Publications

2017

tls

Xiangru Huang*, Zhenxiao Liang*, Chandrajit Bajaj and Qixing Huang. Translation Synchronization via Truncated Least Squares. Neural Information Processing Systems (or NIPS) 2017. Spotlight Presentation. (*indicates equal contribution).

sphere

Zhangjie Cao, Qixing Huang and Karthik Ramani. 3D Object Classification via Spherical Projections. International Conference on 3D Vision 2017. Spotlight Presentation.

pose

Xingyi Zhou, Qixing Huang, Xiao Sun, Xiangyang Xue, and Yichen Wei. Towards 3D Human Pose Estimation in the Wild: a Weakly-supervised Approach. . International Conference on Computer Vision' 2017.

surf

Ayan Sinha, Asim Unmesh, Qixing Huang, and Karthik Ramani. SurfNet: Generating 3D shape surfaces using deep residual networks. Computer Vision and Pattern Recognition' 2017.

gdmm

Xiangru Huang, Ian En-Hsu Yen, Ruohan Zhang, Qixing Huang, Pradeep Ravikumar, and Inderjit Dhillon. Greedy Direction Method of Multiplier for MAP Inference of Large Output Domain. Artificial Intelligence and Statistics' 2017.

2016

nips16_spectral

Yanyao Shen, Qixing Huang, Nathan Srebro, and Sujay Sanghavi. Normalized Spectral Map Synchronization. Neural Information Processing Systems (or NIPS) 2016.

siga16_active

Li Yi, Vladimir G. Kim, Duygu Ceylan, I-Chao Shen, Mengyan Yan, Hao Su, Cewu Lu, Qixing Huang, Alla Sheffer, and Leonidas Guibas. A Scalable Active Framework for Region Annotation in 3D Shape Collections . ACM Transaction on Graphics 35(6) (Proc. Siggraph Asia 2016).

siga16_texture

Tuanfeng Wang, Hao Su, Qixing Huang, Jingwei Huang, Leonidas Guibas, and Niloy J. Mitra. Unsupervised Texture Transfer from Images to Model Collections. ACM Transaction on Graphics 35(6) (Proc. Siggraph Asia 2016).

proj_reg

Ruizhe Wang, Lingyu Wei, Etienne Vouga, Qixing Huang, Duygu Ceylan, Gerard Medioni, and Hao Li. Capturing Dynamic Textured Surfaces of Moving Targets. European Conference on Computer Vision 2016 (Spotlight Presentation).

maprecons

Chen Chen, Cewu Lu, Qixing Huang, Qiang Yang, Dimitrios Gunopulos, and Leonidas Guibas. City-Scale Map Creation and Updating using GPS Collections. Proc. of the 22st ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2016.

3dprinting

Haisen Zhao, Fanglin Gu, Qixing Huang, J. A. Garcia Galicia, Yong Chen, Changhe Tu, Bedrich Benes, Hao Zhang, Daniel Cohen-Or, and Baoquan Chen. Connected Fermat Spirals for Layered Fabrication. ACM Transaction on Graphics 35(4) (Proc. Siggraph 2016).

cycle

Tinghui Zhou, Philipp Krähenbühl, Mathieu Aubry, Qixing Huang, and Alexei A. Efros. Learning Dense Correspondence via 3D-guided Cycle Consistency. IEEE Conference on Computer Vision and Pattern Recognition 2016 (Oral Presentation).

submission_2

Linyu Wei, Qixing Huang, Duygu Ceylan, Etienne Vouga, and Hao Li. Dense Human Body Correspondences Using Convolutional Networks. IEEE Conference on Computer Vision and Pattern Recognition 2016 (Oral Presentation).

recomb

Somaye Hashemifar, Qixing Huang, and Jinbo Xu. Joint alignment of multiple protein-protein interaction networks via convex optimization. 20th Annual International Conference on Research in Computational Molecular Biology (RECOMB 2016).

2015

shapenet

Angel X. Chang, Thomas Funkhouser, Leonidas Guibas, Pat Hanrahan, Qixing Huang, Zimo Li, Silvio Savarese, Manolis Savva, Shuran Song, Hao Su, Jianxiong Xiao, Li Yi, and Fisher Yu. ShapeNet: An Information-Rich 3D Model Repository. http://arxiv.org/abs/1511.05904.

siga15_packing

Xuelin Chen, Hao Zhang, Jinjie Lin, Ruizhen Hu, Lin Lu, Qixing Huang, Bedrich Benes, Daniel Cohen-Or, and Baoquan Chen. Dapper: Decompose-and-Pack for 3D Printing. ACM Transaction on Graphics 34(6) (Proc. Siggraph Asia 2015).

sig15_ibm

Qixing Huang, Hai Wang, and Vladlen Koltun. Single-View Reconstruction via Joint Analysis of Image and Shape Collections. ACM Transaction on Graphics 34(4) (Proc. Siggraph 2015).

