Dr Bailin Deng

(he/him)

2025

• Yang, L., Deng, B. and Zhang, J. 2025. Scalable and high-quality neural implicit representation for 3D reconstruction. IEEE Transactions on Visualization and Computer Graphics (10.1109/TVCG.2025.3530452)
• Zeng, X., Song, K., Yang, L., Deng, B. and Zhang, J. 2025. Oblique-MERF: Revisiting and improving MERF for oblique photography. Presented at: International Conference on 3D Vision, Singapore, 25-28 March 2025.

2024

• Lu, Y., Deng, B., Zhong, Z., Zhang, T., Quan, Y., Cai, H. and He, S. 2024. 3D snapshot: Invertible embedding of 3D neural representations in a single image. IEEE Transactions on Pattern Analysis and Machine Intelligence 46(12), pp. 11524-11531. (10.1109/TPAMI.2024.3411051)
• Dai, Y., Xiang, T., Deng, B., Du, Y., Cai, H., Qin, J. and He, S. 2024. StyleGAN-∞: extending StyleGAN to arbitrary-ratio translation with StyleBook. IEEE Transactions on Visualization and Computer Graphics (10.1109/tvcg.2024.3522565)
• Sun, Y., Deng, B. and Zhang, J. 2024. Mesh-based double-sided freeform lens optimization. Presented at: European Optical Society Annual Meeting (EOSAM) 2024, Naples, Italy, 9-13 September 2024, Vol. 309. Topical Meeting (TOM) 3- Optical System Design, Tolerancing and Manufacturing EDP Sciences pp. 3016., (10.1051/epjconf/202430903016)
• Xu, Y., Liu, B., Tang, H., Deng, B. and He, S. 2024. Learning with unreliability: Fast few-shot Voxel radiance fields with relative geometric consistency. Presented at: The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024, Seattle, WA, USA, 17-21 June 2024Proceedings of the Conference on Computer Vision and Pattern Recognition. IEEE pp. 20342-20351., (10.1109/CVPR52733.2024.01923)
• Xu, Q., Yang, Y. and Deng, B. 2024. Point cloud denoising using a generalized error metric. Graphical Models 133, article number: 101216. (10.1016/j.gmod.2024.101216)

2023

• Liang, Y., Deng, B., Liu, W., Qin, J. and He, S. 2023. Monocular depth estimation for glass walls with context: a new dataset and method. IEEE Transactions on Pattern Analysis and Machine Intelligence 45(12), pp. 15081-15097. (10.1109/TPAMI.2023.3308551)
• Deng, Z., Liu, Y., Pan, H., Jabi, W., Zhang, J. and Deng, B. 2023. Sketch2PQ: freeform planar quadrilateral mesh design via a single sketch. IEEE Transactions on Visualization and Computer Graphics 29(9), pp. 3826-3839. (10.1109/TVCG.2022.3170853)
• Yao, Y., Deng, B., Xu, W. and Zhang, J. 2023. Fast and robust non-rigid registration using accelerated majorization-minimization. IEEE Transactions on Pattern Analysis and Machine Intelligence 45(8), pp. 9681-9698. (10.1109/TPAMI.2023.3247603)
• Zhu, X., Pan, Y., Deng, B. and Wang, B. 2023. Efficient multi-view inverse rendering using a hybrid differentiable rendering method. Presented at: International Joint Conferences on Artificial Intelligence, Macao, 19-25 August 2023 Presented at Elkind, E. ed.Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence. International Joint Conferences on Artificial Intelligence pp. 1849-1857., (10.24963/ijcai.2023/205)
• Chen, R., Qiu, P., Song, P., Deng, B., Wang, Z. and He, Y. 2023. Masonry shell structures with discrete equivalence classes. ACM Transactions on Graphics 42(4), article number: 115. (10.1145/3592095)
• Ouyang, W., Tao, J., Milzarek, A. and Deng, B. 2023. Nonmonotone globalization for Anderson acceleration via adaptive regularization. Journal of Scientific Computing 96(5) (10.1007/s10915-023-02231-4)
• Xiao, D., Shi, Z., Li, S., Deng, B. and Wang, B. 2023. Point normal orientation and surface reconstruction by incorporating isovalue constraints to Poisson equation. Computer Aided Geometric Design 103, article number: 102195. (10.1016/j.cagd.2023.102195)
• Feng, W., Cai, H., Hou, J., Deng, B. and Zhang, J. 2023. Differentiable deformation graph-based neural non-rigid registration. Communications in Mathematics and Statistics 11, pp. 151-167. (10.1007/s40304-023-00341-x)

