| 2026 | AAAI | Convex Clustering Redefined: Robust Learning with the Median of Means Estimator. | Koustav Chowdhury, Bibhabasu Mandal, Sourav De, Sagar Ghosh, Swagatam Das, Debolina Paul, Saptarshi Chakraborty |
| 2026 | EACL | ARREST: Adversarial Resilient Regulation Enhancing Safety and Truth in Large Language Models. | Sharanya Dasgupta, Arkaprabha Basu, Sujoy Nath, Swagatam Das |
| 2026 | GECCO | Multi-Objective Orchestration of Small Language Model Ensembles: Balancing Accuracy, Diversity, and Fairness. | Advay Dhar, Swagatam Das, Kalyanmoy Deb |
| 2025 | AAAI | From Complexity to Clarity: Transforming Chest X-ray Reports with Chained Prompting (Student Abstract). | Sujoy Nath, Arkaprabha Basu, Kushal Bose, Swagatam Das |
| 2025 | CIKM | FairSplit: Mitigating Bias in Graph Neural Networks through Sensitivity-based Edge Partitioning. | Indranil Ojha, Kushal Bose, Swagatam Das |
| 2025 | ICASSP | Self-Tuning Spectral Clustering for Speaker Diarization. | Nikhil Raghav, Avisek Gupta, Md. Sahidullah, Swagatam Das |
| 2025 | IJCAI | Dirichlet Process-Based Robust Clustering Using the Median-of-Means Estimator. | Supratik Basu, Jyotishka Ray Choudhury, Debolina Paul, Swagatam Das |
| 2025 | IJCNLP | Assessing the Limits of In-Context Learning beyond Functions using Partially Ordered Relation. | Debanjan Dutta, Faizanuddin Ansari, Swagatam Das |
| 2025 | IJCNN | HalluShift: Measuring Distribution Shifts towards Hallucination Detection in LLMs. | Sharanya Dasgupta, Sujoy Nath, Arkaprabha Basu, Pourya Shamsolmoali, Swagatam Das |
| 2025 | IJCNN | Force of Attraction-Based Distribution Calibration for Enhancing Minority Class Representation. | Priyobrata Mondal, Faizanuddin Ansari, Swagatam Das, Pourya Shamsolmoali |
| 2025 | IJCNN | Kernelized Low-rank matrix recovery: Application in collaborative representation based classification. | Subhajit Saha, Angshul Majumdar, Swagatam Das, Avisek Gupta |
| 2024 | ICLR | Lost in Translation: GANs' Inability to Generate Simple Probability Distributions. | Debanjan Dutta, Anish Chakrabarty, Swagatam Das |
| 2024 | ICLR | Affinity-based Homophily: Can we measure homophily of a graph without using node labels? | Indranil Ojha, Kushal Bose, Swagatam Das |
| 2024 | ICLR | t-Divergence: A New Divergence Measure with Application to Robust Statistics & Clustering. | Debolina Paul, Saptarshi Chakraborty, Swagatam Das |
| 2024 | ICPR | Improved Alzheimer's Disease Detection with Dynamic Attention Guided Multi-modal Fusion. | Arkaprabha Basu, Sourav Raha, Avisek Gupta, Swagatam Das |
| 2024 | ICPR | Enhancing Medical Image Analysis with MA-DTNet: A Dual Task Network Guided by Morphological Attention. | Susmita Ghosh, Swagatam Das |
| 2024 | IJCNN | Enhancing MRI-Based Classification of Alzheimer's Disease with Explainable 3D Hybrid Compact Convolutional Transformers. | Arindam Majee, Avisek Gupta, Sourav Raha, Swagatam Das |
| 2024 | MICCAI | Algorithmic Fairness in Lesion Classification by Mitigating Class Imbalance and Skin Tone Bias. | Faizanuddin Ansari, Tapabrata Chakraborti, Swagatam Das |
| 2023 | AAAI | UEQMS: UMAP Embedded Quick Mean Shift Algorithm for High Dimensional Clustering. | Abhishek Kumar, Swagatam Das, Rammohan Mallipeddi |
| 2023 | AISTATS | Clustering High-dimensional Data with Ordered Weighted ℓ | Chandramauli Chakraborty, Sayan Paul, Saptarshi Chakraborty, Swagatam Das |
