Trial and error in influential social networks. - Xiaohui Bei; Ning Chen 005; Liyu Dou; Xiangru Huang; Ruixin Qiang (KDD, 2013)

PD-Sparse : A Primal and Dual Sparse Approach to Extreme Multiclass and Multilabel Classification. - Ian En-Hsu Yen; Xiangru Huang; Pradeep Ravikumar; Kai Zhong; Inderjit S. Dhillon (ICML, 2016)

Dual Decomposed Learning with Factorwise Oracle for Structural SVM of Large Output Domain. - Ian En-Hsu Yen; Xiangru Huang; Kai Zhong; Ruohan Zhang; Pradeep Ravikumar; Inderjit S. Dhillon (NIPS, 2016)

Greedy Direction Method of Multiplier for MAP Inference of Large Output Domain. - Xiangru Huang; Ian En-Hsu Yen; Ruohan Zhang; Qixing Huang; Pradeep Ravikumar; Inderjit S. Dhillon (AISTATS, 2017)

PPDsparse: A Parallel Primal-Dual Sparse Method for Extreme Classification. - Ian En-Hsu Yen; Xiangru Huang; Wei Dai 003; Pradeep Ravikumar; Inderjit S. Dhillon; Eric P. Xing (KDD, 2017)

Translation Synchronization via Truncated Least Squares. - Xiangru Huang; Zhenxiao Liang; Chandrajit Bajaj; Qixing Huang (NIPS, 2017)

Joint Map and Symmetry Synchronization. - Yifan Sun 007; Zhenxiao Liang; Xiangru Huang; Qixing Huang (ECCV (5), 2018)

Learning Transformation Synchronization. - Xiangru Huang; Zhenxiao Liang; Xiaowei Zhou 001; Yao Xie 002; Leonidas J. Guibas; Qixing Huang (CVPR, 2019)

Joint Learning of Neural Networks via Iterative Reweighted Least Squares. - Zaiwei Zhang; Xiangru Huang; Qixing Huang; Xiao Zhang; Yuan Li (CVPR Workshops, 2019)

Applying Deep Learning to the Cache Replacement Problem. - Zhan Shi; Xiangru Huang; Akanksha Jain; Calvin Lin (MICRO, 2019)

Dense Correspondences between Human Bodies via Learning Transformation Synchronization on Graphs. - Xiangru Huang; Haitao Yang 005; Etienne Vouga; Qixing Huang (NeurIPS, 2020)

Uncertainty quantification for multi-scan registration. - Xiangru Huang; Zhenxiao Liang; Qixing Huang (ACM Trans. Graph., 2020)

ARAPReg: An As-Rigid-As Possible Regularization Loss for Learning Deformable Shape Generators. - Qixing Huang; Xiangru Huang; Bo Sun; Zaiwei Zhang; Junfeng Jiang; Chandrajit Bajaj (ICCV, 2021)

Representation Learning for Object Detection from Unlabeled Point Cloud Sequences. - Xiangru Huang; Yue Wang 041; Vitor Campanholo Guizilini; Rares Andrei Ambrus; Adrien Gaidon; Justin M. Solomon (CoRL, 2022)

LiDAR-Based 3D Object Detection via Hybrid 2D Semantic Scene Generation. - Haitao Yang 005; Zaiwei Zhang; Xiangru Huang; Min Bai; Chen Song; Bo Sun; Li Erran Li; Qixing Huang (CoRR, 2023)

Instance-aware 3D Semantic Segmentation powered by Shape Generators and Classifiers. - Bo Sun; Qixing Huang; Xiangru Huang (CoRR, 2023)

GenCorres: Consistent Shape Matching via Coupled Implicit-Explicit Shape Generative Models. - Haitao Yang 005; Xiangru Huang; Bo Sun; Chandrajit L. Bajaj; Qixing Huang (ICLR, 2024)

VidCRAFT3: Camera, Object, and Lighting Control for Image-to-Video Generation. - Sixiao Zheng; Zimian Peng; Yanpeng Zhou; Yi Zhu 001; Hang Xu 004; Xiangru Huang; Yanwei Fu 001 (CoRR, 2025)

GenAnalysis: Joint Shape Analysis by Learning Man-Made Shape Generators with Deformation Regularizations. - Yuezhi Yang; Haitao Yang 005; Kiyohiro Nakayama; Xiangru Huang; Leonidas J. Guibas; Qixing Huang (ACM Trans. Graph., 2025)