| 2026 | AAAI | AquaSplatting: A Hybrid 3D Representation for Robust Underwater Scene Reconstruction via Dual-Branch Rendering. | Jiangbei Hu, Haobo Wang, Baixin Xu, Nan Ding, Zhimao Lu, Na Lei, Ying He |
| 2026 | ICPR | SRC-Conv: Statistical Recalibration Convolution for Amorphous Fire and Smoke Detection. | Nan Ding, Haozheng Sun, Wenyu Luo, Masaki Minami, Jinhui Chen |
| 2026 | ICPR | Masked-ControlNet: Counterfactual MRI Generation of Brain Metastasis Evolution for Shared Decision Making Support. | Masaki Minami, Nan Ding, Jinhui Chen |
| 2025 | EMNLP | Graders Should Cheat: Privileged Information Enables Expert-Level Automated Evaluations. | Jin Peng Zhou, Sbastien M. R. Arnold, Nan Ding, Kilian Q. Weinberger, Nan Hua, Fei Sha |
| 2025 | SC | Benchmark-driven Models for Energy Analysis and Attribution of GPU-Accelerated Supercomputing. | Oscar Antepara, Zhengji Zhao, Brian Austin, Nan Ding, Leonid Oliker, Nicholas J. Wright, Samuel Williams |
| 2024 | CoRL | One Model to Drift Them All: Physics-Informed Conditional Diffusion Model for Driving at the Limits. | Franck Djeumou, Thomas Lew, Nan Ding, Michael Thompson, Makoto Suminaka, Marcus Greiff, John K. Subosits |
| 2024 | ICASSP | A Complete Method for the 3D Reconstruction of Axonal Pathways from 2 Orthogonal 3D OCT Images of the Lamina Cribrosa. | Nan Ding, Florence Rossant, Hlne Urien, Jrmie Sublime, Paul Bastelica, Christophe Baudouin, Michel Pques |
| 2024 | ICLR | CausalLM is not optimal for in-context learning. | Nan Ding, Tomer Levinboim, Jialin Wu, Sebastian Goodman, Radu Soricut |
| 2024 | KSEM | Knowledge Enhanced Zero-Shot Visual Relationship Detection. | Nan Ding, Yong Lai, Jie Liu |
| 2024 | SC | A Workflow Roofline Model for End-to-End Workflow Performance Analysis. | Nan Ding, Brian Austin, Yang Liu, Neil Mehta, Steven Farrell, Johannes P. Blaschke, Leonid Oliker, Hai Ah Nam, Nicholas J. Wright, Samuel Williams |
| 2024 | SC | Performance Modeling and Analysis of a de Bruijn Graph Based Local Assembly Kernel on Multiple Vendor GPUs. | LeAnn M. Lindsey, Nan Ding, Jack Deslippe, Muaaz Awan |
| 2023 | CVPR | Improving Robust Generalization by Direct PAC-Bayesian Bound Minimization. | Zifan Wang, Nan Ding, Tomer Levinboim, Xi Chen, Radu Soricut |
| 2023 | ICLR | PaLI: A Jointly-Scaled Multilingual Language-Image Model. | Xi Chen, Xiao Wang, Soravit Changpinyo, A. J. Piergiovanni, Piotr Padlewski, Daniel Salz, Sebastian Goodman, Adam Grycner, Basil Mustafa, Lucas Beyer, Alexander Kolesnikov, Joan Puigcerver, Nan Ding, Keran Rong, Hassan Akbari, Gaurav Mishra, Linting Xue, Ashish V. Thapliyal, James Bradbury, Weicheng Kuo |
| 2023 | KDD | Efficient Continuous Space Policy Optimization for High-frequency Trading. | Li Han, Nan Ding, Guoxuan Wang, Dawei Cheng, Yuqi Liang |
| 2023 | SC | Evaluating the Performance of One-sided Communication on CPUs and GPUs. | Nan Ding, Muhammad Haseeb, Taylor L. Groves, Samuel Williams |
| 2023 | SC | Unified Communication Optimization Strategies for Sparse Triangular Solver on CPU and GPU Clusters. | Yang Liu, Nan Ding, Piyush Sao, Samuel Williams, Xiaoye Sherry Li |
| 2022 | ECCV | PACTran: PAC-Bayesian Metrics for Estimating the Transferability of Pretrained Models to Classification Tasks. | Nan Ding, Xi Chen, Tomer Levinboim, Soravit Changpinyo, Radu Soricut |
| 2022 | EMNLP | Explicit Role Interaction Network for Event Argument Extraction. | Nan Ding, Chunming Hu, Kai Sun, Samuel Mensah, Richong Zhang |
| 2022 | ICMLA | Context-aware Attention U-Net for the segmentation of pores in Lamina Cribrosa using partial points annotation. | Nan Ding, Hlne Urien, Florence Rossant, Jrmie Sublime, Michel Pques |
| 2022 | NAACL | All You May Need for VQA are Image Captions. | Soravit Changpinyo, Doron Kukliansky, Idan Szpektor, Xi Chen, Nan Ding, Radu Soricut |
| 2021 | CVPR | Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts. | Soravit Changpinyo, Piyush Sharma, Nan Ding, Radu Soricut |