| 2023 | ICASSP | Voice Conversion Using Feature Specific Loss Function Based Self-Attentive Generative Adversarial Network. | Sandipan Dhar, Padmanabha Banerjee, Nanda Dulal Jana, Swagatam Das |
| 2023 | ICML | Interval Bound Interpolation for Few-shot Learning with Few Tasks. | Shounak Datta, Sankha Subhra Mullick, Anish Chakrabarty, Swagatam Das |
| 2023 | IJCNN | Handling Class Imbalance by Estimating Minority Class Statistics. | Faizanuddin Ansari, Swagatam Das, Pourya Shamsolmoali |
| 2022 | CVPR | GridShift: A Faster Mode-seeking Algorithm for Image Segmentation and Object Tracking. | Abhishek Kumar, Oladayo S. Ajani, Swagatam Das, Rammohan Mallipeddi |
| 2022 | ICONIP | HMC-PSO: A Hamiltonian Monte Carlo and Particle Swarm Optimization-Based Optimizer. | Omatharv Bharat Vaidya, Rithvik Terence DSouza, Soma S. Dhavala, Snehanshu Saha, Swagatam Das |
| 2021 | AAAI | Automated Clustering of High-dimensional Data with a Feature Weighted Mean Shift Algorithm. | Saptarshi Chakraborty, Debolina Paul, Swagatam Das |
| 2021 | CEC | Improving Differential Evolution through Bayesian Hyperparameter Optimization. | Subhodip Biswas, Debanjan Saha, Shuvodeep De, Adam D. Cobb, Swagatam Das, Brian Jalaian |
| 2021 | ISIT | $t$-Entropy: A New Measure of Uncertainty with Some Applications. | Saptarshi Chakraborty, Debolina Paul, Swagatam Das |
| 2020 | AISTATS | Entropy Weighted Power k-Means Clustering. | Saptarshi Chakraborty, Debolina Paul, Swagatam Das, Jason Q. Xu |
| 2020 | GECCO | A modified covariance matrix adaptation evolution strategy for real-world constrained optimization problems. | Abhishek Kumar, Swagatam Das, Ivan Zelinka |
| 2020 | GECCO | A self-adaptive spherical search algorithm for real-world constrained optimization problems. | Abhishek Kumar, Swagatam Das, Ivan Zelinka |
| 2020 | IJCAI | The Sparse MinMax k-Means Algorithm for High-Dimensional Clustering. | Sayak Dey, Swagatam Das, Rammohan Mallipeddi |
| 2020 | IJCNN | Improving the Performance of Neural Networks with an Ensemble of Activation Functions. | Arijit Nandi, Nanda Dulal Jana, Swagatam Das |
| 2019 | CEC | Testing A Multi-Operator based Differential Evolution Algorithm on the 100-Digit Challenge for Single Objective Numerical Optimization. | Abhishek Kumar, Rakesh Kumar Misra, Devender Singh, Swagatam Das |
| 2019 | GECCO | Self-organizing migrating algorithm for the 100-digit challenge. | Quoc Bao Diep, Ivan Zelinka, Swagatam Das |
| 2019 | GECCO | On the non-convergence of differential evolution: some generalized adversarial conditions and a remedy. | Debolina Paul, Saptarshi Chakraborty, Swagatam Das, Ivan Zelinka |
| 2019 | ICCV | Generative Adversarial Minority Oversampling. | Sankha Subhra Mullick, Shounak Datta, Swagatam Das |
| 2018 | CEC | A Switched Parameter Differential Evolution with Multi-donor Mutation and Annealing Based Local Search for Optimization of Lennard-Jones Atomic Clusters. | Arka Ghosh, Rammohan Mallipeddi, Swagatam Das, Asit Kumar Das |
| 2017 | CEC | A noise resilient Differential Evolution with improved parameter and strategy control. | Arka Ghosh, Swagatam Das, Bijaya Ketan Panigrahi, Asit Kumar Das |
