Amit Chakraborty

74 papers A* 7A 2B 2C 2Misc 3Journal 31Unranked 27

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Unified Blockchain-based Framework for Decentralized Collaborative Transfer Learning using Adaptive Incentivization. ICC Amit Chakraborty, Sandip Roy, Sayyed Farid Ahamed, Eranga Bandara, Bikash Chandra Singh, Sachin Shetty
2025	Misc	`conf`	OT3L: Optimal Transport-based Targeted Transfer Learning for Efficient Domain Adaptation. ICNC Sayyed Farid Ahamed, Amit Chakraborty, Sandip Roy, Bikash Chandra Singh, Sachin Shetty
2025	B	`conf`	RADEP: A Resilient Adaptive Defense Framework Against Model Extraction Attacks. IWCMC Amit Chakraborty, Sayyed Farid Ahamed, Sandip Roy, Soumya Banerjee, Kevin Choi, Abdul Rahman, Alison Hu, Edward Bowen, Sachin Shetty
2025	J	`jnl`	RADEP: A Resilient Adaptive Defense Framework Against Model Extraction Attacks. CoRR Amit Chakraborty, Sayyed Farid Ahamed, Sandip Roy, Soumya Banerjee, Kevin Choi, Abdul Rahman, Alison Hu, Edward Bowen, Sachin Shetty
2025	J	`jnl`	SiPhyR: An End-to-End Learning-Based Optimization Framework for Dynamic Grid Reconfiguration. IEEE Trans. Smart Grid Rabab Haider, Anuradha Annaswamy, Biswadip Dey, Amit Chakraborty
2024	J	`jnl`	Optimal allocation of distribution generation sources with sustainable energy management in radial distribution networks using metaheuristic algorithm. Comput. Electr. Eng. Amit Chakraborty, Saheli Ray
2024	J	`jnl`	Using Parametric PINNs for Predicting Internal and External Turbulent Flows. CoRR Shinjan Ghosh, Amit Chakraborty, Georgia Olympia Brikis, Biswadip Dey
2023	J	`jnl`	An Operator Learning Framework for Spatiotemporal Super-resolution of Scientific Simulations. CoRR Valentin Duruisseaux, Amit Chakraborty
2023	J	`jnl`	RANS-PINN based Simulation Surrogates for Predicting Turbulent Flows. CoRR Shinjan Ghosh, Amit Chakraborty, Georgia Olympia Brikis, Biswadip Dey
2023	—	`conf`	Real-time monitoring of wind turbine performance using IoT technology to prevent potential disruptions. ICCCNT Amit Chakraborty, Diptanu Dey, Priyanath Das, Saheli Ray
2022	J	`jnl`	A Neural ODE Interpretation of Transformer Layers. CoRR Yaofeng Desmond Zhong, Tongtao Zhang, Amit Chakraborty, Biswadip Dey
2022	—	`conf`	Accelerated Algorithms for a Class of Optimization Problems with Constraints. CDC Anjali Parashar, Priyank Srivastava, Anuradha M. Annaswamy, Biswadip Dey, Amit Chakraborty
2022	J	`jnl`	Demystifying the Data Need of ML-surrogates for CFD Simulations. CoRR Tongtao Zhang, Biswadip Dey, Krishna Veeraraghavan, Harshad Kulkarni, Amit Chakraborty
2022	A*	`conf`	EMVLight: A Decentralized Reinforcement Learning Framework for Efficient Passage of Emergency Vehicles. AAAI Haoran Su, Yaofeng Desmond Zhong, Biswadip Dey, Amit Chakraborty
2022	—	`conf`	On Using Hamiltonian Monte Carlo Sampling for RL. CDC Udari Madhushani, Biswadip Dey, Naomi Ehrich Leonard, Amit Chakraborty
2022	Misc	`conf`	Organ classification Using Quantum Convolution Network. QCE Prashant Gohel, Amit Chakraborty, Kameshwar Rao JV
2022	J	`jnl`	Physics-informed neural networks for modeling rate- and temperature-dependent plasticity. CoRR Rajat Arora, Pratik Kakkar, Biswadip Dey, Amit Chakraborty