| 2021 | EMNLP | Do Transformer Modifications Transfer Across Implementations and Applications? | Sharan Narang, Hyung Won Chung, Yi Tay, Liam Fedus, Thibault Fvry, Michael Matena, Karishma Malkan, Noah Fiedel, Noam Shazeer, Zhenzhong Lan, Yanqi Zhou, Wei Li, Nan Ding, Jake Marcus, Adam Roberts, Colin Raffel |
| 2021 | SC | Accelerating large scale | Muaaz Gul Awan, Steven Hofmeyr, Rob Egan, Nan Ding, Aydin Bulu, Jack Deslippe, Leonid Oliker, Katherine A. Yelick |
| 2020 | EMNLP | TeaForN: Teacher-Forcing with N-grams. | Sebastian Goodman, Nan Ding, Radu Soricut |
| 2019 | ICPADS | ROS Task Scheduling Algorithm in Multi-Core System. | Nan Ding, Xianghua Meng, Yawen Zhao, Di Wu |
| 2019 | SC | An Instruction Roofline Model for GPUs. | Nan Ding, Samuel Williams |
| 2018 | ACL | Conceptual Captions: A Cleaned, Hypernymed, Image Alt-text Dataset For Automatic Image Captioning. | Piyush Sharma, Nan Ding, Sebastian Goodman, Radu Soricut |
| 2018 | FPGA | Software/Hardware Co-design for Multichannel Scheduling in IEEE 802.11p MLME: (Abstract Only). | Nan Ding, Wei Zhang, Yanhua Ma, Zhenguo Gao |
| 2018 | NAACL | SHAPED: Shared-Private Encoder-Decoder for Text Style Adaptation. | Ye Zhang, Nan Ding, Radu Soricut |
| 2017 | SC | Redesigning CAM-SE for peta-scale climate modeling performance and ultra-high resolution on Sunway TaihuLight. | Haohuan Fu, Junfeng Liao, Nan Ding, Xiaohui Duan, Lin Gan, Yishuang Liang, Xinliang Wang, Jinzhe Yang, Yan Zheng, Weiguo Liu, Lanning Wang, Guangwen Yang |
| 2016 | SC | Refactoring and optimizing the community atmosphere model (CAM) on the sunway taihulight supercomputer. | Haohuan Fu, Junfeng Liao, Wei Xue, Lanning Wang, Dexun Chen, Long Gu, Jinxiu Xu, Nan Ding, Xinliang Wang, Conghui He, Shizhen Xu, Yishuang Liang, Jiarui Fang, Yuanchao Xu, Weijie Zheng, Jingheng Xu, Zhen Zheng, Wanjing Wei, Xu Ji, He Zhang, Bingwei Chen, Kaiwei Li, Xiaomeng Huang, Wenguang Chen, Guangwen Yang |
| 2015 | ICCV | Probabilistic Label Relation Graphs with Ising Models. | Nan Ding, Jia Deng, Kevin P. Murphy, Hartmut Neven |
| 2014 | ECCV | Large-Scale Object Classification Using Label Relation Graphs. | Jia Deng, Nan Ding, Yangqing Jia, Andrea Frome, Kevin Murphy, Samy Bengio, Yuan Li, Hartmut Neven, Hartwig Adam |
| 2014 | HPCC | CESMTuner: An Auto-tuning Framework for the Community Earth System Model. | Nan Ding, Wei Xue, Xu Ji, Haoyu Xu, Zhenya Song |
| 2013 | CISIS | An IVC Broadcast Scheme Based on Traffic Phase for Emergency Message Dissemination at Road Intersection. | Guozhen Tan, Yong Yin, Junling Bu, Nan Ding |
| 2012 | ICML | Dependent Hierarchical Normalized Random Measures for Dynamic Topic Modeling. | Changyou Chen, Nan Ding, Wray L. Buntine |
| 2012 | ICML | Robust Classification with Adiabatic Quantum Optimization. | Vasil S. Denchev, Nan Ding, S. V. N. Vishwanathan, Hartmut Neven |
| 2012 | INDIN | Electro-hydraulic proportional pressure control system of hydraulic machine. | Yuanlou Gao, Nan Ding |
| 2011 | ICRA | Adaptive fuzzy control for synchronization of nonlinear teleoperators with stochastic time-varying communication delays. | Zhijun Li, Nan Ding, Xiaoqing Cao |
| 2010 | ICASSP | Variational nonparametric Bayesian Hidden Markov Model. | Nan Ding, Zhijian Ou |
| 2010 | IROS | Motion control of an autonomous vehicle based on wheeled inverted pendulum using neural-adaptive implicit control. | Zhijun Li, Yang Li, Chenguang Yang, Nan Ding |
| 2008 | CEC | A Bayesian view on the polynomial distribution model in estimation of distribution algorithms. | Nan Ding, Shude Zhou, Ji Xu, Zengqi Sun |
| 2008 | CEC | Marginal probability distribution estimation in characteristic space of covariance-matrix. | Nan Ding, Shude Zhou, Hao Zhang, Zengqi Sun |
| 2007 | CEC | Reducing computational complexity of estimating multivariate histogram-based probabilistic model. | Nan Ding, Ji Xu, Shude Zhou, Zengqi Sun |