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Projects Ongoing and completed research projects across our wings.
Project list
TRoPE-TUL: Trajectory-User Linking via Spatio-Temporal Rotary Position Embedding Trajectory-user linking identifies the likely user behind an anonymous mobility trace, but existing methods often lose fine-grained spatial, temporal, and semantic information or scale poorly.…
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Where the Preference Signal Lives: Constructed Negatives, Token Weighting, and Why Confidence Misses the Decisive Tokens This project studies how to make the reasoning produced by medical LLMs more factually reliable, not just their final answers. We construct controlled incorrect rationales with known clinically…
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How Good Must a Detector Be? Graded Semantic-Error Detection in Multi-Agent LLM Systems This project studies when error detection and intervention can reliably improve multi-agent LLM systems, where mistakes from one agent may propagate through later interactions and affect the team’s…
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pFedBBN: A Personalized Federated Test-Time Adaptation with Balanced Batch Normalization for Class-Imbalanced Data Personalized Federated Test-Time Adaptation studies how decentralized models can adapt to changing domains while also remaining robust to severe class imbalance across clients. Existing federated…
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FedPoisonTTP: A Threat Model and Poisoning Attack for Federated Test-Time Personalization Federated Test-Time Adaptation (FTTA) studies how decentralized models can adapt to client-specific distribution shifts at test time using unlabeled local data, without sharing raw data. This project…
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FedRAPP: Federated Test-Time Prompt Tuning for Vision-Language Models with Reliability-Aware Prompt Personalization Source-Free Federated Test-Time Prompt Tuning (SF-FTTPT) studies how vision-language models can collaboratively adapt prompts at test time when clients have private, heterogeneous data with no access…
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Cross-Lingual Concept Steering and Interpretability in Language Models Large language models serve speakers of hundreds of languages, yet most of what is known about their inner workings comes from English. Recent interpretability research shows that abstract concepts,…
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Semantic and Contextual Conditioning for Flow-Matching Speech Tokenization Modern spoken language systems convert raw audio into compact discrete representations that downstream models generate from and reason over. The central constraint is compression: as few tokens per…
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Speech-to-Motion: From Next-Token to Next-Gesture Prediction Large language models learn to predict sequences from nothing but text, yet human communication was never just words. Every sentence is accompanied by gesture: the hands, the shoulders, the tilt of a…
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Reliable Multimodal Document Intelligence for Low-Resource Languages This project develops a unified framework for reliable multimodal document understanding in low-resource and multilingual settings It consists of four complementary parts that progressively test…
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PACER - Personalized Adaptive Coaching for Engagement and Reflection PACER (Personalized Adaptive Coaching for Engagement and Reflection) is an agentic AI tutoring system for IUB courses in Computer Programming |, Computer Programming II and Data Structure. While LLMs…
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LangTutor: An Agentic AI Tutor for Adaptive Language Learning LangTutor is an agentic AI tutor that decides what to teach next after each learner response, combining pedagogical methods such as scaffolding, hint-based guidance, retrieval practice, spaced…
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All Wings AI/ML HCI DS ComPAs ComBio IPT WiSE NEST MIRA BISPL