Code

cgf_star

Kai Xu, Vladimir Kim, Qixing Huang, and Evangelos Kalogerakis. Data-Driven Shape Analysis and Processing. Computer Graphics Forum, to appear.

2014

scene_graph_siga14

Tianqiang Liu, Siddhartha Chaudhuri, Vladimir Kim, Qixing Huang, Niloy J. Mitra, and Thomas Funkhouser. Creating Consistent Scene Graphs Using a Probabilistic Grammar . ACM Transaction on Graphics 33(6) (Proc. Siggraph Asia 2014).

sig14_fmap

Qixing Huang, Fan Wang, and Leonidas Guibas. Functional Map Networks for Analyzing and Browsing Large Shape Collections . ACM Transaction on Graphics 33(4) (Proc. Siggraph 2014).

sig14_depth

Su Hao, Qixing Huang, Niloy Mitra, Yangyan Li, and Leonidas Guibas. Estimating Image Depth Using Shape Collections. ACM Transaction on Graphics 33(4) (Proc. Siggraph 2014).

sig14_sym

Art Tevs, Qixing Huang, Michael Wand, Hans-Peter Seidel, and Leonidas Guibas. Relating Shapes via Geometric Symmetries and Regularities, ACM Transaction on Graphics 33(4) (Proc. Siggraph 2014).

tog12

Qixing Huang, Leonidas Guibas, and Niloy Mitra. Near-Regular Structure Extraction Using Linear Programming. ACM Transation on Graphics 33(3) (Presented at Siggraph 2014).

cvpr14

Fan Wang, Qixing Huang, Maks Ovsjanikov, and Qixing Huang. Unsupervised Multi-Class Joint Image Segmentation. IEEE Conference on Computer Vision and Pattern Recognition 2014.

arxiv14

Yuxin Chen, Leonidas Guibas, and Qixing Huang. Near-Optimal Joint Object Matching via Convex Relaxation. International Conference on Machine Learning 2014.

sdp_icml14

Qixing Huang, Yuxin Chen, and Leonidas Guibas. Scalable Semidefinite Relaxation for Maximum A Posterior Estimation. International Conference on Machine Learning 2014.

2013

sgp13

Qixing Huang and Leonidas Guibas. Consistent Shape Maps via Semidefinite Programming. Computer Graphics Forum, Volume 32(5) (Proc. Symposium on Geometry Processing ). (Best Paper Award).

siga13

Qixing Huang, Hao Su, and Leonidas Guibas. Fine-Grained Semi-Supervised Labeling of Large Shape Collections. ACM Transactions on Graphics 32(6) (Proc. Siggraph Asia 2013).

eg13

Lin Gao, Yukun Lai, Qixing Huang, and Shimin Hu. A Data-Driven Approach to Realistic Shape Morphing. . Computer Graphics Forum 32(2) (Proc. Eurographics 2013).

iccv

Fan Wang, Qixing Huang, and Leonidas Guibas. Image Co-Segmentation via Consistent Functional Maps. . International Conference on Computer Vision 2013.

siggis1

Yang Li, Qixing Huang, Michael Kerber, Lin Zhang, and Leonidas Guibas. Large-Scale Joint Map Matching of GPS Traces . Proc. SIGSPATIAL International Conference on Advances in Geographic Information Systems 2013.

siggis2

Chen Chen, Hao Su, Qixing Huang, Lin Zhang, and Leonidas Guibas. Pathlet Learning for Compressing and Planning Trajectories . Proc. SIGSPATIAL International Conference on Advances in Geographic Information Systems 2013.

siggis3

Haochen Tang, Michael Kerber, Qixing Huang, and Leonidas Guibas. Locating Lucrative Passengers for Taxicab Drivers. Proc. SIGSPATIAL International Conference on Advances in Geographic Information Systems 2013.

pg13_1

Yongliang Yang and Qixing Huang. TrayGen: Arranging Objects for Exhibition and Packaging. Computer Graphics Forum 32(7) (Prc. Pacific Graphics 2013).

pg13_2

Youngmin Kim, Niloy Mitra, Qixing Huang, and Leonidas Guibas. Guided Real-Time Scanning of Indoor Environments. . Computer Graphics Forum 32(7) (Proc. Pacific Graphics 2013).

