Dr Bailin Deng
(e/fe)
- Ar gael fel goruchwyliwr ôl-raddedig
Timau a rolau for Bailin Deng
Uwch Ddarlithydd
Trosolwg
Rwy'n Uwch Ddarlithydd yn yr Ysgol Cyfrifiadureg a Gwybodeg. Rwy'n aelod o'r Adran Ymchwil Cyfrifiadura Gweledol, ac yn arwain y Grŵp Ymchwil Cyfrifiadura Geometrig a Graffeg. Mae fy ymchwil yn ymchwilio i broblemau sylfaenol mewn modelu a dadansoddi siâp 3D, gyda chymwysiadau rhyngddisgyblaethol mewn meysydd fel pensaernïaeth, opteg, gofal iechyd, a diwydiannau creadigol. Rwyf hefyd yn gweithio ar algorithmau rhifiadol, yn enwedig ar optimeiddio ar raddfa fawr ar gyfer prosesu geometreg ac efelychu ffisegol.
Cyn dod i Gaerdydd, gweithiais fel Darlithydd mewn cyfrifiadureg ym Mhrifysgol Hull rhwng 2015 a 2017. Rhwng 2012 a 2015, roeddwn yn Ymchwilydd Ôl-ddoethurol yn y Labordy Graffeg a Geometreg Gyfrifiadurol yn EPFL, gan weithio gyda Mark Pauly. Derbyniais fy PhD mewn Mathemateg Dechnegol o Brifysgol Technoleg Fienna yn 2011, o dan oruchwyliaeth Helmut Pottmann. Derbyniais fy ngradd meistr mewn Cyfrifiadureg a gradd baglor mewn Meddalwedd Cyfrifiadurol yn 2008 a 2005 yn y drefn honno, y ddau o Brifysgol Tsinghua.
Gellir dod o hyd i ragor o wybodaeth ar fy nhudalen we bersonol.
Cyhoeddiad
2027
- Huang, C. et al., 2027. Efficient offset mesh generation with preserved features and boundaries. ACM Transactions on Graphics 46 (1) 10. (10.1145/3832781)
2026
- Liao, L. et al., 2026. ROS-GS: relightable outdoor scenes with Gaussian Splatting. IEEE Transactions on Visualization and Computer Graphics 32 (9), pp.7965-7981. (10.1109/tvcg.2026.3709027)
- Xu, Z. et al., 2026. CameraSquad: Achieving content consistency in parallel multi-trajectory camera-controlled video generation. Presented at: SIGGRAPH 2026 Los Angeles, CA, USA 19-23 July 2026. SIGGRAPH Conference Papers '26: Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference Conference Papers. [CameraSquad: Achieving Content Consistency in Parallel Multi-Trajectory Camera-Controlled Video Generation]. ACM. , pp.1-12. (10.1145/3799902.3811048)
- Wang, Y. et al. 2026. Improved cinematic-guided camera language transfer in 3D scene. Presented at: International Conference on 3D Vision 2026 (3DV 2026) Vancouver, BC, Canada 20-23 March 2026. 2026 International Conference on 3D Vision (3DV). IEEE. , pp.1945-1955. (10.1109/3dv69130.2026.00183)
- Jayakody, D. P. V. J. et al., 2026. Neural field-based shape optimization for manufacturability-aware support structure minimisation. Additive Manufacturing 122 105177. (10.1016/j.addma.2026.105177)
- Sun, Y. , Deng, B. and Zhang, J. 2026. Double-freeform lens design for angular-spatial control of light fields. Optics Express 34 (8), pp.14027-14043. (10.1364/OE.591084)
- Jayakody, D. P. V. J. et al., 2026. Part orientation fused shape optimization for minimisation of print time and material waste in extrusion-based 3D printing. Computer-Aided Design 192 104029. (10.1016/j.cad.2025.104029)
- Tao, J. , Yang, Y. and Deng, B. 2026. Learning conjugate direction fields for planar quadrilateral mesh generation. Presented at: The 40th Annual AAAI Conference on Artificial Intelligence Singapore, Republic of Singapore 20-27 January 2026. Proceedings of the AAAI Conference on Artificial Intelligence. Vol. 40(30).AAAI Press. , pp.25867-25876. (10.1609/aaai.v40i30.39786)
- Zhou, S. et al., 2026. Computational caustic design for surface light source. IEEE Transactions on Visualization and Computer Graphics 32 (2), pp.1911-1927. (10.1109/TVCG.2025.3633081)