All Keywords 10-fold cross-validation 12-lead ECG 2019-20 coronavirus outbreak 3D MRI 3D localization 3D motion capture 3D rendering 3D user interface AI & Machine Learning for Healthcare AI Agents AI adoption barriers AI chatbots AI ethics AI ethics education AI for Impact AI for Public Health AI for Social Good AI-based educational tools AKA ARIMA ATM card Absorption (acoustics) Acceleration Accelerometer Accessibility Accountability Accretion and Relativistic Jet Physics Acoustics Action (physics) Action recognition Active Galaxies Active galactic nucleus Active vision Activity recognition Ad hoc wireless distribution service AdS space AdS/CFT correspondence AdS4 black holes AdaBoost Adaptability Adaptation (eye) Adaptive quality of service multi-hop routing Addiction Adversarial system Affect (linguistics) Affective Computing Agentic AI Aggregate (composite) Agricultural economics Agricultural engineering Air pollutants Air pollution Air quality index Algorithm Allergen Amateur Amazon EC2 Amazon Web Services American Sign Language Analogy Analytics Android Android (operating system) Android application Android smartphone application Angular momentum Anisotropy Annotation Anomaly (physics) Anomaly detection Anti-de Sitter space Anxiety Applied psychology AraBERT Arabic Arabic language Arabic language processing Arabic text classification Architecture Arduino Arousal Artificial Intelligence Artificial Intelligence System Design Artificial intelligence Artificial neural network Asset (computer security) Assistive Technology Assistive technology Association (psychology) Asthma Astronomy Astrostatistics & Machine Learning Asynchronous communication Attention U-Net Attention span Audiology Audit Augmented Reality Authentication (law) Authorship attribution Autoencoder Automatic image annotation Automatic summarization Automation Automotive industry Autonomic nervous system Autoregressive integrated moving average BERT BP neural network BRATS dataset BSDS500 BUSI dataset BYOL Background subtraction Backpropagation Bag-of-words model Bandwidth (computing) Bandwidth allocation Bangla script Bangla text BanglaBERT Bangladesh Bangladeshi children Bangladeshi culture Bangladeshi population Bangladeshi women Basis (linear algebra) Battery (electricity) Bayes' theorem Bayesian hyperparameter optimization Beat (acoustics) Bekenstein-Hawking entropy Benchmark (surveying) Benchmarking Bengali Bengali language Bengali text Bent molecular geometry BiLSTM Big Data Binary classification Binary image Binary number Binary tree Biodiversity Bioinformatics Biology Biomedical Biomedical Informatics Biomedical Signal & Medical Image Processing Biomedical Signal Processing Biometrics Biotope Birth weight Black Holes Black hole (networking) Black hole thermodynamics Blender Blight Blockchain Bloom Bloom's taxonomy Bluetooth Bluetooth security Boosting (machine learning) Bottleneck Boundary (topology) Bounding overwatch Brain Computer Interface Brain activity and meditation Brain tumor Brain–computer interface Breast cancer Bridging (networking) Brightness Broadband Burnout Business Byte CAD CAN bus CBAM CBOW CLAHE CLIP CNN architecture comparison CNN-LSTM hybrid model CNN-Transformer hybrid COVID-19 pandemic COVID-19 patients COVID-19 recovery CT CTGAN Calibration Cancer Carbon credit Carbon market Cartography CatBoost Categorization Cellular network Cerebral arteries Cerebral blood flow Chakma people Channel (broadcasting) Channel state information Character (mathematics) Charge (physics) ChatGPT Chatbot CheXNet Chebyshev filter Chebyshev polynomials Chern-Simons theory Choreography Cigarette smoking Citizen journalism Class (philosophy) Classical mechanics Classifier (UML) Clef Climate change mitigation Clinical psychology Closed captioning Cloud computing Cloud/Edge Computing Cluster analysis Coaching Code (set theory) Cognition Cognitive & Vision Science Cognitive neuroscience Cognitive neuroscience of visual object recognition Cognitive psychology Coherence (philosophical gambling strategy) Collaborative filtering Collateral Collision avoidance Color histogram Color image Color space Complex fracture Component (thermodynamics) Compound Comprehension Computation Computational Biology Computational Neuroscience Computational Social Science Computational and Structural Biology Computational biology Computational intelligence Computational linguistics Computational model Computed tomography Computer Vision Computer Vision for Biomedical Applications Computer graphics Computer graphics (images) Computer hardware