Before 2013

siga12

Qixing Huang, Guoxin Zhang, Lin Gao, Shimin Hu, Adrian Butscher, and Leonidas Guibas. An Optimization Approach for Extracting and Encoding Consistent Maps in a Shape Collection. ACM Transactions on Graphics 31(6) (Proc. SIGGRAPH Asia 2012)

siga11

Qixing Huang, Vladlen Koltun, and Leonidas Guibas. Joint-Shape Segmentation with Linear Programming. ACM Transactions on Graphics 30(5) (Proc. SIGGRAPH Asia 2011) [Slides]

cvpr11

Qixing Huang, Mei Han, Bo Wu, and Sergey Ioffe. v A Hierarchical Conditional Random Field Model for Labeling and Segmenting Images of Street Scenes . IEEE Conference on Computer Vision and Pattern Recognition 2011.

sgp11

Maks Ovsjanikov, Qixing Huang, and Leonidas Guibas. A Condition Number for Non-Rigid Shape Matching . Computer Graphics Forum 39(5) (Proc. Symposium on Geometry Processing 2011).

sig10

Helmut Pottmann, Qixing Huang, Bailin Deng, Alexander Schiftner, Martin Kilian, Leonidas Guibas, and Johannes Wallner. Geodesic patterns . ACM Transactions on Graphics 29(4) (Proc. SIGGRAPH 2010).

pg09

Qixing Huang, Radomir Mech, and Nathan Carr. Optimizing Structure Preserving Embedded Deformation for Resizing Images and Vector Art . Computer Graphics Forum 29(7) (Proc. Pacific Graphics 2009).

eg09_seg

Qixing Huang, Martin Wicke, Bart Adams, and Leonias Guibas. Shape Decomposition Using Modal Analysis . Computer Graphics Forum 28 (2) (Proc. Eurographics 2009).

cagd09_ijrgp

Helmut Pottmann, Johannes Wallner, Qixing Huang, and Yongliang Yang. Integral invariants for robust geometry processing.Computer Aided Geometric Design 26(1), 2009.

icra10

Qixing Huang and Dragomir Anguelov. High Quality Pose Estimation by Aligning Multiple Scans to a Latent Map. IEEE International Conference on Robotics and Automation 2010.

sgp08_nonrigid

Qixing Huang, Bart Adams, Martin Wicke, and Leonidas Guibas. Non-Rigid Registration Under Isometric Deformations. Proc. Computer Graphics Forum 28(5) (Proc. Symposium on Geometry Processing 2008). [movie]

sgp07_recons

Qixing Huang, Bart Adams, and Michael Wand. Bayesian Surface Reconstruction via Iterative Scan Alignment to an Optimized Prototype. Proc. Symposium on Geometry Processing 2007.

sgp07_nonrigid

Michael Wand, Phillp Jenke, Qixing Huang, Martin Bokeloh, Leonidas Guibas, and Andreas Schilling. Reconstruction of Deforming Geometry from Time-Varying Point Clouds. Proc. Symposium on Geometry Processing 2007.

ijcv06_conv

Helmut Pottmann, Qixing Huang, Yongliang Yang, and Shimin Hu. Geometry and Convergence Analysis of Algorithms for Registration of 3D Shapes. International Journal of Computer Vision 67(3), 2006.

report_oktogon

Barbara Thuswaldner, Simon Flory, Robert Kalasek, Michael Hofer, Qixing Huang, and Hilke Thur. Digital Anastylosis of the Octagon in Ephesos. Journal on Computing and Cultural Heritage 2(1), 2009.

sig06_puzzle

Qixing Huang. Simon Fl#246ry, Nathsha Gelfand, Michael Hofer, and Helmut Pottmann. Reassembling Fractured Objects by Geometric Matching. ACM Transactions on Graphics 25(3) (Proc. SIGGRAPH 2006).

Qixing Huang, Shimin Hu, and Ralph Martin. Fast degree elevation and knot insertion for B-spline curves. Computer Aided Geometric Design, 22(2), 2005.

Chiewlan Tai, Shimin Hu, and Qixing Huang. Approximate merging of B- Spline curves via knot adjustment and constrained optimization. Computer Aided Design 35(18), 2003.

Tutorial/Workshops

nips16_workshop

Fu Yu, Joseph J Lim, Matt D Fisher, Qixing Huang, and Jianxiong Xiao. 3D Deep Learning Workshop at Neural Information Processing Systems (or NIPS) 2016.

siga16_tutorial

Kai Xu, Vladmir G. Kim, Qixing Huang, Vangelis Kalogerakis, and Niloy Mitra. Data-Driven Shape Analysis and Processing. SIGGRAPH Asia 2016 Course

sig14_tutorial

Niloy J. Mitra, Michael Wand, Hao Zhang, Daniel Cohen-Or, Vladimir Kim, and Qi-Xing Huang. Structure-Aware Shape Processing. SIGGRAPH 2014 Course

siga13_tutorial

Niloy J. Mitra, Michael Wand, Hao Zhang, Daniel Cohen-Or, Vladimir Kim, and Qi-Xing Huang. Structure-Aware Shape Processing. SIGGRAPH Asia 2013 Course




Last update: September. 6th, 2017