2025
- Yao, Y. et al., 2025. SPARE: Symmetrized point-to-plane distance for robust non-rigid 3D registration. IEEE Transactions on Pattern Analysis and Machine Intelligence 47 (2), pp.11483-11501. (10.1109/tpami.2025.3598630)
- Li, S. et al., 2025. Conformable mechanisms on freeform surfaces. Computers & Graphics 132 104359. (10.1016/j.cag.2025.104359)
- Xiao, D. et al., 2025. Winding clearness for differentiable point cloud optimization. Computer-Aided Design 188 103930. (10.1016/j.cad.2025.103930)
- He, Y. et al., 2025. Computational design of body-supporting assemblies. Computer Graphics Forum 44 (7) e70237. (10.1111/cgf.70237)
- 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 31 (10), pp.6751-6766. (10.1109/TVCG.2025.3530452)
- Cai, S. et al., 2025. Feature line extraction based on winding number. Graphical Models 141 101296. (10.1016/j.gmod.2025.101296)
- Pan, Y. et al., 2025. Piecewise ruled approximation for freeform mesh surfaces. ACM Transactions on Graphics 44 (4), pp.69-69. (10.1145/3730866)
- Zeng, X. et al., 2025. Oblique-MERF: Revisiting and improving MERF for oblique photography. Presented at: 2025 International Conference on 3D Vision (3DV) Singapore 25-28 March 2025. 2025 International Conference on 3D Vision (3DV). IEEE. , pp.326-336. (10.1109/3DV66043.2025.00035)
- Lv, H. et al., 2025. GSHeadRelight: Fast relightability for 3D gaussian head synthesis. Presented at: SIGGRAPH 2025 Vancouver, Canada 10-14 August 2025. ACM SIGGRAPH 2025 Conference Papers. New York, NY, USA: Association for Computing Machinery. , pp.108. (10.1145/3721238.3730614)
- Sun, Y. , Deng, B. and Zhang, J. 2025. End-to-end surface optimization for light control. ACM Transactions on Graphics 44 (3) 24. (10.1145/3732284)
- Xu, Z. , Deng, B. and Zhang, J. 2025. Neural implicit surface parameterization and texture reconstruction. Journal of Computer-Aided Design and Computer Graphics (10.3724/SP.J.1089.2024-00606)
- Dai, Y. et al., 2025. StyleGAN-∞: extending StyleGAN to arbitrary-ratio translation with StyleBook. IEEE Transactions on Visualization and Computer Graphics 31 (9), pp.6575-6587. (10.1109/tvcg.2024.3522565)
- Wang, C. , Deng, B. and Zhang, J. 2025. Neural shadow art. Presented at: The 33rd Pacific Conference on Computer Graphics and Applications Taipei, Taiwan 14-17 October 2025. Published in: Christie, M. , Pietroni, N. and Wang, Y. eds. Proceedings Pacific Graphics 2025. The European Association for Computer Graphics(10.2312/pg.20251281)
2024
- Lu, Y. et al., 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)
- 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.03016. (10.1051/epjconf/202430903016)
- Xu, Y. et al., 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 2024. Proceedings 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 101216. (10.1016/j.gmod.2024.101216)
2023
- Liang, Y. et al., 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. et al. 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)
- Chen, R. et al., 2023. Masonry shell structures with discrete equivalence classes. ACM Transactions on Graphics 42 (4) 115. (10.1145/3592095)
- Yao, Y. et al., 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. et al., 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. Published in: 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)
