Nonadiabatic quantum dynamics in O(3P)+H2→OH+H: A revisited study. - Boran Han; Yujun Zheng 002 (J. Comput. Chem., 2011)

A Robust End-to-end Method for Parametric Curve Tracing via Soft Cosine-similarity-based Objective Function. - Boran Han; Jeremy Vila (ICCVW, 2021)

Defocus Deblur Microscopy via Head-to-Tail Cross-Scale Fusion. - Jiahe Wang; Boran Han (ICIP, 2022)

Defocus Deblur Microscopy via feature interactive coarse-to-fine network. - Jiahe Wang; Boran Han (CoRR, 2022)

Towards Geospatial Foundation Models via Continual Pretraining. - Matías Mendieta; Boran Han; Xingjian Shi; Yi Zhu 001; Chen Chen 001 (ICCV, 2023)

Wrapped Cauchy Distributed Angular Softmax for Long-Tailed Visual Recognition. - Boran Han (ICML, 2023)

PreDiff: Precipitation Nowcasting with Latent Diffusion Models. - Zhihan Gao 001; Xingjian Shi; Boran Han; Hao Wang 014; Xiaoyong Jin; Danielle C. Maddix; Yi Zhu 001; Mu Li 003; Yuyang Wang 001 (NeurIPS, 2023)

GFM: Building Geospatial Foundation Models via Continual Pretraining. - Matías Mendieta; Boran Han; Xingjian Shi; Yi Zhu 001; Chen Chen 001; Mu Li 003 (CoRR, 2023)

Lightweight In-Context Tuning for Multimodal Unified Models. - Yixin Chen; Shuai Zhang 007; Boran Han; Jiaya Jia (CoRR, 2023)

CaMML: Context-Aware Multimodal Learner for Large Models. - Yixin Chen; Shuai Zhang 007; Boran Han; Tong He 001; Bo Li 026 (ACL (1), 2024)

Bridging Remote Sensors with Multisensor Geospatial Foundation Models. - Boran Han; Shuai Zhang 007; Xingjian Shi; Markus Reichstein (CVPR, 2024)

Discovering Bias in Latent Space: An Unsupervised Debiasing Approach. - Dyah Adila; Shuai Zhang 007; Boran Han; Bernie Wang 001 (ICML, 2024)

Transferring Knowledge From Large Foundation Models to Small Downstream Models. - Shikai Qiu; Boran Han; Danielle C. Maddix; Shuai Zhang 007; Bernie Wang 001; Andrew Gordon Wilson (ICML, 2024)

CoMM: Collaborative Multi-Agent, Multi-Reasoning-Path Prompting for Complex Problem Solving. - Pei Chen; Shuai Zhang 007; Boran Han (NAACL-HLT (Findings), 2024)

Unraveling the Gradient Descent Dynamics of Transformers. - Bingqing Song; Boran Han; Shuai Zhang 007; Jie Ding 002; Mingyi Hong 001 (NeurIPS, 2024)

Data Augmentation for Object Detection via Controllable Diffusion Models. - Haoyang Fang; Boran Han; Shuai Zhang 007; Su Zhou; Cuixiong Hu; Wenming Ye (WACV, 2024)

PipeRAG: Fast Retrieval-Augmented Generation via Algorithm-System Co-design. - Wenqi Jiang 001; Shuai Zhang 007; Boran Han; Jie Wang 022; Bernie Wang 001; Tim Kraska (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 001; Andrew Stuart; Michael W. Mahoney (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 001 (CoRR, 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 001 (CoRR, 2024)

Adapting to Online Distribution Shifts in Deep Learning: A Black-Box Approach. - Dheeraj Baby; Boran Han; Shuai Zhang 007; Cuixiong Hu; Bernie Wang 001; Yu-Xiang Wang (AISTATS, 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 001 (ICLR, 2025)

PipeRAG: Fast Retrieval-Augmented Generation via Adaptive Pipeline Parallelism. - Wenqi Jiang 001; Shuai Zhang 007; Boran Han; Jie Wang 022; Bernie Wang 001; Tim Kraska (KDD (1), 2025)

Effectively Steer LLM To Follow Preference via Building Confident Directions. - Bingqing Song; Boran Han; Shuai Zhang 007; Hao Wang 014; Haoyang Fang; Bonan Min; Yuyang Wang 001; Mingyi Hong 001 (CoRR, 2025)

Visual Instruction Tuning with Chain of Region-of-Interest. - Yixin Chen; Shuai Zhang 007; Boran Han; Bernie Wang 001 (CoRR, 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 003; Ali Caner Türkmen; Cuixiong Hu; Huzefa Rangwala; Ying Nian Wu; Yuyang Wang 001; et al. (CoRR, 2025)

CrEst: Credibility Estimation for Contexts in LLMs via Weak Supervision. - Dyah Adila; Shuai Zhang 007; Boran Han; Bonan Min; Yuyang Wang 001 (CoRR, 2025)

Does Multimodality Lead to Better Time Series Forecasting? - Xiyuan Zhang; Boran Han; Haoyang Fang; Abdul Fatir Ansari; Shuai Zhang 007; Danielle C. Maddix; Cuixiong Hu; Andrew Gordon Wilson; Michael W. Mahoney; Hao Wang 014; Yan Liu; Huzefa Rangwala; et al. (CoRR, 2025)