Levent Burak Kara

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 38

Top Topics

Reinforcement Learning

Engineering Drawings

Genetic Optimization

Top Venues

J. Vis. Lang. Comput.

Comput. Aided Des.

Publications

Hongrui Chen, Xingchen Liu, Levent Burak Kara
Multi-scale Topology Optimization using Neural Networks. CoRR (2024)
Yu-Hsuan Chen, Jonathan Cagan, Levent Burak Kara
VIRL: Volume-Informed Representation Learning towards Few-shot Manufacturability Estimation. CoRR (2024)
Wentai Zhang, Joe Joseph, Quan Chen, Can Koz, Liuyue Xie, Amit Regmi, Soji Yamakawa, Tomotake Furuhata, Kenji Shimada, Levent Burak Kara
A Data Augmentation Method for Data-Driven Component Segmentation of Engineering Drawings. J. Comput. Inf. Sci. Eng. 24 (1) (2024)
Yu-Hsuan Chen, Levent Burak Kara, Jonathan Cagan
Curve-based Neural Style Transfer. CoRR (2024)
Wentai Zhang, Joe Joseph, Yue Yin, Liuyue Xie, Tomotake Furuhata, Soji Yamakawa, Kenji Shimada, Levent Burak Kara
Component segmentation of engineering drawings using Graph Convolutional Networks. Comput. Ind. 147 (2023)
Yu-Hsuan Chen, Levent Burak Kara, Jonathan Cagan
Automating Style Analysis and Visualization With Explainable AI - Case Studies on Brand Recognition. CoRR (2023)
Tong Lin, Sijie Chen, Ruchira Basu, Dehu Pei, Xiaolin Cheng, Levent Burak Kara
Target specific peptide design using latent space approximate trajectory collector. CoRR (2023)
Aditya Joglekar, Hongrui Chen, Levent Burak Kara
DMF-TONN: Direct Mesh-free Topology Optimization using Neural Networks. CoRR (2023)
Hongrui Chen, Aditya Joglekar, Levent Burak Kara
Topology Optimization using Neural Networks with Conditioning Field Initialization for Improved Efficiency. CoRR (2023)
Wentai Zhang, Joe Joseph, Yue Yin, Liuyue Xie, Tomotake Furuhata, Soji Yamakawa, Kenji Shimada, Levent Burak Kara
Component Segmentation of Engineering Drawings Using Graph Convolutional Networks. CoRR (2022)
Haiguang Liao, Vinay Patil, Xuliang Dong, Devika Shanbhag, Elias Fallon, Taylor Hogan, Mirko Spasojevic, Levent Burak Kara
Hierarchical Automatic Power Plane Generation with Genetic Optimization and Multilayer Perceptron. CoRR (2022)
Liuyue Xie, Yao Lu, Tomotake Furuhata, Soji Yamakawa, Wentai Zhang, Amit Regmi, Levent Burak Kara, Kenji Shimada
Graph neural network-enabled manufacturing method classification from engineering drawings. Comput. Ind. 142 (2022)
Hongrui Chen, Aditya Joglekar, Kate S. Whitefoot, Levent Burak Kara
Concurrent build direction, part segmentation, and topology optimization for additive manufacturing using neural networks. CoRR (2022)
Xiao Liu, Kuan Yan, Levent Burak Kara, Zhenguo Nie
CCFD-Net: A novel deep learning model for credit card fraud detection. IRI (2021)
Haoliang Jiang, Zhenguo Nie, Roselyn Yeo, Amir Barati Farimani, Levent Burak Kara
StressGAN: A Generative Deep Learning Model for 2D Stress Distribution Prediction. CoRR (2020)
Zhenguo Nie, Haoliang Jiang, Levent Burak Kara
Stress Field Prediction in Cantilevered Structures Using Convolutional Neural Networks. J. Comput. Inf. Sci. Eng. 20 (1) (2020)
Zhenguo Nie, Tong Lin, Haoliang Jiang, Levent Burak Kara
TopologyGAN: Topology Optimization Using Generative Adversarial Networks Based on Physical Fields Over the Initial Domain. CoRR (2020)
Dhruv Vashisht, Harshit Rampal, Haiguang Liao, Yang Lu, Devika Shanbhag, Elias Fallon, Levent Burak Kara
Placement in Integrated Circuits using Cyclic Reinforcement Learning and Simulated Annealing. CoRR (2020)