- Ouyang, W. et al., 2023. Nonmonotone globalization for Anderson acceleration via adaptive regularization. Journal of Scientific Computing 96 (5)(10.1007/s10915-023-02231-4)
- Xiao, D. et al., 2023. Point normal orientation and surface reconstruction by incorporating isovalue constraints to Poisson equation. Computer Aided Geometric Design 103 102195. (10.1016/j.cagd.2023.102195)
- Feng, W. et al., 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) 193. (10.1145/3550454.3555482)
- Xia, Q. et al., 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)
- Xu, Y. et al., 2022. High-resolution face swapping via latent semantics disentanglement. Presented at: 2022 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2022) New Orleans, LA, United States of America 18-24 June 2022. Proceedings IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE. , pp.7632-7641. (10.1109/CVPR52688.2022.00749)
- Zhong, Z. et al., 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 2022. 2022 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. et al. 2022. A survey of non-rigid 3D registration. Computer Graphics Forum 41 (2), pp.559-589. (10.1111/cgf.14502)
2021
- Deng, Z. et al. 2021. A robust loss for point cloud registration. Presented at: 2021 IEEE/CVF International Conference on Computer Vision (ICCV) Virtual / Montreal, QC, Canada 11-17 October 2021. 2021 IEEE/CVF International Conference on Computer Vision (ICCV). IEEE. , pp.6118-6127. (10.1109/ICCV48922.2021.00608)
- Guo, Y. et al., 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. et al., 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)
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. NeurIPS 2020 Workshop on Topological Data Analysis and Beyond. OpenReview.Net
- 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. et al., 2020. Anderson acceleration for nonconvex ADMM based on Douglas-Rachford splitting. Computer Graphics Forum 39 (5), pp.221-239.
- Wang, X. et al., 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 2020. 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE. , pp.737-746. (10.1109/CVPR42600.2020.00082)
- Yao, Y. et al., 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 2020. 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE. , pp.7597-7606. (10.1109/CVPR42600.2020.00762)
2019
- Zhang, J. et al., 2019. Accelerating ADMM for efficient simulation and optimization. ACM Transactions on Graphics 38 (6) 163. (10.1145/3355089.3356491)
- Tang, K. et al., 2019. Computational design of steady 3D dissection puzzles. Computer Graphics Forum 38 (2), pp.291-303. (10.1111/cgf.13638)
- Zhang, J. et al., 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. et al., 2018. Anderson acceleration for geometry optimization and physics simulation. ACM Transactions on Graphics 37 (4) 42. (10.1145/3197517.3201290)
- Jiang, L. et al., 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. et al., 2017. Encoding bamboo’s nature for freeform structure design. International Journal of Architectural Computing 15 (2), pp.169-182. (10.1177/1478077117714943)
2016
- Konaković, M. et al., 2016. Beyond developable: computational design and fabrication with auxetic materials. ACM Transactions on Graphics 35 (4) 89. (10.1145/2897824.2925944)
- Song, P. et al., 2016. CofiFab: coarse-to-fine fabrication of large 3D objects. ACM Transactions on Graphics 35 (4) 45. (10.1145/2897824.2925876)
2015
- Deng, B. et al. 2015. Interactive design exploration for constrained meshes. Computer-Aided Design 61 , pp.13-23.