2022

• Wu, Z. et al. 2022. Make your own sprites: Aliasing-aware and cell-controllable pixelization. ACM Transactions on Graphics 41(6), article number: 193. (10.1145/3550454.3555482)
• Xia, Q., Zhang, J., Fang, Z., Li, J., Zhang, M., Deng, B. and He, Y. 2022. GeodesicEmbedding (GE): a high-dimensional embedding approach for fast geodesic distance queries. IEEE Transactions on Visualization and Computer Graphics 28(12), pp. 4930-4939. (10.1109/TVCG.2021.3109975)
• Zhong, Z., Chai, L., Zhou, Y., Deng, B., Pan, J. and He, S. 2022. Faithful extreme rescaling via generative prior reciprocated invertible representations. Presented at: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, Louisiana, United States, 21-24 June 20222022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE pp. 5698-5707., (10.1109/CVPR52688.2022.00562)
• Zhang, J., Yao, Y. and Deng, B. 2022. Fast and robust iterative closest point. IEEE Transactions on Pattern Analysis and Machine Intelligence 44(7), pp. 3450-3466. (10.1109/TPAMI.2021.3054619)
• Deng, B., Yao, Y., Dyke, R. M. and Zhang, J. 2022. A survey of non-rigid 3D registration. Computer Graphics Forum 41(2), pp. 559-589. (10.1111/cgf.14502)
• Xu, Y., Deng, B., Wang, J., Jing, Y., Pan, J. and He, S. 2022. High-resolution face swapping via latent semantics disentanglement. Presented at: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, LA, USA, 21 - 24 June 2022Proceedings IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, (10.1109/CVPR52688.2022.00749)

2021

• Guo, Y., Zhang, J., Chen, Y., Cai, H., Huang, Z. and Deng, B. 2021. Real-time face view correction for front-facing cameras. Computational Visual Media 7, pp. 437-452. (10.1007/s41095-021-0215-y)
• Tao, J., Zhang, J., Deng, B., Fang, Z., Peng, Y. and He, Y. 2021. Parallel and scalable heat methods for geodesic distance computation. IEEE Transactions on Pattern Analysis and Machine Intelligence 43(2), pp. 579-594. (10.1109/TPAMI.2019.2933209)
• Deng, Z., Yao, Y., Deng, B. and Zhang, J. 2021. A robust loss for point cloud registration. Presented at: 2021 IEEE/CVF International Conference on Computer Vision (ICCV), Virtual, 11-17 October 20212021 IEEE/CVF International Conference on Computer Vision (ICCV).

2020

• Corcoran, P. and Deng, B. 2020. Regularization of persistent homology gradient computation. Presented at: Topological Data Analysis and Beyond Workshop, Virtual, 11 December 2020.
• Jiang, L., Zhang, J. and Deng, B. 2020. Robust RGB-D face recognition using attribute-aware loss. IEEE Transactions on Pattern Analysis and Machine Intelligence 42(10), pp. 2552-2566. (10.1109/TPAMI.2019.2919284)
• Ouyang, W., Peng, Y., Yao, Y., Zhang, J. and Deng, B. 2020. Anderson acceleration for nonconvex ADMM based on Douglas-Rachford splitting. Computer Graphics Forum 39(5), pp. 221-239.
• Wang, X., Guo, Y., Deng, B. and Zhang, J. 2020. Lightweight photometric stereo for facial details recovery. Presented at: Conference on Computer Vision and Pattern Recognition (CVPR 2020), Seattle, Washington, USA, 16-18 June 20202020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE pp. 737-746., (10.1109/CVPR42600.2020.00082)
• Yao, Y., Deng, B., Xu, W. and Zhang, J. 2020. Quasi-newton solver for robust non-rigid registration. Presented at: Conference on Computer Vision and Pattern Recognition (CVPR 2020), Seattle, Washington, USA, 16-18 June 20202020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE pp. 7597-7606., (10.1109/CVPR42600.2020.00762)

2019

• Zhang, J., Peng, Y., Ouyang, W. and Deng, B. 2019. Accelerating ADMM for efficient simulation and optimization. ACM Transactions on Graphics 38(6), article number: 163. (10.1145/3355089.3356491)
• Tang, K., Song, P., Wang, X., Deng, B., Fu, C. and Liu, L. 2019. Computational design of steady 3D dissection puzzles. Computer Graphics Forum 38(2), pp. 291-303. (10.1111/cgf.13638)
• Zhang, J., Deng, B., Hong, Y., Peng, Y., Qin, W. and Liu, L. 2019. Static/dynamic filtering for mesh geometry. IEEE Transactions on Visualization and Computer Graphics 25(4), pp. 1774-1787. (10.1109/TVCG.2018.2816926)
• Tao, J., Deng, B. and Zhang, J. 2019. A fast numerical solver for local barycentric coordinates. Computer Aided Geometric Design 70, pp. 46-58. (10.1016/j.cagd.2019.04.006)

2018

• Xu, Q., Deng, B. and Yang, Y. 2018. Ellipsoid packing structures on freeform surfaces. Computer Graphics Forum 37(7), pp. 87-95. (10.1111/cgf.13550)
• Peng, Y., Deng, B., Zhang, J., Geng, F., Qin, W. and Liu, L. 2018. Anderson acceleration for geometry optimization and physics simulation. ACM Transactions on Graphics 37(4), article number: 42. (10.1145/3197517.3201290)
• Jiang, L., Zhang, J., Deng, B., Li, H. and Liu, L. 2018. 3D face reconstruction with geometry details from a single image. IEEE Transactions on Image Processing 27(10), pp. 4756-4770. (10.1109/TIP.2018.2845697)