| 2014 | CEC | Evolutionary multiobjective optimization in dynamic environments: A set of novel benchmark functions. | Subhodip Biswas, Swagatam Das, Ponnuthurai Nagaratnam Suganthan, Carlos A. Coello Coello |
| 2014 | CEC | Evaluating the performance of Group Counseling Optimizer on CEC 2014 problems for Computational Expensive Optimization. | Subhodip Biswas, Mohammad A. Eita, Swagatam Das, Athanasios V. Vasilakos |
| 2014 | CEC | The Monarchy Driven Optimization technique. | Ritambhar Burman, Swagatam Das, Zeeshanul Haque, Athanasios V. Vasilakos, Soumyadeep Chakrabarti |
| 2014 | CEC | Particle Swarm Optimization with population adaptation. | Nanda Dulal Jana, Jaya Sil, Swagatam Das |
| 2013 | CEC | Teaching and learning best Differential Evoltuion with self adaptation for real parameter optimization. | Subhodip Biswas, Souvik Kundu, Swagatam Das, Athanasios V. Vasilakos |
| 2013 | CEC | Modified estimation of Distribution algorithm with differential mutation for constrained optimization. | Shantanab Debchoudhury, Subhodip Biswas, Souvik Kundu, Swagatam Das, Athanasios V. Vasilakos, Ankur Mondal |
| 2013 | CEC | Improved CMA-ES with Memory based Directed Individual Generation for Real Parameter Optimization. | Rupam Kundu, Rohan Mukherjee, Shantanab Debchoudhury, Swagatam Das, Ponnuthurai N. Suganthan, Thanos Vasilakos |
| 2013 | CEC | Adaptive Differential Evolution with Locality based Crossover for Dynamic Optimization. | Rohan Mukherjee, Shantanab Debchoudhury, Rupam Kundu, Swagatam Das, Ponnuthurai N. Suganthan |
| 2013 | CEC | Dynamic Constrained Optimization with offspring repair based Gravitational Search Algorithm. | Kunal Pal, Chiranjib Saha, Swagatam Das, Carlos Artemio Coello Coello |
| 2013 | GECCO | Information sharing in bee colony for detecting multiple niches in non-stationary environments. | Subhodip Biswas, Souvik Kundu, Swagatam Das, Athanasios V. Vasilakos |
| 2013 | GECCO | Multi-user detection in multi-carrier CDMA wireless broadband system using a binary adaptive differential evolution algorithm. | Swagatam Das, Rohan Mukherjee, Rupam Kundu, Thanos Vasilakos |
| 2013 | GECCO | Crowding-based local differential evolution with speciation-based memory archive for dynamic multimodal optimization. | Souvik Kundu, Subhodip Biswas, Swagatam Das, Ponnuthurai N. Suganthan |
| 2012 | CEC | A genetic Lbest Particle Swarm Optimizer with dynamically varying subswarm topology. | Arnab Ghosh, Arkabandhu Chowdhury, Subhajit Sinha, Athanasios V. Vasilakos, Swagatam Das |
| 2012 | CEC | An improved multi-objective optimization algorithm based on fuzzy dominance for risk minimization in biometric sensor network. | Md. Nasir, Soumyadip Sengupta, Swagatam Das, Ponnuthurai N. Suganthan |
| 2012 | CEC | Design of Fractional Order Controller for a servohydraulic positioning system with micro Artificial Bee Colony algorithm. | Anguluri Rajasekhar, Swagatam Das, Ponnuthurai N. Suganthan |
| 2012 | CEC | Energy-efficient differentiated coverage of dynamic objects using an improved evolutionary multi-objective optimization algorithm with fuzzy-dominance. | Soumyadip Sengupta, Swagatam Das, Md. Nasir, Athanasios V. Vasilakos, Witold Pedrycz |
| 2012 | GECCO | Configuration of sensors on a 3-D terrain: an approach based on evolutionary multi-objective optimization. | Md. Nasir, Soumyadip Sengupta, Swagatam Das, Sanjoy Das |