- Deuss, M. et al., 2015. ShapeOp—A robust and extensible geometric modelling paradigm. In: Ramsgaard Thomsen, M. et al., Modelling Behaviour: Design Modelling Symposium 2015. Springer. , pp.505-515. (10.1007/978-3-319-24208-8_42)
- 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)
- Zhang, W. et al., 2015. Guided mesh normal filtering. Computer Graphics Forum 34 (7), pp.23-34. (10.1111/cgf.12742)
2014
- Zhang, J. et al., 2014. Local barycentric coordinates. ACM Transactions on Graphics 33 (6) 188. (10.1145/2661229.2661255)
- Zou, Q. et al., 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. et al., 2014. Wire mesh design. ACM Transactions on Graphics 33 (4) 66. (10.1145/2601097.2601106)
2013
- Deng, B. et al. 2013. Exploring Local Modifications for Constrained Meshes. Computer graphics forum 32 (2pt1), pp.11-20. (10.1111/cgf.12021)
- Yang, Y. et al., 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. et al., 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., Advances in Architectural Geometry 2010. New York, USA: SpringerWein. , pp.73-86.
- Pottmann, H. et al., 2010. Geodesic patterns. Presented at: ACM SIGGRAPH 2010 Los Angeles, CA, USA 26-30 July 2010. ACM SIGGRAPH 2010 papers. Vol. 29.Vol. 4. USA: Association for Computing Machinery. , pp.43. (10.1145/1778765.1778780)
- Pottmann, H. et al., 2010. Geodesic patterns. ACM Transactions on Graphics 29 (4) 43. (10.1145/1778765.1778780)
2009
- Yong, J. et al., 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)
Adrannau llyfrau
- Deuss, M. et al., 2015. ShapeOp—A robust and extensible geometric modelling paradigm. In: Ramsgaard Thomsen, M. et al., Modelling Behaviour: Design Modelling Symposium 2015. Springer. , pp.505-515. (10.1007/978-3-319-24208-8_42)
- 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)
- Wallner, J. et al., 2010. Tiling freeform shapes with straight panels: algorithmic methods. In: Ceccato, C. et al., Advances in Architectural Geometry 2010. New York, USA: SpringerWein. , pp.73-86.
Cynadleddau
- Xu, Z. et al., 2026. CameraSquad: Achieving content consistency in parallel multi-trajectory camera-controlled video generation. Presented at: SIGGRAPH 2026 Los Angeles, CA, USA 19-23 July 2026. SIGGRAPH Conference Papers '26: Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference Conference Papers. [CameraSquad: Achieving Content Consistency in Parallel Multi-Trajectory Camera-Controlled Video Generation]. ACM. , pp.1-12. (10.1145/3799902.3811048)
- Wang, Y. et al. 2026. Improved cinematic-guided camera language transfer in 3D scene. Presented at: International Conference on 3D Vision 2026 (3DV 2026) Vancouver, BC, Canada 20-23 March 2026. 2026 International Conference on 3D Vision (3DV). IEEE. , pp.1945-1955. (10.1109/3dv69130.2026.00183)
- Tao, J. , Yang, Y. and Deng, B. 2026. Learning conjugate direction fields for planar quadrilateral mesh generation. Presented at: The 40th Annual AAAI Conference on Artificial Intelligence Singapore, Republic of Singapore 20-27 January 2026. Proceedings of the AAAI Conference on Artificial Intelligence. Vol. 40(30).AAAI Press. , pp.25867-25876. (10.1609/aaai.v40i30.39786)
