Boran Han

According to our database, Boran Han authored at least 28 papers between 2011 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Does Multimodality Lead to Better Time Series Forecasting?

Xiyuan Zhang, Boran Han, Haoyang Fang, Abdul Fatir Ansari, Shuai Zhang, Danielle C. Maddix, Cuixiong Hu, Andrew Gordon Wilson, Michael W. Mahoney, Hao Wang, Yan Liu, Huzefa Rangwala, George Karypis, Bernie Wang

CoRR, June, 2025

CrEst: Credibility Estimation for Contexts in LLMs via Weak Supervision.

Dyah Adila, Shuai Zhang, Boran Han, Bonan Min, Yuyang Wang

CoRR, June, 2025

MLZero: A Multi-Agent System for End-to-end Machine Learning Automation.

Haoyang Fang, Boran Han, Nick Erickson, Xiyuan Zhang, Su Zhou, Anirudh Dagar, Jiani Zhang, Ali Caner Türkmen, Cuixiong Hu, Huzefa Rangwala, Ying Nian Wu, Yuyang Wang, George Karypis

CoRR, May, 2025

Visual Instruction Tuning with Chain of Region-of-Interest.

Yixin Chen, Shuai Zhang, Boran Han, Bernie Wang

CoRR, May, 2025

Effectively Steer LLM To Follow Preference via Building Confident Directions.

Bingqing Song, Boran Han, Shuai Zhang, Hao Wang, Haoyang Fang, Bonan Min, Yuyang Wang, Mingyi Hong

CoRR, March, 2025

PipeRAG: Fast Retrieval-Augmented Generation via Adaptive Pipeline Parallelism.

Wenqi Jiang, Shuai Zhang, Boran Han, Jie Wang, Bernie Wang, Tim Kraska

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025

Gradient-Free Generation for Hard-Constrained Systems.

Chaoran Cheng, Boran Han, Danielle C. Maddix, Abdul Fatir Ansari, Andrew Stuart, Michael W. Mahoney, Bernie Wang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Adapting to Online Distribution Shifts in Deep Learning: A Black-Box Approach.

Dheeraj Baby, Boran Han, Shuai Zhang, Cuixiong Hu, Bernie Wang, Yu-Xiang Wang

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

Enhancing 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, Yuyang Wang

CoRR, 2024

Hard Constraint Guided Flow Matching for Gradient-Free Generation of PDE Solutions.

Chaoran Cheng, Boran Han, Danielle C. Maddix, Abdul Fatir Ansari, Andrew Stuart, Michael W. Mahoney, Yuyang Wang

CoRR, 2024

Comparing and Contrasting Deep Learning Weather Prediction Backbones on Navier-Stokes and Atmospheric Dynamics.

Matthias Karlbauer, Danielle C. Maddix, Abdul Fatir Ansari, Boran Han, Gaurav Gupta, Yuyang Wang, Andrew Stuart, Michael W. Mahoney

CoRR, 2024

PipeRAG: Fast Retrieval-Augmented Generation via Algorithm-System Co-design.

Wenqi Jiang, Shuai Zhang, Boran Han, Jie Wang, Bernie Wang, Tim Kraska

CoRR, 2024

Data Augmentation for Object Detection via Controllable Diffusion Models.

Haoyang Fang, Boran Han, Shuai Zhang, Su Zhou, Cuixiong Hu, Wenming Ye

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Unraveling the Gradient Descent Dynamics of Transformers.

Bingqing Song, Boran Han, Shuai Zhang, Jie Ding, Mingyi Hong

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

CoMM: Collaborative Multi-Agent, Multi-Reasoning-Path Prompting for Complex Problem Solving.

Pei Chen, Shuai Zhang, Boran Han

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Transferring Knowledge From Large Foundation Models to Small Downstream Models.

Shikai Qiu, Boran Han, Danielle C. Maddix, Shuai Zhang, Bernie Wang, Andrew Gordon Wilson

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Discovering Bias in Latent Space: An Unsupervised Debiasing Approach.

Dyah Adila, Shuai Zhang, Boran Han, Bernie Wang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Bridging Remote Sensors with Multisensor Geospatial Foundation Models.

Boran Han, Shuai Zhang, Xingjian Shi, Markus Reichstein

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

CaMML: Context-Aware Multimodal Learner for Large Models.

Yixin Chen, Shuai Zhang, Boran Han, Tong He, Bo Li

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Lightweight In-Context Tuning for Multimodal Unified Models.

Yixin Chen, Shuai Zhang, Boran Han, Jiaya Jia

CoRR, 2023

GFM: Building Geospatial Foundation Models via Continual Pretraining.

Matías Mendieta, Boran Han, Xingjian Shi, Yi Zhu, Chen Chen, Mu Li

CoRR, 2023

PreDiff: Precipitation Nowcasting with Latent Diffusion Models.

Zhihan Gao, Xingjian Shi, Boran Han, Hao Wang, Xiaoyong Jin, Danielle C. Maddix, Yi Zhu, Mu Li, Yuyang Wang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Wrapped Cauchy Distributed Angular Softmax for Long-Tailed Visual Recognition.

Boran Han

Proceedings of the International Conference on Machine Learning, 2023

Towards Geospatial Foundation Models via Continual Pretraining.

Matías Mendieta, Boran Han, Xingjian Shi, Yi Zhu, Chen Chen

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Defocus Deblur Microscopy via feature interactive coarse-to-fine network.

Jiahe Wang, Boran Han

CoRR, 2022

Defocus Deblur Microscopy via Head-to-Tail Cross-Scale Fusion.

Jiahe Wang, Boran Han

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021

A Robust End-to-end Method for Parametric Curve Tracing via Soft Cosine-similarity-based Objective Function.

Boran Han, Jeremy Vila

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2011

Nonadiabatic quantum dynamics in O(³P)+H₂→OH+H: A revisited study.

Boran Han, Yujun Zheng

J. Comput. Chem., 2011