| 2012 | GECCO | μABC: a micro artificial bee colony algorithm for large scale global optimization. | Anguluri Rajasekhar, Swagatam Das, Sanjoy Das |
| 2011 | CEC | Clustering in mobile ad hoc networks with differential evolution. | Uday K. Chakraborty, Swagatam Das, Travis E. Abbott |
| 2011 | CEC | Peak-to-average power ratio reduction in OFDM systems using an adaptive differential evolution algorithm. | Saurav Ghosh, Subhrajit Roy, Swagatam Das, Ajith Abraham, Sk. Minhazul Islam |
| 2011 | CEC | Hierarchical dynamic neighborhood based Particle Swarm Optimization for global optimization. | Pradipta Ghosh, Hamim Zafar, Swagatam Das, Ajith Abraham |
| 2011 | CEC | Self adaptive cluster based and weed inspired differential evolution algorithm for real world optimization. | Udit Halder, Swagatam Das, Dipankar Maity, Ajith Abraham, Preetam Dasgupta |
| 2011 | CEC | A Modified Discrete Differential Evolution based TDMA scheduling scheme for many to one communications in wireless sensor networks. | Sk. Minhazul Islam, Saurav Ghosh, Swagatam Das, Ajith Abraham, Subhrajit Roy |
| 2011 | CEC | Modified differential evolution with local search algorithm for real world optimization. | Ankush Mandal, Aveek Kumar Das, Prithwijit Mukherjee, Swagatam Das, Ponnuthurai Nagaratnam Suganthan |
| 2011 | CEC | An improved Multiobjective Evolutionary Algorithm based on decomposition with fuzzy dominance. | Mohammed Nasir, Arnab Kumar Mondal, Soumyadip Sengupta, Swagatam Das, Ajith Abraham |
| 2011 | GECCO | A modified differential evolution for autonomous deployment and localization of sensor nodes. | Subhrajit Roy, Sk. Minhazul Islam, Saurav Ghosh, Swagatam Das, Ajith Abraham, Pavel Krmer |
| 2011 | HIS | Design of an optimized intelligent controller of electromechanical system in aerospace application. | Tribeni Prasad Banerjee, Swagatam Das, Ajith Abraham |
| 2011 | HIS | A differential evolution based Memetic Algorithm for workload optimization in power generation plants. | Ankush Mandal, Swagatam Das, Ajith Abraham |
| 2011 | HIS | An efficient memetic algorithm for parameter tuning of PID controller in AVR system. | Ankush Mandal, Hamim Zafar, Pradipta Ghosh, Swagatam Das, Ajith Abraham |
| 2010 | CEC | A modified Invasive Weed Optimization algorithm for time-modulated linear antenna array synthesis. | Aniruddha Basak, Siddharth Pal, Swagatam Das, Ajith Abraham, Vclav Snsel |
| 2010 | CEC | A new differential evolution with improved mutation strategy. | Pavel Bhowmik, Sauvik Das, Amit Konar, Swagatam Das, Atulya K. Nagar |
| 2010 | CEC | On convergence of multi-objective Particle Swarm Optimizers. | Prithwish Chakraborty, Swagatam Das, Ajith Abraham, Vclav Snsel, Gourab Ghosh Roy |
| 2010 | CEC | Linear antenna array synthesis using fitness-adaptive differential evolution algorithm. | Aritra Chowdhury, Ritwik Giri, Arnob Ghosh, Swagatam Das, Ajith Abraham, Vclav Snsel |
| 2010 | CEC | Artificial foraging weeds for global numerical optimization over continuous spaces. | Gourab Ghosh Roy, Prithwish Chakraborty, Shi-Zheng Zhao, Swagatam Das, Ponnuthurai Nagaratnam Suganthan |
| 2010 | CEC | Dynamic multi-swarm particle swarm optimizer with sub-regional harmony search. | Shi-Zheng Zhao, Ponnuthurai Nagaratnam Suganthan, Swagatam Das |