2021	J	`jnl`	A Decentralized Reinforcement Learning Framework for Efficient Passage of Emergency Vehicles. CoRR Haoran Su, Yaofeng Desmond Zhong, Biswadip Dey, Amit Chakraborty
2021	J	`jnl`	A Differentiable Contact Model to Extend Lagrangian and Hamiltonian Neural Networks for Modeling Hybrid Dynamics. CoRR Yaofeng Desmond Zhong, Biswadip Dey, Amit Chakraborty
2021	—	`conf`	Benchmarking Energy-Conserving Neural Networks for Learning Dynamics from Data. L4DC Yaofeng Desmond Zhong, Biswadip Dey, Amit Chakraborty
2021	J	`jnl`	EMVLight: A Decentralized Reinforcement Learning Framework for Efficient Passage of Emergency Vehicles. CoRR Haoran Su, Yaofeng Desmond Zhong, Biswadip Dey, Amit Chakraborty
2021	A*	`conf`	Extending Lagrangian and Hamiltonian Neural Networks with Differentiable Contact Models. NeurIPS Yaofeng Desmond Zhong, Biswadip Dey, Amit Chakraborty
2020	J	`jnl`	Benchmarking Energy-Conserving Neural Networks for Learning Dynamics from Data. CoRR Yaofeng Desmond Zhong, Biswadip Dey, Amit Chakraborty
2020	J	`jnl`	Dissipative SymODEN: Encoding Hamiltonian Dynamics with Dissipation and Control into Deep Learning. CoRR Yaofeng Desmond Zhong, Biswadip Dey, Amit Chakraborty
2020	J	`jnl`	Frequency-compensated PINNs for Fluid-dynamic Design Problems. CoRR Tongtao Zhang, Biswadip Dey, Pratik Kakkar, Arindam Dasgupta, Amit Chakraborty
2020	J	`jnl`	Hamiltonian Q-Learning: Leveraging Importance-sampling for Data Efficient RL. CoRR Udari Madhushani, Biswadip Dey, Naomi Ehrich Leonard, Amit Chakraborty
2020	A*	`conf`	Symplectic ODE-Net: Learning Hamiltonian Dynamics with Control. ICLR Yaofeng Desmond Zhong, Biswadip Dey, Amit Chakraborty
2019	J	`jnl`	A Conditional Generative Model for Predicting Material Microstructures from Processing Methods. CoRR Akshay Iyer, Biswadip Dey, Arindam Dasgupta, Wei Chen, Amit Chakraborty
2019	A	`conf`	InverseNet: Solving Inverse Problems of Multimedia Data with Splitting Networks. ICME Qi Wei, Kai Fan, Wenlin Wang, Tianhang Zheng, Amit Chakraborty, Katherine A. Heller, Changyou Chen, Kui Ren
2019	J	`jnl`	Symplectic ODE-Net: Learning Hamiltonian Dynamics with Control. CoRR Yaofeng Desmond Zhong, Biswadip Dey, Amit Chakraborty
2018	—	`conf`	Image Processing and Image Pattern Recognition a Programming Tutorial. AI4I Amit Chakraborty
2017	—	`conf`	An approach towards greening the digital display system. NSysS (2) Tarik Reza Toha, Alvi Md. Ishmam, Md. Hasanul Islam, Md. Abdullah Al Maruf, Swarnendu Saikat Nandi, Amit Chakraborty, Salman Estyak, Md. Abdullah Al Alamin, A. B. M. Alim Al Islam
2017	J	`jnl`	InverseNet: Solving Inverse Problems with Splitting Networks. CoRR Kai Fan, Qi Wei, Wenlin Wang, Amit Chakraborty, Katherine A. Heller
2017	—	`conf`	Service-Hub: A better approach for developing the system of online marketing for daily services. NSysS (2) Ananya Bhattacharjee, Tahrina Tasnim, Md. Sadiqur Rahman Sohel, Amit Chakraborty, Md. Abdullah Al Maruf, Shantanu Dutta, Alvi Md. Ishmam, Tarik Reza Toha, A. B. M. Alim Al Islam
2016	A*	`conf`	Deep Convolutional Factor Analyser for Multivariate Time Series Modeling. ICDM Chao Yuan, Amit Chakraborty
2016	J	`jnl`	Proximal gradient method for huberized support vector machine. Pattern Anal. Appl. Yangyang Xu, Ioannis Akrotirianakis, Amit Chakraborty