- Zeng, X. et al., 2025. Oblique-MERF: Revisiting and improving MERF for oblique photography. Presented at: 2025 International Conference on 3D Vision (3DV) Singapore 25-28 March 2025. 2025 International Conference on 3D Vision (3DV). IEEE. , pp.326-336. (10.1109/3DV66043.2025.00035)
- Lv, H. et al., 2025. GSHeadRelight: Fast relightability for 3D gaussian head synthesis. Presented at: SIGGRAPH 2025 Vancouver, Canada 10-14 August 2025. ACM SIGGRAPH 2025 Conference Papers. New York, NY, USA: Association for Computing Machinery. , pp.108. (10.1145/3721238.3730614)
- Wang, C. , Deng, B. and Zhang, J. 2025. Neural shadow art. Presented at: The 33rd Pacific Conference on Computer Graphics and Applications Taipei, Taiwan 14-17 October 2025. Published in: Christie, M. , Pietroni, N. and Wang, Y. eds. Proceedings Pacific Graphics 2025. The European Association for Computer Graphics(10.2312/pg.20251281)
- 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.03016. (10.1051/epjconf/202430903016)
- Xu, Y. et al., 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 2024. Proceedings of the Conference on Computer Vision and Pattern Recognition. IEEE. , pp.20342-20351. (10.1109/CVPR52733.2024.01923)
- Zhu, X. et al., 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. Published in: 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)
- Xu, Y. et al., 2022. High-resolution face swapping via latent semantics disentanglement. Presented at: 2022 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2022) New Orleans, LA, United States of America 18-24 June 2022. Proceedings IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE. , pp.7632-7641. (10.1109/CVPR52688.2022.00749)
- Zhong, Z. et al., 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 2022. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE. , pp.5698-5707. (10.1109/CVPR52688.2022.00562)
- Deng, Z. et al. 2021. A robust loss for point cloud registration. Presented at: 2021 IEEE/CVF International Conference on Computer Vision (ICCV) Virtual / Montreal, QC, Canada 11-17 October 2021. 2021 IEEE/CVF International Conference on Computer Vision (ICCV). IEEE. , pp.6118-6127. (10.1109/ICCV48922.2021.00608)
- Corcoran, P. and Deng, B. 2020. Regularization of persistent homology gradient computation. Presented at: Topological Data Analysis and Beyond Workshop Virtual 11 December 2020. NeurIPS 2020 Workshop on Topological Data Analysis and Beyond. OpenReview.Net
- Wang, X. et al., 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 2020. 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE. , pp.737-746. (10.1109/CVPR42600.2020.00082)
- Yao, Y. et al., 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 2020. 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE. , pp.7597-7606. (10.1109/CVPR42600.2020.00762)
- Pottmann, H. et al., 2010. Geodesic patterns. Presented at: ACM SIGGRAPH 2010 Los Angeles, CA, USA 26-30 July 2010. ACM SIGGRAPH 2010 papers. Vol. 29.Vol. 4. USA: Association for Computing Machinery. , pp.43. (10.1145/1778765.1778780)