| 2010 | GECCO | A fitness-based adaptation scheme for control parameters in differential evolution. | Arnob Ghosh, Aritra Chowdhury, Ritwik Giri, Swagatam Das, Sanjoy Das |
| 2010 | GECCO | On the asymptotic convergence of differential evolution in continuous spaces: a control theoretic approach. | Sayan Ghosh, Swagatam Das, Sanjoy Das |
| 2010 | GECCO | Mitigation strategies in epidemics: evolutionary optimization using a hierarchy of objective functions. | Sohini Roychoudhury, Sanjoy Das, Caterina M. Scoglio, Swagatam Das, Bijaya K. Panigrahi, Shyam S. Pattnaik |
| 2010 | HIS | Circular antenna array synthesis with a Differential Invasive Weed Optimization algorithm. | Annirudha Basak, Siddharth Pal, Swagatam Das, Ajith Abraham |
| 2010 | HIS | A hybrid evolutionary direct search technique for solving Optimal Control problems. | Arnob Ghosh, Aritra Chowdhury, Ritwik Giri, Swagatam Das, Ajith Abraham |
| 2010 | SMC | A Modified Invasive Weed Optimization Algorithm for training of feed- forward Neural Networks. | Ritwik Giri, Aritra Chowdhury, Arnob Ghosh, Swagatam Das, Ajith Abraham, Vclav Snsel |
| 2010 | SMC | Automatic shell clustering using a metaheuristic approach. | Siddharth Pal, Aniruddha Basak, Swagatam Das, Ajith Abraham, Vclav Snsel |
| 2009 | CEC | Rotation and translation selective Pareto optimal solution to the box-pushing problem by mobile robots using NSGA-II. | Jayasree Chakraborty, Amit Konar, Atulya Nagar, Swagatam Das |
| 2009 | CEC | A Bacterial Evolutionary Algorithm for automatic data clustering. | Swagatam Das, Archana Chowdhury, Ajith Abraham |
| 2009 | CEC | A micro-bacterial foraging algorithm for high-dimensional optimization. | Sambarta Dasgupta, Arijit Biswas, Swagatam Das, Bijaya K. Panigrahi, Ajith Abraham |
| 2009 | CEC | A recurrent fuzzy neural model of a gene regulatory network for knowledge extraction using differential evolution. | Debasish Datta, Sheli Sinha Chaudhuri, Amit Konar, Atulya Nagar, Swagatam Das |
| 2009 | CEC | Automatic clustering with multi-objective Differential Evolution algorithms. | Kaushik Suresh, Debarati Kundu, Sayan Ghosh, Swagatam Das, Ajith Abraham |
| 2009 | HAIS | Economic Load Dispatch Using a Chemotactic Differential Evolution Algorithm. | Arijit Biswas, Sambarta Dasgupta, Bijaya K. Panigrahi, V. Ravikumar Pandi, Swagatam Das, Ajith Abraham, Youakim Badr |
| 2009 | HAIS | Automatic Clustering Using a Synergy of Genetic Algorithm and Multi-objective Differential Evolution. | Debarati Kundu, Kaushik Suresh, Sayan Ghosh, Swagatam Das, Ajith Abraham, Youakim Badr |
| 2009 | HIS | On Some Properties of the lbest Topology in Particle Swarm Optimization. | Sayan Ghosh, Debarati Kundu, Kaushik Suresh, Swagatam Das, Ajith Abraham, Bijaya K. Panigrahi, Vclav Snsel |
| 2009 | HIS | Improved Harmony Search for Economic Power Dispatch. | V. Ravikumar Pandi, Bijaya K. Panigrahi, Manas Kumar Mallick, Ajith Abraham, Swagatam Das |
| 2009 | SMC | Correlation between stimulated emotion extracted from EEG and its Mainfestation on Facial Expression. | Aruna Chakraborty, Pavel Bhowmik, Swagatam Das, Anisha Halder, Amit Konar, Atulya K. Nagar |
| 2008 | CEC | Analysis of reproduction operator in Bacterial Foraging Optimization Algorithm. | Ajith Abraham, Arijit Biswas, Sambarta Dasgupta, Swagatam Das |
