained Systems
ICLR 2025Poster
18
Comparing and Contrasting Deep Learning Weather Prediction Backbones on Navier-Stokes and Atmospheric Dynamics
ICLR 2025Rejected
三作15
Forecasting Needles in a Time Series Haystack
ICLR 2025Rejected
三作