Boran Han

46 papers A* 9A 2B 1Journal 29Unranked 5
YearRankTypeTitle / Venue / Authors
2026 — conf
Efficient Table Retrieval and Understanding with Multimodal Large Language Models.
EACL (Findings)
Zhuoyan Xu, Haoyang Fang, Boran Han, Bonan Min, Bernie Wang, Cuixiong Hu, Shuai Zhang
2026 J jnl
Efficient Table Retrieval and Understanding with Multimodal Large Language Models.
CoRR
Zhuoyan Xu, Haoyang Fang, Boran Han, Bonan Min, Bernie Wang, Cuixiong Hu, Shuai Zhang
2026 J jnl
SenTSR-Bench: Thinking with Injected Knowledge for Time-Series Reasoning.
CoRR
Zelin He, Boran Han, Xiyuan Zhang, Shuai Zhang, Haotian Lin, Qi Zhu, Haoyang Fang, Danielle C. Maddix, Abdul Fatir Ansari, Akash Chandrayan, Abhinav Pradhan, Yuyang Wang, Matthew Reimherr
2025 A conf
Adapting to Online Distribution Shifts in Deep Learning: A Black-Box Approach.
AISTATS
Dheeraj Baby, Boran Han, Shuai Zhang, Cuixiong Hu, Bernie Wang, Yuxiang Wang
2025 J jnl
Adapting to Online Distribution Shifts in Deep Learning: A Black-Box Approach.
CoRR
Dheeraj Baby, Boran Han, Shuai Zhang, Cuixiong Hu, Yuyang Wang, Yuxiang Wang
2025 J jnl
Chronos-2: From Univariate to Universal Forecasting.
CoRR
Abdul Fatir Ansari, Oleksandr Shchur, Jaris Küken, Andreas Auer, Boran Han, Pedro Mercado, Syama Sundar Rangapuram, Huibin Shen, Lorenzo Stella, Xiyuan Zhang, Mononito Goswami, Shubham Kapoor, Danielle C. Maddix, Pablo Guerron, Tony Hu, Junming Yin, Nick Erickson, Prateek Mutalik Desai, Hao Wang, Huzefa Rangwala, George Karypis, Yuyang Wang, Michael Bohlke-Schneider
2025 J jnl
CrEst: Credibility Estimation for Contexts in LLMs via Weak Supervision.
CoRR
Dyah Adila, Shuai Zhang, Boran Han, Bonan Min, Yuyang Wang
2025 J jnl
Does Multimodality Lead to Better Time Series Forecasting?
CoRR
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
2025 J jnl
Effectively Steer LLM To Follow Preference via Building Confident Directions.
CoRR
Bingqing Song, Boran Han, Shuai Zhang, Hao Wang, Haoyang Fang, Bonan Min, Yuyang Wang, Mingyi Hong
2025 A* conf
Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization.
ICML
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
2025 A* conf
Gradient-Free Generation for Hard-Constrained Systems.
ICLR
Chaoran Cheng, Boran Han, Danielle C. Maddix, Abdul Fatir Ansari, Andrew Stuart, Michael W. Mahoney, Bernie Wang
2025 J jnl
HetRL: Efficient Reinforcement Learning for LLMs in Heterogeneous Environments.
CoRR
Yongjun He, Shuai Zhang, Jiading Gai, Xiyuan Zhang, Boran Han, Bernie Wang, Huzefa Rangwala, George Karypis
2025 J jnl
MLZero: A Multi-Agent System for End-to-end Machine Learning Automation.
CoRR
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
2025 J jnl
Mitra: Mixed Synthetic Priors for Enhancing Tabular Foundation Models.
CoRR
Xiyuan Zhang, Danielle C. Maddix, Junming Yin, Nick Erickson, Abdul Fatir Ansari, Boran Han, Shuai Zhang, Leman Akoglu, Christos Faloutsos, Michael W. Mahoney, Cuixiong Hu, Huzefa Rangwala, George Karypis, Bernie Wang
2025 — conf
PipeRAG: Fast Retrieval-Augmented Generation via Adaptive Pipeline Parallelism.
KDD (1)
Wenqi Jiang, Shuai Zhang, Boran Han, Jie Wang, Bernie Wang, Tim Kraska
2025 J jnl
Understanding Transformers for Time Series: Rank Structure, Flow-of-ranks, and Compressibility.
CoRR
Annan Yu, Danielle C. Maddix, Boran Han, Xiyuan Zhang, Abdul Fatir Ansari, Oleksandr Shchur, Christos Faloutsos, Andrew Gordon Wilson, Michael W. Mahoney, Yuyang Wang
2025 J jnl
Understanding the Implicit Biases of Design Choices for Time Series Foundation Models.
CoRR
Annan Yu, Danielle C. Maddix, Boran Han, Xiyuan Zhang, Abdul Fatir Ansari, Oleksandr Shchur, Christos Faloutsos, Andrew Gordon Wilson, Michael W. Mahoney, Yuyang Wang
2025 J jnl
Visual Instruction Tuning with Chain of Region-of-Interest.
CoRR
Yixin Chen, Shuai Zhang, Boran Han, Bernie Wang
2024 A* conf
Bridging Remote Sensors with Multisensor Geospatial Foundation Models.
CVPR
Boran Han, Shuai Zhang, Xingjian Shi, Markus Reichstein
2024 J jnl
Bridging Remote Sensors with Multisensor Geospatial Foundation Models.