| 2008 | CEC | The population dynamics of Differential Evolution: A mathematical model. | Sambarta Dasgupta, Arijit Biswas, Swagatam Das, Ajith Abraham |
| 2008 | CEC | Kernel-based clustering of image pixels with modified Differential Evolution. | Swagatam Das, Sudeshna Sil, Uday Kumar Chakraborty |
| 2008 | CISIS | Hardware Software Partitioning Problem in Embedded System Design Using Particle Swarm Optimization Algorithm. | Alakananda Bhattacharya, Amit Konar, Swagatam Das, Crina Grosan, Ajith Abraham |
| 2008 | CISIS | Adaptive Computational Chemotaxis in Bacterial Foraging Algorithm. | Sambarta Dasgupta, Arijit Biswas, Ajith Abraham, Swagatam Das |
| 2008 | GECCO | Design of fractional order PI | Ajith Abraham, Arijit Biswas, Swagatam Das, Sambarta Dasgupta |
| 2008 | GECCO | Automatic circle detection on images with an adaptive bacterial foraging algorithm. | Sambarta Dasgupta, Arijit Biswas, Swagatam Das, Ajith Abraham |
| 2008 | HIS | Automatic Circle Detection on Images with Annealed Differential Evolution. | Swagatam Das, Sambarta Dasgupta, Arijit Biswas, Ajith Abraham |
| 2008 | ISDA | Inertia-Adaptive Particle Swarm Optimizer for Improved Global Search. | Kaushik Suresh, Sayan Ghosh, Debarati Kundu, Abhirup Sen, Swagatam Das, Ajith Abraham |
| 2008 | SYNASC | An Adaptive Particle Swarm Optimizer Using Balanced Explorative and Exploitative Behaviors. | Sayan Ghosh, Debarati Kundu, Kaushik Suresh, Swagatam Das, Ajith Abraham |
| 2007 | CEC | Stability analysis of the ant system dynamics with non-uniform pheromone deposition rules. | Ajith Abraham, Amit Konar, Nayan R. Samal, Swagatam Das |
| 2007 | CEC | Annealed Differential Evolution. | Swagatam Das, Amit Konar, Uday Kumar Chakraborty |
| 2007 | CEC | A closed loop stability analysis and parameter selection of the Particle Swarm Optimization dynamics for faster convergence. | Nayan R. Samal, Amit Konar, Swagatam Das, Ajith Abraham |
| 2007 | GECCO | Kernel based automatic clustering using modified particle swarm optimization algorithm. | Ajith Abraham, Swagatam Das, Amit Konar |
| 2006 | CEC | Document Clustering Using Differential Evolution. | Ajith Abraham, Swagatam Das, Amit Konar |
| 2006 | CEC | Differential Evolution with Local Neighborhood. | Uday K. Chakraborty, Swagatam Das, Amit Konar |
| 2006 | CEC | Automatic Fuzzy Segmentation of Images with Differential Evolution. | Swagatam Das, Amit Konar, Uday K. Chakraborty |
| 2006 | HIS | A Hybrid Rough Set--Particle Swarm Algorithm for Image Pixel Classification. | Swagatam Das, Ajith Abraham, Subir Kumar Sarkar |
| 2006 | ISDA | Spatial Information Based Image Segmentation Using a Modified Particle Swarm Optimization Algorithm. | Swagatam Das, Ajith Abraham, Amit Konar |
| 2005 | CEC | Improved differential evolution algorithms for handling noisy optimization problems. | Swagatam Das, Amit Konar, Uday Kumar Chakraborty |
| 2005 | GECCO | Improving particle swarm optimization with differentially perturbed velocity. | Swagatam Das, Amit Konar, Uday Kumar Chakraborty |
| 2005 | GECCO | Two improved differential evolution schemes for faster global search. | Swagatam Das, Amit Konar, Uday Kumar Chakraborty |
| 2005 | GECCO | An efficient evolutionary algorithm applied to the design of two-dimensional IIR filters. | Swagatam Das, Amit Konar, Uday Kumar Chakraborty |