Abhishek Dutta

27 papers C 3Journal 13Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Derivation of Back-Propagation for Graph Convolutional Networks Using Matrix Calculus and Its Application to Explainable Artificial Intelligence. IEEE Trans. Artif. Intell. Yen-Che Hsiao, Rongting Yue, Abhishek Dutta
2025	J	`jnl`	Unveiling Reasoning Thresholds in Language Models: Scaling, Fine-Tuning, and Interpretability through Attention Maps. CoRR Yen-Che Hsiao, Abhishek Dutta
2024	J	`jnl`	Adaptive Reasoning and Acting in Medical Language Agents. CoRR Abhishek Dutta, Yen-Che Hsiao
2024	J	`jnl`	Derivation of Back-propagation for Graph Convolutional Networks using Matrix Calculus and its Application to Explainable Artificial Intelligence. CoRR Yen-Che Hsiao, Rongting Yue, Abhishek Dutta
2024	J	`jnl`	Efficient transformer with reinforced position embedding for language models. CoRR Yen-Che Hsiao, Abhishek Dutta
2024	J	`jnl`	Hybrid Coordinate Descent for Efficient Neural Network Learning Using Line Search and Gradient Descent. CoRR Yen-Che Hsiao, Abhishek Dutta
2024	J	`jnl`	Network Modeling and Control of Dynamic Disease Pathways, Review and Perspectives. IEEE ACM Trans. Comput. Biol. Bioinform. Yen-Che Hsiao, Abhishek Dutta
2024	J	`jnl`	Towards Autonomous Agents: Adaptive-planning, Reasoning, and Acting in Language Models. CoRR Yen-Che Hsiao, Abhishek Dutta
2023	—	`conf`	A Secure Vitals Monitoring Point-of-Care Device. EMBC Emily Oliver, Rongting Yue, Abhishek Dutta
2023	—	`conf`	Koopman-based Impulsive Model Predictive Control of BCG Immunotherapy. EMBC Rongting Yue, Abhishek Dutta
2022	—	`conf`	Predicting Drug Mechanics by Deep Learning on Gene and Cell Activities. EMBC Abhishek Dutta
2020	J	`jnl`	A Cooperative Distributed Model Predictive Control Approach to Supply Chain Management. IEEE Trans. Syst. Man Cybern. Syst. Dongfei Fu, Hai-Tao Zhang, Abhishek Dutta, Guanrong Chen
2020	J	`jnl`	Design and Control of an Underwater Launch System. IEEE Access Christian Corwel, George Zoghbi, Stevan Webb, Abhishek Dutta
2020	—	`conf`	Stabilizing COVID-19 Infections in US by Feedback Control based Test and Quarantine. GHTC Abhishek Dutta
2019	—	`conf`	Cyborgs: Neuromuscular Control of Insects. NER Abhishek Dutta
2019	—	`conf`	Modeling the Viability of a Refrigeration-Based Atmospheric Water Generator under the Present-Day Climate. GHTC Alexei Sondergeld, Guiling Wang, Abhishek Dutta
2017	J	`jnl`	Confiscating Flight Control System by Stealthy Output Injection Attack. J. Aerosp. Inf. Syst. Abhishek Dutta, Cedric Langbort
2017	J	`jnl`	Stealthy output injection attacks on control systems with bounded variables. Int. J. Control Abhishek Dutta, Cedric Langbort
2014	—	`conf`	Certification of a class of industrial predictive controllers without terminal conditions. CDC Abhishek Dutta, Edward N. Hartley, Jan M. Maciejowski, Robin De Keyser
2014	J	`jnl`	Robust and two-level (nonlinear) predictive control of switched dynamical systems with unknown references for optimal wet-clutch engagement. J. Syst. Control. Eng. Abhishek Dutta, Clara M. Ionescu, Robin De Keyser, Bart Wyns, Julian Stoev, Gregory Pinte, Wim Symens
2013	—	`conf`	Implementation of a fractional PD controller tuned by genetic algorithm for a Steward platform. ASCC Yu Zhong, Abhishek Dutta, Cosmin Copot, Clara-Mihaela Ionescu, Robin De Keyser
2013	—	`conf`	Nonlinear predictive control of an evaporator for bioethanol production. ECC William Ipanaqué, Jose Oliden, Jose Manrique, Andres Hernandez, Abhishek Dutta, Robin De Keyser
2013	C	`conf`	Penalty adaptive model predictive control (PAMPC) of constrained, underdamped, non-collocated mechatronic systems. CCA Abhishek Dutta, Mia Loccufier, Clara M. Ionescu, Robin De Keyser
2012	C	`conf`	A specifications based PID autotuner. CCA Robin De Keyser, Abhishek Dutta, Andres Hernandez, Clara M. Ionescu
2012	—	`conf`	Fine Tuning of a Wet Clutch Engagement by Means of a Genetic Algorithm. AIAI (1) Yu Zhong, Abhishek Dutta, Bart Wyns, Clara M. Ionescu, Gregory Pinte, Wim Symens, Julian Stoev, Robin De Keyser
2012	—	`conf`	Position and Velocity Predictions of the Piston in a Wet Clutch System during Engagement by Using a Neural Network Modeling. AIAI (1) Yu Zhong, Bart Wyns, Abhishek Dutta, Clara-Mihaela Ionescu, Gregory Pinte, Wim Symens, Julian Stoev, Robin De Keyser
2012	C	`conf`	Robust predictive control design for optimal wet-clutch engagement. ACC Abhishek Dutta, Robin De Keyser, Clara M. Ionescu, Julian Stoev, Gregory Pinte, Wim Symens