Ye Han, Yoed Rabin, Levent Burak Kara
Soft tissue deformation tracking by means of an optimized fiducial marker layout with application to cancer tumors. Int. J. Comput. Assist. Radiol. Surg. 15 (2) (2020)
Haiguang Liao, Qingyi Dong, Weiyi Qi, Elias Fallon, Levent Burak Kara
Track-Assignment Detailed Routing Using Attention-based Policy Model With Supervision. MLCAD (2020)
Haiguang Liao, Qingyi Dong, Weiyi Qi, Elias Fallon, Levent Burak Kara
Track-Assignment Detailed Routing Using Attention-based Policy Model With Supervision. CoRR (2020)
Haiguang Liao, Qingyi Dong, Xuliang Dong, Wentai Zhang, Wangyang Zhang, Weiyi Qi, Elias Fallon, Levent Burak Kara
Attention Routing: track-assignment detailed routing using attention-based reinforcement learning. CoRR (2020)
Wentai Zhang, Haoliang Jiang, Zhangsihao Yang, Soji Yamakawa, Kenji Shimada, Levent Burak Kara
Data-driven Upsampling of Point Clouds. Comput. Aided Des. 112 (2019)
Erva Ulu, James McCann, Levent Burak Kara
Structural Design Using Laplacian Shells. CoRR (2019)
Wentai Zhang, Zhangsihao Yang, Haoliang Jiang, Suyash Nigam, Soji Yamakawa, Tomotake Furuhata, Kenji Shimada, Levent Burak Kara
3D Shape Synthesis for Conceptual Design and Optimization Using Variational Autoencoders. CoRR (2019)
Wentai Zhang, Jonelle Z. Yu, Fangcheng Zhu, Yifang Zhu, Zhangsihao Yang, Nurcan Gecer Ulu, Erhan Batuhan Arisoy, Levent Burak Kara
High Degree of Freedom Hand Pose Tracking Using Limited Strain Sensing and Optical Training. J. Comput. Inf. Sci. Eng. 19 (3) (2019)
Erva Ulu, James McCann, Levent Burak Kara
Structural Design Using Laplacian Shells. Comput. Graph. Forum 38 (5) (2019)
Haiguang Liao, Wentai Zhang, Xuliang Dong, Barnabás Póczos, Kenji Shimada, Levent Burak Kara
A Deep Reinforcement Learning Approach for Global Routing. CoRR (2019)
Nurcan Gecer Ulu, Stelian Coros, Levent Burak Kara
Designing coupling behaviors using compliant shape optimization. Comput. Aided Des. 101 (2018)
Wentai Zhang, Haoliang Jiang, Zhangsihao Yang, Soji Yamakawa, Kenji Shimada, Levent Burak Kara
Data-driven Upsampling of Point Clouds. CoRR (2018)
Zhenguo Nie, Haoliang Jiang, Levent Burak Kara
Deep Learning for Stress Field Prediction Using Convolutional Neural Networks. CoRR (2018)
Yining Wang, Erva Ulu, Aarti Singh, Levent Burak Kara
Efficient Load Sampling for Worst-Case Structural Analysis Under Force Location Uncertainty. CoRR (2018)
Erva Ulu, James McCann, Levent Burak Kara
Lightweight Structure Design Under Force Location Uncertainty. CoRR (2018)
Guanyun Wang, Humphrey Yang, Zeyu Yan, Nurcan Gecer Ulu, Ye Tao, Jianzhe Gu, Levent Burak Kara, Lining Yao
4DMesh: 4D Printing Morphing Non-Developable Mesh Surfaces. UIST (2018)
Saurabh Banga, Harsh Gehani, Sanket Bhilare, Sagar Patel, Levent Burak Kara
3D Topology Optimization using Convolutional Neural Networks. CoRR (2018)
Erva Ulu, James McCann, Levent Burak Kara
Lightweight structure design under force location uncertainty. ACM Trans. Graph. 36 (4) (2017)
Paul S. Steif, Luoting Fu, Levent Burak Kara
Providing formative assessment to students solving multipath engineering problems with complex arrangements of interacting parts: an intelligent tutor approach. Interact. Learn. Environ. 24 (8) (2016)
Erva Ulu, Rusheng Zhang, Levent Burak Kara
A data-driven investigation and estimation of optimal topologies under variable loading configurations. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 4 (2) (2016)