2016	—	`conf`	Towards Making an Anonymous and One-Stop Online Reporting System for Third-World Countries. ACM DEV Tarik Reza Toha, Md. Moyeen Uddin, Md. Nayeem Reza, Md. Abdullah Al Maruf, Amit Chakraborty, A. B. M. Alim Al Islam
2015	—	`conf`	Alternating Direction Method of Multipliers for Regularized Multiclass Support Vector Machines. MOD Yangyang Xu, Ioannis Akrotirianakis, Amit Chakraborty
2015	J	`jnl`	Model Predictive Control of Central Chiller Plant With Thermal Energy Storage Via Dynamic Programming and Mixed-Integer Linear Programming. IEEE Trans Autom. Sci. Eng. Kun Deng, Yu Sun, Sisi Li, Yan Lu, Jack Brouwer, Prashant G. Mehta, MengChu Zhou, Amit Chakraborty
2015	J	`jnl`	Proximal gradient method for huberized support vector machine. CoRR Yangyang Xu, Ioannis Akrotirianakis, Amit Chakraborty
2014	J	`jnl`	Adaptive Control for Regulation of a Quadratic Function of the State. IEEE Trans. Autom. Control. Yoav Sharon, Anuradha M. Annaswamy, Alexis L. Motto, Amit Chakraborty
2014	—	`conf`	HIPAD - A Hybrid Interior-Point Alternating Direction Algorithm for Knowledge-Based SVM and Feature Selection. LION Zhiwei (Tony) Qin, Xiaocheng Tang, Ioannis Akrotirianakis, Amit Chakraborty
2014	J	`jnl`	HIPAD - A Hybrid Interior-Point Alternating Direction algorithm for knowledge-based SVM and feature selection. CoRR Zhiwei (Tony) Qin, Xiaocheng Tang, Ioannis Akrotirianakis, Amit Chakraborty
2014	J	`jnl`	Influence of time delay and nonlinear diffusion on herbivore outbreak. Commun. Nonlinear Sci. Numer. Simul. Gui-Quan Sun, Amit Chakraborty, Quan-Xing Liu, Zhen Jin, Kurt E. Anderson, Bai-Lian Li
2013	—	`conf`	Detecting SOQL-injection vulnerabilities in SalesForce applications. ICACCI Amitabh Saxena, Shubhashis Sengupta, Pradeepkumar Duraisamy, Vikrant S. Kaulgud, Amit Chakraborty
2013	C	`conf`	Optimal scheduling of chiller plant with thermal energy storage using mixed integer linear programming. ACC Kun Deng, Yu Sun, Amit Chakraborty, Yan Lu, Jack Brouwer, Prashant G. Mehta
2012	J	`jnl`	ERD-MedLDA: Entity relation detection using supervised topic models with maximum margin learning. Nat. Lang. Eng. Dingcheng Li, Swapna Somasundaran, Amit Chakraborty
2012	C	`conf`	Modeling and optimization of a combined cooling, heating and power plant system. ACC Vikas Chandan, Anh-Tuan Do, Baoduo Jin, Faryar Jabbari, Jack Brouwer, Ioannis Akrotirianakis, Amit Chakraborty, Andrew G. Alleyne
2012	—	`conf`	Necessary and sufficient conditions for observability in power systems. ISGT Giang Tran, Arman Kiani, Anuradha M. Annaswamy, Yoav Sharon, Alexis L. Motto, Amit Chakraborty
2012	—	`conf`	On global solution to a class of smart building-grid energy management models. CDC Alexis L. Motto, Yu Sun, Amit Chakraborty
2012	—	`conf`	Topology identification in distribution network with limited measurements. ISGT Yoav Sharon, Anuradha M. Annaswamy, Alexis L. Motto, Amit Chakraborty
2011	—	`conf`	A Combination of Topic Models with Max-margin Learning for Relation Detection. Graph-based Methods for Natural Language Processing Dingcheng Li, Swapna Somasundaran, Amit Chakraborty
2010	—	`conf`	Chiller plant optimization - an integrated optimization approach for chiller sequencing and control. CDC Andrey Torzhkov, Puneet Sharma, Chengbo Li, Rodrigo Toso, Amit Chakraborty