Computer network Computer science Computer security Computer stereo vision Computer vision Concatenation (mathematics) Conceptual design Conceptual framework Conceptual metaphor Conceptual model Condensed matter physics Conformal map Confounding Confusion Consensus algorithm Consistency (knowledge bases) Construct (python library) Consumption (sociology) Contact tracing Context (archaeology) Context model Contextual image classification Continuous wavelet transform Contrast (vision) ConvLSTM ConvNeXt Convex hull Convex set Convolution (computer science) Convolutional neural network Coping (psychology) Core (optical fiber) Coronavirus disease 2019 (COVID-19) Corporate governance Correctness Cosine similarity Cosmic Inflation Cosmology Course (navigation) Cover (algebra) Craving Credit card Credit enhancement Credit history Credit rating Credit reference Credit risk Critical section Cross-Platform App/Website Development Cultural assimilation Culturally appropriate Cuprate Currency Curse of dimensionality Curvature Custodians Custom Hardware for Artificial Intelligence/Machine Learning/Deep learning Cybernetics DC component DDoS attacks DRIVE dataset DSM-5 Dance Dark Matter & Dark Energy Data Analytics Data Mining Data Science Data access Data analysis Data collection Data definition language Data governance Data mining Data modeling Data quality Data science Data set Data stream Database Database transaction De Sitter space De Sitter universe DeBERTa Debt Decision support system Decision tree Decoding methods Deep Learning Deep Web Deep learning Deep learning for biomedical signal analysis (EEG, ECG, EMG) DeepLabV3+ Degree (music) Demand forecasting Dempster-Shafer theory Denial-of-service attack DenseNet DenseNet121 Dependency (UML) Depression (economics) Dermatology Detection theory Detector Developing country Development Economics Dhaka Dhaka Metropolitan Area Diabetes mellitus Diabetic foot Diabetic foot ulcer Diagnostic accuracy Diagram Dice coefficient Diffusion Diffusion theory Digit recognition Digital Bangladesh Digital Health Digital Health & Health Informatics Digital data Digital divide Digital health Digital image Dimension (graph theory) Dimensionality reduction Disabled people Disconnection Discrete wavelet transform Discretization Discretization of continuous features Discriminative model Disease Distributed algorithm Distributed computing Distribution (mathematics) Division (mathematics) Doc2Vec Domain (mathematical analysis) Drug Duration (music) ECG anomaly detection ECG classification ECG images ECG signals EEG EEG artifact removal EEG biomarkers EEG classification EEG dataset EEG signal processing EEG signals EMG artifacts Ecology Economic geography Economic indicator Economic shortage Economics Ecosystem EfficientDet EfficientNet EfficientNet-B1 EfficientNet-B2 EfficientNetB0 EfficientNetB3 Eigenface Electricity Electricity generation Electroencephalography Electromagnetic radiation Electromagnetic shielding Electromyography Electronic engineering Electronic equipment Electronic waste Electrooculography Embedded Systems & Edge AI Embedded system Embedding Emotion recognition Emotional valence Emotiv EPOC Empatica E4 Empirical research Encoder Encoding (memory) Energy consumption Energy source Enforcement Engineering Engineering drawing Enhanced Data Rates for GSM Evolution Ensembl Ensemble learning Entertainment Entropy (arrow of time) Environmental economics Environmental health Environmental planning Environmental resource management Environmental science Equifax Equivariant map Ethereum smart contracts Ethical and Legal Aspects in HCI Ethnic group Evolutionary Computation Explainable AI Exploit Expression (computer science) Extended Reality Extraction (chemistry) Eye movement Eye tracking F1 score FER2013 dataset FLAIR Face (sociological concept) Face detection Facebook Messenger Facebook groups Facebook posts Facial expression Facial recognition system Family medicine Fanaroff-Riley classification Faster R-CNN Feature (linguistics) Feature detection (computer vision) Feature extraction Feature learning Feature selection Feature vector Federated Learning Federated learning Feeling Fermi surface Fidelity Field (mathematics) Filter (signal processing) Finance
35 projects
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Research
Projects Ongoing and completed research projects across our wings.