Erthyglau
- Huang, C. et al., 2027. Efficient offset mesh generation with preserved features and boundaries. ACM Transactions on Graphics 46 (1) 10. (10.1145/3832781)
- Liao, L. et al., 2026. ROS-GS: relightable outdoor scenes with Gaussian Splatting. IEEE Transactions on Visualization and Computer Graphics 32 (9), pp.7965-7981. (10.1109/tvcg.2026.3709027)
- Jayakody, D. P. V. J. et al., 2026. Neural field-based shape optimization for manufacturability-aware support structure minimisation. Additive Manufacturing 122 105177. (10.1016/j.addma.2026.105177)
- Sun, Y. , Deng, B. and Zhang, J. 2026. Double-freeform lens design for angular-spatial control of light fields. Optics Express 34 (8), pp.14027-14043. (10.1364/OE.591084)
- Jayakody, D. P. V. J. et al., 2026. Part orientation fused shape optimization for minimisation of print time and material waste in extrusion-based 3D printing. Computer-Aided Design 192 104029. (10.1016/j.cad.2025.104029)
- Zhou, S. et al., 2026. Computational caustic design for surface light source. IEEE Transactions on Visualization and Computer Graphics 32 (2), pp.1911-1927. (10.1109/TVCG.2025.3633081)
- Yao, Y. et al., 2025. SPARE: Symmetrized point-to-plane distance for robust non-rigid 3D registration. IEEE Transactions on Pattern Analysis and Machine Intelligence 47 (2), pp.11483-11501. (10.1109/tpami.2025.3598630)
- Li, S. et al., 2025. Conformable mechanisms on freeform surfaces. Computers & Graphics 132 104359. (10.1016/j.cag.2025.104359)
- Xiao, D. et al., 2025. Winding clearness for differentiable point cloud optimization. Computer-Aided Design 188 103930. (10.1016/j.cad.2025.103930)
- He, Y. et al., 2025. Computational design of body-supporting assemblies. Computer Graphics Forum 44 (7) e70237. (10.1111/cgf.70237)
- 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 31 (10), pp.6751-6766. (10.1109/TVCG.2025.3530452)
- Cai, S. et al., 2025. Feature line extraction based on winding number. Graphical Models 141 101296. (10.1016/j.gmod.2025.101296)
- Pan, Y. et al., 2025. Piecewise ruled approximation for freeform mesh surfaces. ACM Transactions on Graphics 44 (4), pp.69-69. (10.1145/3730866)
- Sun, Y. , Deng, B. and Zhang, J. 2025. End-to-end surface optimization for light control. ACM Transactions on Graphics 44 (3) 24. (10.1145/3732284)
- Xu, Z. , Deng, B. and Zhang, J. 2025. Neural implicit surface parameterization and texture reconstruction. Journal of Computer-Aided Design and Computer Graphics (10.3724/SP.J.1089.2024-00606)
- Dai, Y. et al., 2025. StyleGAN-∞: extending StyleGAN to arbitrary-ratio translation with StyleBook. IEEE Transactions on Visualization and Computer Graphics 31 (9), pp.6575-6587. (10.1109/tvcg.2024.3522565)
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Ymchwil
Mae fy mhrif ddiddordebau ymchwil yn cynnwys:
- Modelu a dadansoddi siâp 3D, gan gynnwys ailadeiladu 3D, cofrestru cadarn, optimeiddio geometrig, a modelu cynhyrchiol
- Algorithmau rhifiadol, yn enwedig optimeiddio ar raddfa fawr ar gyfer prosesu geometreg ac efelychu ffisegol
