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Bernie Wang

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

11

Venues

5

Active years

2022–2026

Best venue rank

A*

Where they publish

Papers

11 indexed papers, newest first.

YearVenueTitleAuthors
2026EACLEfficient Table Retrieval and Understanding with Multimodal Large Language Models.Zhuoyan Xu, Haoyang Fang, Boran Han, Bonan Min, Bernie Wang, Cuixiong Hu, Shuai Zhang
2025AISTATSChronosX: Adapting Pretrained Time Series Models with Exogenous Variables.Sebastian Pineda Arango, Pedro Mercado, Shubham Kapoor, Abdul Fatir Ansari, Lorenzo Stella, Huibin Shen, Hugo Senetaire, Ali Caner Trkmen, Oleksandr Shchur, Danielle C. Maddix, Michael Bohlke-Schneider, Bernie Wang, Syama Sundar Rangapuram
2025AISTATSAdapting to Online Distribution Shifts in Deep Learning: A Black-Box Approach.Dheeraj Baby, Boran Han, Shuai Zhang, Cuixiong Hu, Bernie Wang, Yuxiang Wang
2025ICLRGradient-Free Generation for Hard-Constrained Systems.Chaoran Cheng, Boran Han, Danielle C. Maddix, Abdul Fatir Ansari, Andrew Stuart, Michael W. Mahoney, Bernie Wang
2025ICMLEnhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization.Luca Masserano, Abdul Fatir Ansari, Boran Han, Xiyuan Zhang, Christos Faloutsos, Michael W. Mahoney, Andrew Gordon Wilson, Youngsuk Park, Syama Sundar Rangapuram, Danielle C. Maddix, Bernie Wang
2025KDDPipeRAG: Fast Retrieval-Augmented Generation via Adaptive Pipeline Parallelism.Wenqi Jiang, Shuai Zhang, Boran Han, Jie Wang, Bernie Wang, Tim Kraska
2024ICMLDiscovering Bias in Latent Space: An Unsupervised Debiasing Approach.Dyah Adila, Shuai Zhang, Boran Han, Bernie Wang
2024ICMLUsing Uncertainty Quantification to Characterize and Improve Out-of-Domain Learning for PDEs.S. Chandra Mouli, Danielle C. Maddix, Shima Alizadeh, Gaurav Gupta, Andrew Stuart, Michael W. Mahoney, Bernie Wang
2024ICMLTransferring Knowledge From Large Foundation Models to Small Downstream Models.Shikai Qiu, Boran Han, Danielle C. Maddix, Shuai Zhang, Bernie Wang, Andrew Gordon Wilson
2023ICMLTheoretical Guarantees of Learning Ensembling Strategies with Applications to Time Series Forecasting.Hilaf Hasson, Danielle C. Maddix, Bernie Wang, Gaurav Gupta, Youngsuk Park
2022ICLRGraph-Relational Domain Adaptation.Zihao Xu, Hao He, Guang-He Lee, Bernie Wang, Hao Wang