CoRR
Boran Han, Shuai Zhang, Xingjian Shi, Markus Reichstein
2024 — conf
CaMML: Context-Aware Multimodal Learner for Large Models.
ACL (1)
Yixin Chen, Shuai Zhang, Boran Han, Tong He, Bo Li
2024 J jnl
CaMML: Context-Aware Multimodal Learner for Large Models.
CoRR
Yixin Chen, Shuai Zhang, Boran Han, Tong He, Bo Li
2024 — conf
CoMM: Collaborative Multi-Agent, Multi-Reasoning-Path Prompting for Complex Problem Solving.
NAACL-HLT (Findings)
Pei Chen, Shuai Zhang, Boran Han
2024 J jnl
CoMM: Collaborative Multi-Agent, Multi-Reasoning-Path Prompting for Complex Problem Solving.
CoRR
Pei Chen, Boran Han, Shuai Zhang
2024 J jnl
Comparing and Contrasting Deep Learning Weather Prediction Backbones on Navier-Stokes and Atmospheric Dynamics.
CoRR
Matthias Karlbauer, Danielle C. Maddix, Abdul Fatir Ansari, Boran Han, Gaurav Gupta, Yuyang Wang, Andrew Stuart, Michael W. Mahoney
2024 A conf
Data Augmentation for Object Detection via Controllable Diffusion Models.
WACV
Haoyang Fang, Boran Han, Shuai Zhang, Su Zhou, Cuixiong Hu, Wenming Ye
2024 A* conf
Discovering Bias in Latent Space: An Unsupervised Debiasing Approach.
ICML
Dyah Adila, Shuai Zhang, Boran Han, Bernie Wang
2024 J jnl
Discovering Bias in Latent Space: An Unsupervised Debiasing Approach.
CoRR
Dyah Adila, Shuai Zhang, Boran Han, Yuyang Wang
2024 J jnl
Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization.
CoRR
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
2024 J jnl
Hard Constraint Guided Flow Matching for Gradient-Free Generation of PDE Solutions.
CoRR
Chaoran Cheng, Boran Han, Danielle C. Maddix, Abdul Fatir Ansari, Andrew Stuart, Michael W. Mahoney, Yuyang Wang
2024 J jnl
PipeRAG: Fast Retrieval-Augmented Generation via Algorithm-System Co-design.
CoRR
Wenqi Jiang, Shuai Zhang, Boran Han, Jie Wang, Bernie Wang, Tim Kraska
2024 A* conf
Transferring Knowledge From Large Foundation Models to Small Downstream Models.
ICML
Shikai Qiu, Boran Han, Danielle C. Maddix, Shuai Zhang, Bernie Wang, Andrew Gordon Wilson
2024 J jnl
Transferring Knowledge from Large Foundation Models to Small Downstream Models.
CoRR
Shikai Qiu, Boran Han, Danielle C. Maddix, Shuai Zhang, Yuyang Wang, Andrew Gordon Wilson
2024 A* conf
Unraveling the Gradient Descent Dynamics of Transformers.
NeurIPS
Bingqing Song, Boran Han, Shuai Zhang, Jie Ding, Mingyi Hong
2024 J jnl
Unraveling the Gradient Descent Dynamics of Transformers.
CoRR
Bingqing Song, Boran Han, Shuai Zhang, Jie Ding, Mingyi Hong
2023 J jnl
GFM: Building Geospatial Foundation Models via Continual Pretraining.
CoRR
Matías Mendieta, Boran Han, Xingjian Shi, Yi Zhu, Chen Chen, Mu Li
2023 J jnl
Lightweight In-Context Tuning for Multimodal Unified Models.
CoRR
Yixin Chen, Shuai Zhang, Boran Han, Jiaya Jia
2023 A* conf
PreDiff: Precipitation Nowcasting with Latent Diffusion Models.
NeurIPS
Zhihan Gao, Xingjian Shi, Boran Han, Hao Wang, Xiaoyong Jin, Danielle C. Maddix, Yi Zhu, Mu Li, Yuyang Wang
2023 J jnl
PreDiff: Precipitation Nowcasting with Latent Diffusion Models.
CoRR
Zhihan Gao, Xingjian Shi, Boran Han, Hao Wang, Xiaoyong Jin, Danielle C. Maddix, Yi Zhu, Mu Li, Yuyang Wang
2023 A* conf
Towards Geospatial Foundation Models via Continual Pretraining.
ICCV
Matías Mendieta, Boran Han, Xingjian Shi, Yi Zhu, Chen Chen
2023 A* conf
Wrapped Cauchy Distributed Angular Softmax for Long-Tailed Visual Recognition.
ICML
Boran Han
2023 J jnl
Wrapped Cauchy Distributed Angular Softmax for Long-Tailed Visual Recognition.
CoRR
Boran Han
2022 B conf
Defocus Deblur Microscopy via Head-to-Tail Cross-Scale Fusion.
ICIP
Jiahe Wang, Boran Han
2022 J jnl
Defocus Deblur Microscopy via feature interactive coarse-to-fine network.
CoRR
Jiahe Wang, Boran Han
2021 — conf
A Robust End-to-end Method for Parametric Curve Tracing via Soft Cosine-similarity-based Objective Function.
ICCVW
Boran Han, Jeremy Vila
2011 J jnl
Nonadiabatic quantum dynamics in O(
J. Comput. Chem.
Boran Han, Yujun Zheng