All Wings AI/ML HCI DS ComPAs ComBio IPT WiSE NEST MIRA BISPL
All Keywords 10-fold cross-validation 12-lead ECG 2019-20 coronavirus outbreak 3D MRI 3D localization 3D motion capture 3D rendering 3D user interface AI & Machine Learning for Healthcare AI Agents AI adoption barriers AI chatbots AI ethics AI ethics education AI for Impact AI for Public Health AI for Social Good AI-based educational tools AKA ARIMA ATM card Absorption (acoustics) Acceleration Accelerometer Accessibility Accountability Accretion and Relativistic Jet Physics Acoustics Action (physics) Action recognition Active Galaxies Active galactic nucleus Active vision Activity recognition Ad hoc wireless distribution service AdS space AdS/CFT correspondence AdS4 black holes AdaBoost Adaptability Adaptation (eye) Adaptive quality of service multi-hop routing Addiction Adversarial system Affect (linguistics) Affective Computing Agentic AI Aggregate (composite) Agricultural economics Agricultural engineering Air pollutants Air pollution Air quality index Algorithm Allergen Amateur Amazon EC2 Amazon Web Services American Sign Language Analogy Analytics Android Android (operating system) Android application Android smartphone application Angular momentum Anisotropy Annotation Anomaly (physics) Anomaly detection Anti-de Sitter space Anxiety Applied psychology AraBERT Arabic Arabic language Arabic language processing Arabic text classification Architecture Arduino Arousal Artificial Intelligence Artificial Intelligence System Design Artificial intelligence Artificial neural network Asset (computer security) Assistive Technology Assistive technology Association (psychology) Asthma Astronomy Astrostatistics & Machine Learning Asynchronous communication Attention U-Net Attention span Audiology Audit Augmented Reality Authentication (law) Authorship attribution Autoencoder Automatic image annotation Automatic summarization Automation Automotive industry Autonomic nervous system Autoregressive integrated moving average BERT BP neural network BRATS dataset BSDS500 BUSI dataset BYOL Background subtraction Backpropagation Bag-of-words model Bandwidth (computing) Bandwidth allocation Bangla script Bangla text BanglaBERT Bangladesh Bangladeshi children Bangladeshi culture Bangladeshi population Bangladeshi women Basis (linear algebra) Battery (electricity) Bayes' theorem Bayesian hyperparameter optimization Beat (acoustics) Bekenstein-Hawking entropy Benchmark (surveying) Benchmarking Bengali Bengali language Bengali text Bent molecular geometry BiLSTM Big Data Binary classification Binary image Binary number Binary tree Biodiversity Bioinformatics Biology Biomedical Biomedical Informatics Biomedical Signal & Medical Image Processing Biomedical Signal Processing Biometrics Biotope Birth weight Black Holes Black hole (networking) Black hole thermodynamics Blender Blight Blockchain Bloom Bloom's taxonomy Bluetooth Bluetooth security Boosting (machine learning) Bottleneck Boundary (topology) Bounding overwatch Brain Computer Interface Brain activity and meditation Brain tumor Brain–computer interface Breast cancer Bridging (networking) Brightness Broadband Burnout Business Byte CAD CAN bus CBAM CBOW CLAHE CLIP CNN architecture comparison CNN-LSTM hybrid model CNN-Transformer hybrid COVID-19 pandemic COVID-19 patients COVID-19 recovery CT CTGAN Calibration Cancer Carbon credit Carbon market Cartography CatBoost Categorization Cellular network Cerebral arteries Cerebral blood flow Chakma people Channel (broadcasting) Channel state information Character (mathematics) Charge (physics) ChatGPT Chatbot CheXNet Chebyshev filter Chebyshev polynomials Chern-Simons theory Choreography Cigarette smoking Citizen journalism Class (philosophy) Classical mechanics Classifier (UML) Clef Climate change mitigation Clinical psychology Closed captioning Cloud computing Cloud/Edge Computing Cluster analysis Coaching Code (set theory) Cognition Cognitive & Vision Science Cognitive