- Cymwysiadau rhyngddisgyblaethol mewn meysydd fel pensaernïaeth, opteg, gofal iechyd, a diwydiannau creadigol
Mae fy ngwaith wedi'i gyhoeddi mewn lleoliadau gorau ar gyfer cyfrifiadura gweledol, gan gynnwys ACM SIGGRAPH, ACM SIGGRAPH Asia, CVPR, ICCV, ACM TOG, IEEE TPAMI, ac IEEE TVCG. Mae fy ymchwil wedi derbyn Gwobrau Papur Gorau yn SMI 2025, ChinaVR 2024, a GMP 2019.
Mae codau ffynhonnell ar gyfer fy ngwaith ymchwil yn cael eu rhyddhau ar fy nhudalen github.
Prosiectau Ymchwil a Ariennir
Fel Prif Ymchwilydd:
- Lleihau ymddygiad gwrthgymdeithasol a threisgar gan ddefnyddio deallusrwydd artiffisial. Ariannwr: EPSRC (£29,353.00), 05/2026-12/202
- Cynhyrchu Animeiddio Wyneb mewn Meysydd Ymgleirdeb Niwral. Ariannwr: Y Gymdeithas Frenhinol (£12,000.00), 03/2024-03/2027
- Gwella cydnawsedd data, agregu a dilysu mewn llifoedd gwaith cynhyrchu rhithwir. Ariannwr: EPSRC (£48,000.00), 09/2024-04/2025
- Monitro teledu cylch cyfyng amser real â chymorth AI ar gyfer atal troseddu a diogelwch y cyhoedd. Ariannwr: Cronfa Seedcorn y Sefydliad Arloesi Diogelwch, Troseddu a Cudd-wybodaeth (£9,965), 02/2025-07/2025
- Dyluniad aml-ddatrysiad effeithlon ar gyfer modelu sy'n seiliedig ar gyfyngiadau. Ariannwr: Y Gymdeithas Frenhinol (£12,000.00), 03/2020-03/2023
Fel cyd-ymchwilydd:
- Datblygu hetiau sy'n arwain y farchnad. Ariannwr: KTP & Champion Manufacturing Group Ltd (£320,789), 11/2025–11/2028. PNI: Peter Theobald
- Datblygu'r Ap Dewin Synhwyrydd: Datrysiad Symudol ar gyfer Lleoleiddio Electrodau EEG. Ariannwr: EPSRC (£29,839), 01/2025–03/2026. PI: Leandro Beltrachini
- NeuroWizard: Datrysiad Clinigol Di-MRI ar gyfer Lleoleiddio Ffynhonnell EEG. Ariannwr: MRC (£21,651), 07–12/2025. PI: Leandro Beltrachini
- Prototeipio dillad clyfar ar gyfer monitro a dadansoddi cynnig ar lefel poblogaeth. Ariannwr: Cymdeithas Frenhinol (£12,000), 03/2022–03/2025. PI: Yipeng Qin
Addysgu
Prifysgol Caerdydd
- Cyfeiriadedd gwrthrych, algorithmau a strwythurau data: 2018-Nawr
- Dylunio Cyfrifiadurol ar gyfer Ffabrigo: 2019-Nawr
- Algorithmau a Strwythurau Data: 2017-2018
- Dosbarthu a Chyfrifiadura Cwmwl: 2017
Prifysgol Hull
- Graffeg Amser Real: 2015
EPFL
- Prosesu Geometreg 3D Digidol: 2013
Bywgraffiad
Education and qualifications
- 2011: Dr.techn. in Technical Mathematics, Vienna University of Technology
- 2008: MSc in Computer Science, Tsinghua University
- 2005: BEng in Computer Software, Tsinghua University
Career overview
- 2017-present: Lecturer, Cardiff University
- 2015-2017: Lecturer, School of Engineering and Computer Science, University of Hull
- 2012-2015: Postdoctoral Researcher, Computer Graphics and Geometry Laboratory, EPFL
Anrhydeddau a dyfarniadau
- Gwobr Papur Gorau, SMI 2025
- Gwobr Papur Gorau, ChinaVR 2024
- Gwobr Papur Gorau, GMP 2019
- Gwobr Golygydd Cyswllt Rhagorol, Graffeg a Chymwysiadau Cyfrifiadurol IEEE, 2025
Aelodaethau proffesiynol
- Member of ACM, IEEE, Eurographics, and Asia Graphics.
Pwyllgorau ac adolygu
Swyddi Golygyddol
- Golygydd Cyswllt, Trafodion IEEE ar Ddelweddu a Graffeg Gyfrifiadurol (ers 09/2026)