Mehmet Ersin Yümer, Paul Asente, Radomír Mech, Levent Burak Kara
Procedural Modeling Using Autoencoder Networks. UIST (2015)
Matthew Eicholtz, Levent Burak Kara
Intermodal image-based recognition of planar kinematic mechanisms. J. Vis. Lang. Comput. 27 (2015)
Nurcan Gecer Ulu, Levent Burak Kara
Generative Interface Structure Design for Supporting Existing Objects. DMS (2015)
Nurcan Gecer Ulu, Levent Burak Kara
DMS2015-33: Generative interface structure design for supporting existing objects. J. Vis. Lang. Comput. 31 (2015)
Nurcan Gecer Ulu, Levent Burak Kara
Generative Interface Structure Design for Supporting Existing Objects. J. Vis. Lang. Sentient Syst. 1 (2015)
Matthew Eicholtz, Levent Burak Kara
Characterizing the performance of an image-based recognizer for planar mechanical linkages in textbook graphics and hand-drawn sketches. Comput. Graph. 52 (2015)
Mehmet Ersin Yümer, Siddhartha Chaudhuri, Jessica K. Hodgins, Levent Burak Kara
Semantic shape editing using deformation handles. ACM Trans. Graph. 34 (4) (2015)
Luoting Fu, Levent Burak Kara, Kenji Shimada
Modeling flow features with user-guided streamline parameterization. Comput. Aided Des. 46 (2014)
Paul S. Steif, Luoting Fu, Levent Burak Kara
Computer tutors can address students learning to solve complex engineering problems. FIE (2014)
Erhan Batuhan Arisoy, Günay Orbay, Levent Burak Kara
Predictive Modeling for 2D Form Design. CompIMAGE (2014)
Mehmet Ersin Yümer, Levent Burak Kara
Co-constrained handles for deformation in shape collections. ACM Trans. Graph. 33 (6) (2014)
Paul S. Steif, Matthew Eicholtz, Levent Burak Kara
Computer Tutors Can Reduce Student Errors and Promote Solution Efficiency for Complex Engineering Problems. DMS (2014)
Matthew Eicholtz, Levent Burak Kara
Intermodal Image-Based Recognition of Planar Kinematic Mechanisms. DMS (2014)
Günay Orbay, Levent Burak Kara
Pencil-like sketch rendering of 3D scenes using trajectory planning and dynamic tracking. J. Vis. Lang. Comput. 25 (4) (2014)
Erva Ulu, Rusheng Zhang, Mehmet Ersin Yümer, Levent Burak Kara
A Data-Driven Investigation and Estimation of Optimal Topologies under Variable Loading Configurations. CompIMAGE (2014)
Paul S. Steif, Matthew Eicholtz, Levent Burak Kara
Computer tutors can reduce student errors and promote solution efficiency for complex engineering problems. J. Vis. Lang. Comput. 25 (6) (2014)
Matthew Eicholtz, Levent Burak Kara, Jason D. Lohn
Recognizing planar kinematic mechanisms from a single image using evolutionary computation. GECCO (2014)
Peter Hall, Levent Burak Kara, Donald H. House, Paul Asente
Foreword to the special section on expressive graphics. Comput. Graph. 37 (5) (2013)
Günay Orbay, Levent Burak Kara
Pencil-Like Sketch Rendering of 3D Scences using Trajectory Planning and Dynamic Trakcing. DMS (2013)
Günay Orbay, Mehmet Ersin Yümer, Levent Burak Kara
Sketch-based aesthetic product form exploration from existing images using piecewise clothoid curves. J. Vis. Lang. Comput. 23 (6) (2012)
Maria C. Yang, Levent Burak Kara
Sketching and pen-based design interaction. Artif. Intell. Eng. Des. Anal. Manuf. 26 (3) (2012)
Mehmet Ersin Yümer, Levent Burak Kara
Surface creation on unstructured point sets using neural networks. Comput. Aided Des. 44 (7) (2012)
Mehmet Ersin Yümer, Levent Burak Kara
Co-abstraction of shape collections. ACM Trans. Graph. 31 (6) (2012)
Erhan Batuhan Arisoy, Günay Orbay, Levent Burak Kara
