Levent Burak Kara

101 papers A* 3A 1B 1C 1Misc 1Journal 76Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Accelerated Discovery of Cryoprotectant Cocktails via Multi-Objective Bayesian Optimization. CoRR Daniel Emerson, Nora Gaby-Biegel, Purva Joshi, Yoed Rabin, Rebecca D. Sandlin, Levent Burak Kara
2026	J	`jnl`	FlowSSC: Universal Generative Monocular Semantic Scene Completion via One-Step Latent Diffusion. CoRR Zichen Xi, Haoxiang Chen, Nan Xue, Hongyu Yan, Qi-Yuan Feng, Levent Burak Kara, Joaquim Jorge, Qun-Ce Xu
2026	J	`jnl`	VIRL: Volume-Informed Representation Learning towards few-shot manufacturability estimation. J. Intell. Manuf. Yu-Hsuan Chen, Jonathan Cagan, Levent Burak Kara
2025	J	`jnl`	Attention to Detail: Fine-Scale Feature Preservation-Oriented Geometric Pre-training for AI-Driven Surrogate Modeling. CoRR Yu-Hsuan Chen, Jing Bi, Cyril Ngo Ngoc, Victor Oancea, Jonathan Cagan, Levent Burak Kara
2025	J	`jnl`	FLARE: Fast Low-rank Attention Routing Engine. CoRR Vedant Puri, Aditya Joglekar, Kevin Ferguson, Yu-Hsuan Chen, Yongjie Jessica Zhang, Levent Burak Kara
2025	J	`jnl`	Heterogeneous Metamaterials Design via Multiscale Neural Implicit Representation. CoRR Hongrui Chen, Liwei Wang, Levent Burak Kara
2025	J	`jnl`	MDDM: A Molecular Dynamics Diffusion Model to Predict Particle Self-Assembly. CoRR Kevin Ferguson, Yu-Hsuan Chen, Levent Burak Kara
2025	J	`jnl`	Multi-scale topology optimization using neural networks. Eng. Comput. Hongrui Chen, Xingchen Liu, Liwei Wang, Levent Burak Kara
2025	J	`jnl`	SNF-ROM: Projection-based nonlinear reduced order modeling with smooth neural fields. J. Comput. Phys. Vedant Puri, Aviral Prakash, Levent Burak Kara, Yongjie Jessica Zhang
2024	J	`jnl`	A Data Augmentation Method for Data-Driven Component Segmentation of Engineering Drawings. J. Comput. Inf. Sci. Eng. Wentai Zhang, Joe Joseph, Quan Chen, Can Koz, Liuyue Xie, Amit Regmi, Soji Yamakawa, Tomotake Furuhata, Kenji Shimada, Levent Burak Kara
2024	J	`jnl`	Curve-based Neural Style Transfer. CoRR Yu-Hsuan Chen, Levent Burak Kara, Jonathan Cagan
2024	J	`jnl`	DMF-TONN: Direct Mesh-free Topology Optimization using Neural Networks. Eng. Comput. Aditya Joglekar, Hongrui Chen, Levent Burak Kara
2024	J	`jnl`	Generative Manufacturing: A requirements and resource-driven approach to part making. CoRR Hongrui Chen, Aditya Joglekar, Zack Rubinstein, Bradley R. Schmerl, Gary Fedder, Jan de Nijs, David Garlan, Stephen Smith, Levent Burak Kara
2024	J	`jnl`	Multi-scale Topology Optimization using Neural Networks. CoRR Hongrui Chen, Xingchen Liu, Levent Burak Kara
2024	J	`jnl`	Scalar Field Prediction on Meshes Using Interpolated Multi-Resolution Convolutional Neural Networks. CoRR Kevin Ferguson, Andrew Gillman, James Hardin, Levent Burak Kara
2024	J	`jnl`	Topology-Agnostic Graph U-Nets for Scalar Field Prediction on Unstructured Meshes. CoRR Kevin Ferguson, Yu-Hsuan Chen, Yiming Chen, Andrew Gillman, James Hardin, Levent Burak Kara
2024	J	`jnl`	VIRL: Volume-Informed Representation Learning towards Few-shot Manufacturability Estimation. CoRR Yu-Hsuan Chen, Jonathan Cagan, Levent Burak Kara
2023	J	`jnl`	Automating Style Analysis and Visualization With Explainable AI - Case Studies on Brand Recognition. CoRR Yu-Hsuan Chen, Levent Burak Kara, Jonathan Cagan
