PaperHub

Qingsong Wen

~Qingsong_Wen2

41
论文总数
20.5
年均投稿
5.5
平均评分
接收情况22/41
会议分布
ICLR
29
NeurIPS
10
ICML
2

发表论文 (41 篇)

202521 篇

4.3
4

Benchmarks and Custom Package for Energy Forecasting

ICLR 2025withdrawn
4.8
4

Toward Physics-guided Time Series Embedding

ICLR 2025Rejected
4.8
4

Evolving Multi-Scale Normalization for Time Series Forecasting under Distribution Shifts

ICLR 2025withdrawn
4.0
4

NuwaTS: a Foundation Model Mending Every Incomplete Time Series

ICLR 2025withdrawn
6.0
4

SAEMark: Steering Personalized Multilingual LLM Watermarks with Sparse Autoencoders

NeurIPS 2025Poster
4.9
4

Time-VLM: Exploring Multimodal Vision-Language Models for Augmented Time Series Forecasting

ICML 2025Poster
4.8
5

PDETime: Rethinking Long-term Multivariate Time Series Forecasting from the Perspective of Partial Differential Equations

ICLR 2025Rejected
6.3
4

Open-CK: A Large Multi-Physics Fields Coupling benchmarks in Combustion Kinetics

ICLR 2025Poster
5.3
4

CaPulse: Detecting Anomalies by Tuning in to the Causal Rhythms of Time Series

ICLR 2025Rejected
7.3
4

ShapeX: Shapelet-Driven Post Hoc Explanations for Time Series Classification Models

NeurIPS 2025Poster
8.2
4

Improving Bilinear RNN with Closed-loop Control

NeurIPS 2025Spotlight
6.8
5

Multi-Scale Finetuning for Encoder-based Time Series Foundation Models

NeurIPS 2025Poster
5.8
4

SPARK: Physics-Guided Quantitative Augmentation for Dynamical System Modeling

ICLR 2025Rejected
4.3
4

P-Align: Self-Alignment in Physical Dynamical System Modeling

ICLR 2025withdrawn
7.3
3

Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts

ICLR 2025Spotlight
6.6
4

OneForecast: A Universal Framework for Global and Regional Weather Forecasting

ICML 2025Poster
6.8
5

MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?

ICLR 2025Poster
4.0
4

FoundTS: Comprehensive and Unified Benchmarking of Foundation Models for Time Series Forecasting

ICLR 2025withdrawn
3.0
5

MIND SCRAMBLE: UNVEILING LARGE LANGUAGE MODEL PSYCHOLOGY VIA TYPOGLYCEMIA

ICLR 2025Rejected
3.5
4

TSI-Bench: Benchmarking Time Series Imputation

ICLR 2025withdrawn
5.8
4

ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection

ICLR 2025Rejected

202420 篇

3.7
3

Benchmarks and Custom Package for Electrical Load Forecasting

ICLR 2024withdrawn
5.6
5

Generative Semi-supervised Graph Anomaly Detection

NeurIPS 2024Poster
5.5
4

RobustTSF: Towards Theory and Design of Robust Time Series Forecasting with Anomalies

ICLR 2024Poster
5.6
5

BayOTIDE: Bayesian Online Multivariate Time series Imputation with functional decomposition

ICLR 2024Rejected
4.5
4

TwinS: Revisiting Non-Stationarity in Multivariate Time Series Forecasting

ICLR 2024Rejected
8.0
4

Online GNN Evaluation Under Test-time Graph Distribution Shifts

ICLR 2024Spotlight
6.3
4

CARD: Channel Aligned Robust Blend Transformer for Time Series Forecasting

ICLR 2024Poster
3.8
4

Benchmarking Multivariate Time Series Anomaly Detection with Large-Scale Real-World Datasets

ICLR 2024withdrawn
6.3
4

CulturePark: Boosting Cross-cultural Understanding in Large Language Models

NeurIPS 2024Poster
5.0
5

LogoRA: Local-Global Representation Alignment for Robust Time Series Classification

ICLR 2024Rejected
6.3
4

Time-FFM: Towards LM-Empowered Federated Foundation Model for Time Series Forecasting

NeurIPS 2024Poster
5.2
5

Task-oriented Time Series Imputation Evaluation via Generalized Representers

NeurIPS 2024Poster
4.3
4

Physics-Guided Learning of Meteorological Dynamics for Weather Forecasting and Downscaling

ICLR 2024Rejected
5.3
6

Learning to Extrapolate and Adjust: Two-Stage Meta-Learning for Concept Drift in Online Time Series Forecasting

ICLR 2024Rejected
6.3
3

Attractor Memory for Long-Term Time Series Forecasting: A Chaos Perspective

NeurIPS 2024Poster
6.7
3

Pathformer: Multi-scale Transformers with Adaptive Pathways for Time Series Forecasting

ICLR 2024Poster
6.0
4

EasyTPP: Towards Open Benchmarking Temporal Point Processes

ICLR 2024Poster
6.0
4

AutoSurvey: Large Language Models Can Automatically Write Surveys

NeurIPS 2024Poster
7.0
5

Time-LLM: Time Series Forecasting by Reprogramming Large Language Models

ICLR 2024Poster
5.8
4

Explaining Time Series via Contrastive and Locally Sparse Perturbations

ICLR 2024Poster
合作者 (20)