Free Form Surface Skinning of 3D Curve Clouds for Conceptual Shape Design. J. Comput. Inf. Sci. Eng. 12 (3) (2012)
Günay Orbay, Levent Burak Kara
Sketch-based surface design using malleable curve networks. Comput. Graph. 36 (8) (2012)
Mark D. Fuge, Mehmet Ersin Yümer, Günay Orbay, Levent Burak Kara
Conceptual design and modification of freeform surfaces using dual shape representations in augmented reality environments. Comput. Aided Des. 44 (10) (2012)
Günay Orbay, Mehmet Ersin Yümer, Levent Burak Kara
Sketch-based shape exploration using multiscale free-form surface editing. Artif. Intell. Eng. Des. Anal. Manuf. 26 (3) (2012)
Günay Orbay, Levent Burak Kara
Sketch-Based Modeling of Smooth Surfaces Using AdaptiveCurve Networks. SBIM (2011)
Günay Orbay, Levent Burak Kara
Beautification of Design Sketches Using Trainable Stroke Clustering and Curve Fitting. IEEE Trans. Vis. Comput. Graph. 17 (5) (2011)
Luoting Fu, Levent Burak Kara
Neural network-based symbol recognition using a few labeled samples. Comput. Graph. 35 (5) (2011)
Günay Orbay, Mehmet Ersin Yümer, Levent Burak Kara
Sketch-Based Image Editing Using Clothoid Curves. DMS (2011)
Luoting Fu, Levent Burak Kara
From engineering diagrams to engineering models: Visual recognition and applications. Comput. Aided Des. 43 (3) (2011)
WeeSan Lee, Levent Burak Kara, Thomas F. Stahovich
An efficient graph-based recognizer for hand-drawn symbols. Comput. Graph. 31 (4) (2007)
Levent Burak Kara, Thomas F. Stahovich
Hierarchical parsing and recognition of hand-sketched diagrams. SIGGRAPH Courses (2007)
Levent Burak Kara, Kenji Shimada
Sketch-Based 3D-Shape Creation for Industrial Styling Design. IEEE Computer Graphics and Applications 27 (1) (2007)
Levent Burak Kara, Kenji Shimada, Sarah D. Marmalefsky
An evaluation of user experience with a sketch-based 3D modeling system. Comput. Graph. 31 (4) (2007)
Levent Burak Kara, Chris M. D'Eramo, Kenji Shimada
Pen-based styling design of 3D geometry using concept sketches and template models. Symposium on Solid and Physical Modeling (2006)
WeeSan Lee, Levent Burak Kara, Thomas F. Stahovich
An Efficient Graph-Based Symbol Recognizer. SBM (2006)
Levent Burak Kara, Kenji Shimada
Construction and Modification of 3D Geometry Using a Sketch-based Interface. SBM (2006)
Leslie Gennari, Levent Burak Kara, Thomas F. Stahovich, Kenji Shimada
Combining geometry and domain knowledge to interpret hand-drawn diagrams. Comput. Graph. 29 (4) (2005)
Levent Burak Kara, Thomas F. Stahovich
An image-based, trainable symbol recognizer for hand-drawn sketches. Comput. Graph. 29 (4) (2005)
Levent Burak Kara, Thomas F. Stahovich
An Image-Based Trainable Symbol Recognizer for Sketch-Based Interfaces. AAAI Technical Report (6) (2004)
Levent Burak Kara, Thomas F. Stahovich
Hierarchical parsing and recognition of hand-sketched diagrams. UIST (2004)
Levent Burak Kara, Thomas F. Stahovich
Sim-U-Sketch: a sketch-based interface for SimuLink. AVI (2004)
Leslie Gennari, Levent Burak Kara, Thomas F. Stahovich
Combining Geometry and Domain Knowledge to Interpret Hand-Drawn Diagrams. AAAI Technical Report (6) (2004)
Levent Burak Kara, Thomas F. Stahovich
Causal reasoning using geometric analysis. Artif. Intell. Eng. Des. Anal. Manuf. 16 (5) (2002)
Thomas F. Stahovich, Levent Burak Kara
A representation for comparing simulations and computing the purpose of geometric features. Artif. Intell. Eng. Des. Anal. Manuf. 15 (2) (2001)