2017

• Wang, T., Trujillo, O. E., Chang, W. and Deng, B. 2017. Encoding bamboo’s nature for freeform structure design. International Journal of Architectural Computing 15(2), pp. 169-182. (10.1177/1478077117714943)

2016

• Song, P., Deng, B., Wang, Z., Dong, Z., Li, W., Fu, C. and Liu, L. 2016. CofiFab: coarse-to-fine fabrication of large 3D objects. ACM Transactions on Graphics 35(4), article number: 45. (10.1145/2897824.2925876)
• Konaković, M., Crane, K., Deng, B., Bouaziz, S., Piker, D. and Pauly, M. 2016. Beyond developable: computational design and fabrication with auxetic materials. ACM Transactions on Graphics 35(4), article number: 89. (10.1145/2897824.2925944)

2015

• Zhang, W., Deng, B., Zhang, J., Bouaziz, S. and Liu, L. 2015. Guided mesh normal filtering. Computer Graphics Forum 34(7), pp. 23-34. (10.1111/cgf.12742)
• Deng, B., Bouaziz, S., Deuss, M., Kaspar, A., Schwartzburg, Y. and Pauly, M. 2015. Interactive design exploration for constrained meshes. Computer-Aided Design 61, pp. 13-23.
• Kaspar, A. and Deng, B. 2015. Real-time deformation of constrained meshes using GPU. In: Cai, Y. and See, S. eds. GPU Computing and Applications. Springer, pp. 15-34., (10.1007/978-981-287-134-3_2)
• Deuss, M., Deleuran, A. H., Bouaziz, S., Deng, B., Piker, D. and Pauly, M. 2015. ShapeOp—A robust and extensible geometric modelling paradigm. In: Ramsgaard Thomsen, M. et al. eds. Modelling Behaviour: Design Modelling Symposium 2015. Springer, pp. 505-515., (10.1007/978-3-319-24208-8_42)

2014

• Zhang, J., Deng, B., Liu, Z., Patanè, G., Bouaziz, S., Hormann, K. and Liu, L. 2014. Local barycentric coordinates. ACM Transactions on Graphics 33(6), article number: 188. (10.1145/2661229.2661255)
• Zou, Q., Zhang, J., Deng, B. and Zhao, J. 2014. Iso-level tool path planning for free-form surfaces. Computer-Aided Design 53, pp. 117-125. (10.1016/j.cad.2014.04.006)
• Garg, A., Sageman-Furnas, A. O., Deng, B., Yue, Y., Grinspun, E., Pauly, M. and Wardetzky, M. 2014. Wire mesh design. ACM Transactions on Graphics 33(4), article number: 66. (10.1145/2601097.2601106)

2013

• Deng, B., Bouaziz, S., Deuss, M., Zhang, J., Schwartzburg, Y. and Pauly, M. 2013. Exploring Local Modifications for Constrained Meshes. Computer graphics forum 32(2pt1), pp. 11-20. (10.1111/cgf.12021)
• Yang, Y., Zeng, W., Yang, C., Deng, B., Meng, X. and Sitharama Iyengar, S. 2013. An algorithm to improve parameterizations of rational Bézier surfaces using rational bilinear reparameterization. Computer-Aided Design 45(3), pp. 628-638. (10.1016/j.cad.2012.10.048)

2012

• Yang, Y., Zeng, W., Yang, C., Meng, X., Yong, J. and Deng, B. 2012. G1 continuous approximate curves on NURBS surfaces. Computer-Aided Design 44(9), pp. 824-834. (10.1016/j.cad.2012.04.004)

2011

• Deng, B., Pottmann, H. and Wallner, J. 2011. Functional webs for freeform architecture. Computer graphics forum 30(5), pp. 1369-1378. (10.1111/j.1467-8659.2011.02011.x)

2010

• Wallner, J. et al. 2010. Tiling freeform shapes with straight panels: algorithmic methods. In: Ceccato, C. et al. eds. Advances in Architectural Geometry 2010. New York, USA: SpringerWein, pp. 73-86.
• Pottmann, H., Huang, Q., Deng, B., Schiftner, A., Kilian, M., Guibas, L. and Wallner, J. 2010. Geodesic patterns. Presented at: ACM SIGGRAPH 2010, Los Angeles, CA, USA, 26-30 July 2010ACM SIGGRAPH 2010 papers, Vol. 29. Vol. 4. USA: Association for Computing Machinery pp. 43., (10.1145/1778765.1778780)
• Pottmann, H., Huang, Q., Deng, B., Schiftner, A., Kilian, M., Guibas, L. and Wallner, J. 2010. Geodesic patterns. ACM Transactions on Graphics 29(4), article number: 43. (10.1145/1778765.1778780)

2009

• Yong, J., Deng, B., Cheng, F., Wang, B., Wu, K. and Gu, H. 2009. Removing local irregularities of triangular meshes with highlight line models. Science in China Series F: Information Sciences 52(3), pp. 418-430. (10.1007/s11432-009-0060-6)