2023	J	`jnl`	Component segmentation of engineering drawings using Graph Convolutional Networks. Comput. Ind. Wentai Zhang, Joe Joseph, Yue Yin, Liuyue Xie, Tomotake Furuhata, Soji Yamakawa, Kenji Shimada, Levent Burak Kara
2023	J	`jnl`	DMF-TONN: Direct Mesh-free Topology Optimization using Neural Networks. CoRR Aditya Joglekar, Hongrui Chen, Levent Burak Kara
2023	J	`jnl`	Target specific peptide design using latent space approximate trajectory collector. CoRR Tong Lin, Sijie Chen, Ruchira Basu, Dehu Pei, Xiaolin Cheng, Levent Burak Kara
2023	J	`jnl`	Topology Optimization using Neural Networks with Conditioning Field Initialization for Improved Efficiency. CoRR Hongrui Chen, Aditya Joglekar, Levent Burak Kara
2022	J	`jnl`	Component Segmentation of Engineering Drawings Using Graph Convolutional Networks. CoRR Wentai Zhang, Joe Joseph, Yue Yin, Liuyue Xie, Tomotake Furuhata, Soji Yamakawa, Kenji Shimada, Levent Burak Kara
2022	J	`jnl`	Concurrent build direction, part segmentation, and topology optimization for additive manufacturing using neural networks. CoRR Hongrui Chen, Aditya Joglekar, Kate S. Whitefoot, Levent Burak Kara
2022	J	`jnl`	Graph neural network-enabled manufacturing method classification from engineering drawings. Comput. Ind. Liuyue Xie, Yao Lu, Tomotake Furuhata, Soji Yamakawa, Wentai Zhang, Amit Regmi, Levent Burak Kara, Kenji Shimada
2022	J	`jnl`	Hierarchical Automatic Power Plane Generation with Genetic Optimization and Multilayer Perceptron. CoRR Haiguang Liao, Vinay Patil, Xuliang Dong, Devika Shanbhag, Elias Fallon, Taylor Hogan, Mirko Spasojevic, Levent Burak Kara
2021	Misc	`conf`	CCFD-Net: A novel deep learning model for credit card fraud detection. IRI Xiao Liu, Kuan Yan, Levent Burak Kara, Zhenguo Nie
2020	J	`jnl`	Attention Routing: track-assignment detailed routing using attention-based reinforcement learning. CoRR Haiguang Liao, Qingyi Dong, Xuliang Dong, Wentai Zhang, Wangyang Zhang, Weiyi Qi, Elias Fallon, Levent Burak Kara
2020	J	`jnl`	Placement in Integrated Circuits using Cyclic Reinforcement Learning and Simulated Annealing. CoRR Dhruv Vashisht, Harshit Rampal, Haiguang Liao, Yang Lu, Devika Shanbhag, Elias Fallon, Levent Burak Kara
2020	J	`jnl`	Soft tissue deformation tracking by means of an optimized fiducial marker layout with application to cancer tumors. Int. J. Comput. Assist. Radiol. Surg. Ye Han, Yoed Rabin, Levent Burak Kara
2020	J	`jnl`	Stress Field Prediction in Cantilevered Structures Using Convolutional Neural Networks. J. Comput. Inf. Sci. Eng. Zhenguo Nie, Haoliang Jiang, Levent Burak Kara
2020	J	`jnl`	StressGAN: A Generative Deep Learning Model for 2D Stress Distribution Prediction. CoRR Haoliang Jiang, Zhenguo Nie, Roselyn Yeo, Amir Barati Farimani, Levent Burak Kara
2020	J	`jnl`	TopologyGAN: Topology Optimization Using Generative Adversarial Networks Based on Physical Fields Over the Initial Domain. CoRR Zhenguo Nie, Tong Lin, Haoliang Jiang, Levent Burak Kara
2020	—	`conf`	Track-Assignment Detailed Routing Using Attention-based Policy Model With Supervision. MLCAD Haiguang Liao, Qingyi Dong, Weiyi Qi, Elias Fallon, Levent Burak Kara
2020	J	`jnl`	Track-Assignment Detailed Routing Using Attention-based Policy Model With Supervision. CoRR Haiguang Liao, Qingyi Dong, Weiyi Qi, Elias Fallon, Levent Burak Kara
2019	J	`jnl`	3D Shape Synthesis for Conceptual Design and Optimization Using Variational Autoencoders. CoRR Wentai Zhang, Zhangsihao Yang, Haoliang Jiang, Suyash Nigam, Soji Yamakawa, Tomotake Furuhata, Kenji Shimada, Levent Burak Kara