2010	Misc	`conf`	Robust estimation of multivariate jump-diffusion processes via Dynamic Programming. WSC Andrey Torzhkov, Puneet Sharma, Amit Chakraborty
2008	A*	`conf`	An efficient algorithm for compressed MR imaging using total variation and wavelets. CVPR Shiqian Ma, Wotao Yin, Yin Zhang, Amit Chakraborty
2008	—	`conf`	On-Line Monotonic Fault Diagnostics via Recursive Constrained Quadratic Programming. CIMCA/IAWTIC/ISE Sikandar Samar, Andrey Torzhkov, Amit Chakraborty
2007	—	`conf`	Performance of UWB Receiver with Cognitive Channel Allocation and Rake Optimization. CrownCom Chittabrata Ghosh, Dharma P. Agrawal, Amit Chakraborty
2005	—	`conf`	An Automatic Molecular Diagnosis Approach Based on Boosting Classification for ALS disease. METMBS Lu-Yong Wang, Amit Chakraborty, Dorin Comaniciu
2005	J	`jnl`	Background correction for cDNA microarray images using the TV+ Bioinform. Wotao Yin, Terrence Chen, Xiang Sean Zhou, Amit Chakraborty
2005	—	`conf`	Diagnosis and Biomarker Identi.cation on SELDI proteomics data by ADTBoost. CSB Workshops Lu-Yong Wang, Amit Chakraborty, Dorin Comaniciu
2005	—	`conf`	Fractal Clustering for Microarray Data Analysis. CSB Workshops Lu-Yong Wang, Ammaiappan Balasubramanian, Amit Chakraborty, Dorin Comaniciu
2003	A	`conf`	Extracting anchorable information units from PDF files. ICME Amit Chakraborty, Peiya Liu, Liang H. Hsu
2002	—	`conf`	Towards automating the generation of SCORM-based multimedia product training manuals. ICME (2) Peiya Liu, Liang H. Hsu, Amit Chakraborty
2001	—	`conf`	A Logic Approach for MPEG-7 XML Document Queries. Extreme Markup Languages® Peiya Liu, Amit Chakraborty, Liang H. Hsu
2001	—	`conf`	A fast method for identifying graphical objects in large engineering drawings. ICIP (1) Amit Chakraborty
2001	J	`jnl`	Path Predicate Calculus: Towards a Logic Formalism for Multimedia XML Query Languages. Markup Lang. Peiya Liu, Amit Chakraborty, Liang H. Hsu
1999	—	`conf`	Authoring and Viewing Video Documents Using an SGML Structure. ICMCS, Vol. 2 Amit Chakraborty, Peiya Liu, Liang H. Hsu
1999	J	`jnl`	Game-Theoretic Integration for Image Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. Amit Chakraborty, James S. Duncan
1997	J	`jnl`	An Integrated Approach for Locating Neuroanatomical Structure from MRI. Int. J. Pattern Recognit. Artif. Intell. Lawrence H. Staib, Amit Chakraborty, James S. Duncan
1996	J	`jnl`	Deformable boundary finding in medical images by integrating gradient and region information. IEEE Trans. Medical Imaging Amit Chakraborty, Lawrence H. Staib, James S. Duncan
1996	B	`conf`	Segmentation of ovarian follicles using geometric properties, texture descriptions, and boundary information. Image Processing Glynn P. Robinson, Amit Chakraborty, Michael Johnston, M. Lynne Reuss, James S. Duncan
1995	—	`conf`	A Unified Framework to Assess Myocardial Function from 4D Images. CVRMed Pengcheng Shi, Glynn P. Robinson, Amit Chakraborty, Lawrence H. Staib, R. Todd Constable, Albert J. Sinusas, James S. Duncan
1995	A*	`conf`	On Multi-Feature Integration for Deformable Boundary Finding. ICCV Amit Chakraborty, Marcel Worring, James S. Duncan
1994	A*	`conf`	Deformable boundary finding influenced by region homogeneity. CVPR Amit Chakraborty, Lawrence H. Staib, James S. Duncan