- Golygydd Cyswllt, Graffeg a Chymwysiadau Cyfrifiadurol IEEE (ers 06/2023)
Trefniadaeth y Gynhadledd
- Cadeirydd Rhaglen y Gynhadledd, Pacific Graphics 2022
- Cadeirydd Cyswllt, Cynhadledd Ryngwladol ar Graffeg Gyfrifiadurol, Rhyngweithio a Theori a Chymwysiadau Delweddu (GRIVAPP): 2026
- Cadeirydd Cyswllt, Cynhadledd Ryngwladol ar Theori a Chymwysiadau Graffeg Gyfrifiadurol (GRAPP): 2023, 2024, 2025
Aelod Pwyllgor y Rhaglen:
- Papurau Technegol SIGGRAPH: 2026, 2027
- Papurau Technegol SIGGRAPH Asia: 2026
- Symposiwm ar Fodelu Solet a Ffisegol (SPM): 2019, 2020, 2021, 2022, 2023, 2024, 2025, 2026
- Datblygiadau mewn Geometreg Bensaernïol: 2016, 2018, 2020, 2023, 2025
- Cynhadledd Cyfryngau Gweledol Cyfrifiadurol: 2019, 2022, 2023, 2025, 2026
- Briff a Phosteri Technegol SIGGRAPH Asia: 2016, 2017, 2018, 2019
- Graffeg Gyfrifiadurol a Chyfrifiadura Gweledol (CGVC): 2023, 2024, 2025, 2026
- Cynhadledd Ryngwladol ar Ddylunio â Chymorth Cyfrifiadur a Graffeg Gyfrifiadurol (CAD / CG): 2021, 2023
- Graffeg Gyfrifiadurol Ryngwladol (CGI): 2023, 2024
- Cynhadledd Ryngwladol ar Theori a Chymwysiadau Graffeg Gyfrifiadurol (GRAPP): 2017, 2018, 2019
- Cynhadledd Ryngwladol ar Cyberworlds: 2025
- Graffeg y Môr Tawel: 2018
- Cynhadledd Ryngwladol ar Fodelu a Phrosesu Geometrig (GMP): 2018
- Modelu Siâp Rhyngwladol (SMI): 2016
Adolygydd Grant:
- EPSRC: 2019, 2021, 2022, 2025
- Aelod o Goleg Adolygu Cymheiriaid EPSRC: ers 2026
Adolygydd ar gyfer Cynadleddau a Chyfnodolion:
- SIGGRAFF ACM
- ACM SIGGRAPH Asia
- Cartref
- Ewrograffeg
- Trafodion ACM ar Graffeg
- Trafodion IEEE ar Ddelweddu a Graffeg Gyfrifiadurol
- Fforwm Graffeg Gyfrifiadurol
- Dylunio â Chymorth Cyfrifiadur
- Dylunio Geometrig â Chymorth Cyfrifiadur
a llawer o rai eraill.
Meysydd goruchwyliaeth
Mae gen i ddiddordeb mewn goruchwylio myfyrwyr PhD/MPhil ym meysydd:
- Dylunio cyfrifiadol
- Prosesu geometreg
- Efelychiad corfforol
- Optimeiddio rhifiadol
Rwyf wedi gweithio gyda myfyrwyr ymchwil o wahanol sefydliadau. Mae goruchwyliaeth myfyrwyr ymchwil yn y gorffennol a'r presennol yn cynnwys:
- Alexandre Kaspar (myfyriwr Meistr yn EPFL, myfyriwr PhD ar hyn o bryd yn MIT).
- Zishun Liu (myfyriwr Meistr yn USTC, myfyriwr PhD ar hyn o bryd yn TU Delft).
- Luo Jiang (myfyriwr PhD yn USTC, postdoc ar hyn o bryd ym Mhrifysgol Dechnolegol Nanyang)
- Yue Peng (myfyriwr PhD yn USTC, ymchwilydd ar hyn o bryd yn Tencent AI Lab)
- Qun-Ce Xu (myfyriwr PhD yng Nghaerfaddon, postdoc ar hyn o bryd ym Mhrifysgol Tsinghua)
- Wenqing Ouyang (myfyriwr Meistr yn USTC, myfyriwr PhD ar hyn o bryd yn CUHK Shenzhen)
- Jiong Tao (myfyriwr Meistr yn USTC, myfyriwr PhD ar hyn o bryd ym Mhrifysgol Caerfaddon)
- Yuxin Yao (myfyriwr PhD yn USTC)
- Yiling Pan (myfyriwr PhD ym Mhrifysgol Tsinghua)
Goruchwyliaeth gyfredol
Salvador Alban
Yang Li
Contact Details
+44 29208 74591
Abacws, Ystafell 3.05, Ffordd Senghennydd, Cathays, Caerdydd, CF24 4AG
Themâu ymchwil
Arbenigeddau
- Dylunio trwy gymorth cyfrifiadur
- Graffeg cyfrifiadurol
- Golwg cyfrifiadurol
- AI & Dysgu Peiriant
- Mathemateg rhifiadol a chyfrifol