2019	J	`jnl`	A Deep Reinforcement Learning Approach for Global Routing. CoRR Haiguang Liao, Wentai Zhang, Xuliang Dong, Barnabás Póczos, Kenji Shimada, Levent Burak Kara
2019	J	`jnl`	Data-driven Upsampling of Point Clouds. Comput. Aided Des. Wentai Zhang, Haoliang Jiang, Zhangsihao Yang, Soji Yamakawa, Kenji Shimada, Levent Burak Kara
2019	J	`jnl`	High Degree of Freedom Hand Pose Tracking Using Limited Strain Sensing and Optical Training. J. Comput. Inf. Sci. Eng. Wentai Zhang, Jonelle Z. Yu, Fangcheng Zhu, Yifang Zhu, Zhangsihao Yang, Nurcan Gecer Ulu, Erhan Batuhan Arisoy, Levent Burak Kara
2019	J	`jnl`	Structural Design Using Laplacian Shells. Comput. Graph. Forum Erva Ulu, James McCann, Levent Burak Kara
2019	J	`jnl`	Structural Design Using Laplacian Shells. CoRR Erva Ulu, James McCann, Levent Burak Kara
2018	J	`jnl`	3D Topology Optimization using Convolutional Neural Networks. CoRR Saurabh Banga, Harsh Gehani, Sanket Bhilare, Sagar Patel, Levent Burak Kara
2018	A*	`conf`	4DMesh: 4D Printing Morphing Non-Developable Mesh Surfaces. UIST Guanyun Wang, Humphrey Yang, Zeyu Yan, Nurcan Gecer Ulu, Ye Tao, Jianzhe Gu, Levent Burak Kara, Lining Yao
2018	J	`jnl`	Data-driven Upsampling of Point Clouds. CoRR Wentai Zhang, Haoliang Jiang, Zhangsihao Yang, Soji Yamakawa, Kenji Shimada, Levent Burak Kara
2018	J	`jnl`	Deep Learning for Stress Field Prediction Using Convolutional Neural Networks. CoRR Zhenguo Nie, Haoliang Jiang, Levent Burak Kara
2018	J	`jnl`	Designing coupling behaviors using compliant shape optimization. Comput. Aided Des. Nurcan Gecer Ulu, Stelian Coros, Levent Burak Kara
2018	J	`jnl`	Efficient Load Sampling for Worst-Case Structural Analysis Under Force Location Uncertainty. CoRR Yining Wang, Erva Ulu, Aarti Singh, Levent Burak Kara
2018	J	`jnl`	Lightweight Structure Design Under Force Location Uncertainty. CoRR Erva Ulu, James McCann, Levent Burak Kara
2017	J	`jnl`	Lightweight structure design under force location uncertainty. ACM Trans. Graph. Erva Ulu, James McCann, Levent Burak Kara
2016	J	`jnl`	A data-driven investigation and estimation of optimal topologies under variable loading configurations. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Erva Ulu, Rusheng Zhang, Levent Burak Kara
2016	J	`jnl`	Providing formative assessment to students solving multipath engineering problems with complex arrangements of interacting parts: an intelligent tutor approach. Interact. Learn. Environ. Paul S. Steif, Luoting Fu, Levent Burak Kara
2015	J	`jnl`	Characterizing the performance of an image-based recognizer for planar mechanical linkages in textbook graphics and hand-drawn sketches. Comput. Graph. Matthew Eicholtz, Levent Burak Kara
2015	J	`jnl`	DMS2015-33: Generative interface structure design for supporting existing objects. J. Vis. Lang. Comput. Nurcan Gecer Ulu, Levent Burak Kara
2015	—	`conf`	Generative Interface Structure Design for Supporting Existing Objects. DMS Nurcan Gecer Ulu, Levent Burak Kara
2015	J	`jnl`	Generative Interface Structure Design for Supporting Existing Objects. J. Vis. Lang. Sentient Syst. Nurcan Gecer Ulu, Levent Burak Kara
2015	J	`jnl`	Intermodal image-based recognition of planar kinematic mechanisms. J. Vis. Lang. Comput. Matthew Eicholtz, Levent Burak Kara
2015	A*	`conf`	Procedural Modeling Using Autoencoder Networks. UIST Mehmet Ersin Yümer, Paul Asente, Radomír Mech, Levent Burak Kara
2015	J	`jnl`	Semantic shape editing using deformation handles. ACM Trans. Graph. Mehmet Ersin Yümer, Siddhartha Chaudhuri, Jessica K. Hodgins, Levent Burak Kara
2014	—	`conf`	A Data-Driven Investigation and Estimation of Optimal Topologies under Variable Loading Configurations. CompIMAGE Erva Ulu, Rusheng Zhang, Mehmet Ersin Yümer, Levent Burak Kara
2014	J	`jnl`	Co-constrained handles for deformation in shape collections. ACM Trans. Graph. Mehmet Ersin Yümer, Levent Burak Kara
2014	—	`conf`	Computer Tutors Can Reduce Student Errors and Promote Solution Efficiency for Complex Engineering Problems. DMS Paul S. Steif, Matthew Eicholtz, Levent Burak Kara
2014	C	`conf`	Computer tutors can address students learning to solve complex engineering problems. FIE Paul S. Steif, Luoting Fu, Levent Burak Kara
2014	J	`jnl`	Computer tutors can reduce student errors and promote solution efficiency for complex engineering problems. J. Vis. Lang. Comput. Paul S. Steif, Matthew Eicholtz, Levent Burak Kara
2014	—	`conf`	Intermodal Image-Based Recognition of Planar Kinematic Mechanisms. DMS Matthew Eicholtz, Levent Burak Kara
2014	J	`jnl`	Modeling flow features with user-guided streamline parameterization. Comput. Aided Des. Luoting Fu, Levent Burak Kara, Kenji Shimada
2014	J	`jnl`	Pencil-like sketch rendering of 3D scenes using trajectory planning and dynamic tracking. J. Vis. Lang. Comput. Günay Orbay, Levent Burak Kara
2014	—	`conf`	Predictive Modeling for 2D Form Design. CompIMAGE Erhan Batuhan Arisoy, Günay Orbay, Levent Burak Kara
2014	A	`conf`	Recognizing planar kinematic mechanisms from a single image using evolutionary computation. GECCO Matthew Eicholtz, Levent Burak Kara, Jason D. Lohn
2013	—	`ed.`	10th International Symposium on Sketch-Based Interfaces and Modeling, SBIM@Expressive 2013, Anaheim, CA, USA, July 19-20, 2013, Proceedings SBIM@Expressive Levent Burak Kara, Cindy Grimm
2013	J	`jnl`	Foreword to the special section on expressive graphics. Comput. Graph. Peter Hall, Levent Burak Kara, Donald H. House, Paul Asente
2013	—	`conf`	Pencil-Like Sketch Rendering of 3D Scences using Trajectory Planning and Dynamic Trakcing. DMS Günay Orbay, Levent Burak Kara
2012	—	`ed.`	9th International Symposium on Sketch-Based Interfaces and Modeling, SBIM@Expressive 2012, Annecy, France, June 4-6, 2012, Proceedings SBIM@Expressive Karan Singh, Levent Burak Kara
2012	J	`jnl`	Co-abstraction of shape collections. ACM Trans. Graph. Mehmet Ersin Yümer, Levent Burak Kara
2012	J	`jnl`	Conceptual design and modification of freeform surfaces using dual shape representations in augmented reality environments. Comput. Aided Des. Mark D. Fuge, Mehmet Ersin Yümer, Günay Orbay, Levent Burak Kara
2012	J	`jnl`	Free Form Surface Skinning of 3D Curve Clouds for Conceptual Shape Design. J. Comput. Inf. Sci. Eng. Erhan Batuhan Arisoy, Günay Orbay, Levent Burak Kara
2012	J	`jnl`	Sketch-based aesthetic product form exploration from existing images using piecewise clothoid curves. J. Vis. Lang. Comput. Günay Orbay, Mehmet Ersin Yümer, Levent Burak Kara
2012	J	`jnl`	Sketch-based shape exploration using multiscale free-form surface editing. Artif. Intell. Eng. Des. Anal. Manuf. Günay Orbay, Mehmet Ersin Yümer, Levent Burak Kara
2012	J	`jnl`	Sketch-based surface design using malleable curve networks. Comput. Graph. Günay Orbay, Levent Burak Kara
2012	J	`jnl`	Sketching and pen-based design interaction. Artif. Intell. Eng. Des. Anal. Manuf. Maria C. Yang, Levent Burak Kara
2012	J	`jnl`	Surface creation on unstructured point sets using neural networks. Comput. Aided Des. Mehmet Ersin Yümer, Levent Burak Kara
2011	J	`jnl`	Beautification of Design Sketches Using Trainable Stroke Clustering and Curve Fitting. IEEE Trans. Vis. Comput. Graph. Günay Orbay, Levent Burak Kara
2011	J	`jnl`	From engineering diagrams to engineering models: Visual recognition and applications. Comput. Aided Des. Luoting Fu, Levent Burak Kara
2011	J	`jnl`	Neural network-based symbol recognition using a few labeled samples. Comput. Graph. Luoting Fu, Levent Burak Kara
2011	—	`conf`	Sketch-Based Image Editing Using Clothoid Curves. DMS Günay Orbay, Mehmet Ersin Yümer, Levent Burak Kara
2011	—	`conf`	Sketch-Based Modeling of Smooth Surfaces Using AdaptiveCurve Networks. SBIM Günay Orbay, Levent Burak Kara
2011	—	`ch.`	The Creation and Modification of 3D Models Using Sketches and Curves. Sketch-based Interfaces and Modeling Levent Burak Kara, Kenji Shimada
2007	J	`jnl`	An efficient graph-based recognizer for hand-drawn symbols. Comput. Graph. WeeSan Lee, Levent Burak Kara, Thomas F. Stahovich
2007	J	`jnl`	An evaluation of user experience with a sketch-based 3D modeling system. Comput. Graph. Levent Burak Kara, Kenji Shimada, Sarah D. Marmalefsky
2007	—	`conf`	Hierarchical parsing and recognition of hand-sketched diagrams. SIGGRAPH Courses Levent Burak Kara, Thomas F. Stahovich
2007	J	`jnl`	Sketch-Based 3D-Shape Creation for Industrial Styling Design. IEEE Computer Graphics and Applications Levent Burak Kara, Kenji Shimada
2006	—	`conf`	An Efficient Graph-Based Symbol Recognizer. SBM WeeSan Lee, Levent Burak Kara, Thomas F. Stahovich
2006	—	`conf`	Construction and Modification of 3D Geometry Using a Sketch-based Interface. SBM Levent Burak Kara, Kenji Shimada
2006	—	`conf`	Pen-based styling design of 3D geometry using concept sketches and template models. Symposium on Solid and Physical Modeling Levent Burak Kara, Chris M. D'Eramo, Kenji Shimada
2005	J	`jnl`	An image-based, trainable symbol recognizer for hand-drawn sketches. Comput. Graph. Levent Burak Kara, Thomas F. Stahovich
2005	J	`jnl`	Combining geometry and domain knowledge to interpret hand-drawn diagrams. Comput. Graph. Leslie Gennari, Levent Burak Kara, Thomas F. Stahovich, Kenji Shimada
2004	—	`conf`	An Image-Based Trainable Symbol Recognizer for Sketch-Based Interfaces. AAAI Technical Report (6) Levent Burak Kara, Thomas F. Stahovich
2004	—	`conf`	Combining Geometry and Domain Knowledge to Interpret Hand-Drawn Diagrams. AAAI Technical Report (6) Leslie Gennari, Levent Burak Kara, Thomas F. Stahovich
2004	A*	`conf`	Hierarchical parsing and recognition of hand-sketched diagrams. UIST Levent Burak Kara, Thomas F. Stahovich
2004	B	`conf`	Sim-U-Sketch: a sketch-based interface for SimuLink. AVI Levent Burak Kara, Thomas F. Stahovich
2002	J	`jnl`	Causal reasoning using geometric analysis. Artif. Intell. Eng. Des. Anal. Manuf. Levent Burak Kara, Thomas F. Stahovich
2001	J	`jnl`	A representation for comparing simulations and computing the purpose of geometric features. Artif. Intell. Eng. Des. Anal. Manuf. Thomas F. Stahovich, Levent Burak Kara