neuroscience Cognitive neuroscience of visual object recognition Cognitive psychology Coherence (philosophical gambling strategy) Collaborative filtering Collateral Collision avoidance Color histogram Color image Color space Complex fracture Component (thermodynamics) Compound Comprehension Computation Computational Biology Computational Neuroscience Computational Social Science Computational and Structural Biology Computational biology Computational intelligence Computational linguistics Computational model Computed tomography Computer Vision Computer Vision for Biomedical Applications Computer graphics Computer graphics (images) Computer hardware Computer network Computer science Computer security Computer stereo vision Computer vision Concatenation (mathematics) Conceptual design Conceptual framework Conceptual metaphor Conceptual model Condensed matter physics Conformal map Confounding Confusion Consensus algorithm Consistency (knowledge bases) Construct (python library) Consumption (sociology) Contact tracing Context (archaeology) Context model Contextual image classification Continuous wavelet transform Contrast (vision) ConvLSTM ConvNeXt Convex hull Convex set Convolution (computer science) Convolutional neural network Coping (psychology) Core (optical fiber) Coronavirus disease 2019 (COVID-19) Corporate governance Correctness Cosine similarity Cosmic Inflation Cosmology Course (navigation) Cover (algebra) Craving Credit card Credit enhancement Credit history Credit rating Credit reference Credit risk Critical section Cross-Platform App/Website Development Cultural assimilation Culturally appropriate Cuprate Currency Curse of dimensionality Curvature Custodians Custom Hardware for Artificial Intelligence/Machine Learning/Deep learning Cybernetics DC component DDoS attacks DRIVE dataset DSM-5 Dance Dark Matter & Dark Energy Data Analytics Data Mining Data Science Data access Data analysis Data collection Data definition language Data governance Data mining Data modeling Data quality Data science Data set Data stream Database Database transaction De Sitter space De Sitter universe DeBERTa Debt Decision support system Decision tree Decoding methods Deep Learning Deep Web Deep learning Deep learning for biomedical signal analysis (EEG, ECG, EMG) DeepLabV3+ Degree (music) Demand forecasting Dempster-Shafer theory Denial-of-service attack DenseNet DenseNet121 Dependency (UML) Depression (economics) Dermatology Detection theory Detector Developing country Development Economics Dhaka Dhaka Metropolitan Area Diabetes mellitus Diabetic foot Diabetic foot ulcer Diagnostic accuracy Diagram Dice coefficient Diffusion Diffusion theory Digit recognition Digital Bangladesh Digital Health Digital Health & Health Informatics Digital data Digital divide Digital health Digital image Dimension (graph theory) Dimensionality reduction Disabled people Disconnection Discrete wavelet transform Discretization Discretization of continuous features Discriminative model Disease Distributed algorithm Distributed computing Distribution (mathematics) Division (mathematics) Doc2Vec Domain (mathematical analysis) Drug Duration (music) ECG anomaly detection ECG classification ECG images ECG signals EEG EEG artifact removal EEG biomarkers EEG classification EEG dataset EEG signal processing EEG signals EMG artifacts Ecology Economic geography Economic indicator Economic shortage Economics Ecosystem EfficientDet EfficientNet EfficientNet-B1 EfficientNet-B2 EfficientNetB0 EfficientNetB3 Eigenface Electricity Electricity generation Electroencephalography Electromagnetic radiation Electromagnetic shielding Electromyography Electronic engineering Electronic equipment Electronic waste Electrooculography Embedded Systems & Edge AI Embedded system Embedding Emotion recognition Emotional valence Emotiv EPOC Empatica E4 Empirical research Encoder Encoding (memory) Energy consumption Energy source Enforcement Engineering Engineering drawing Enhanced Data Rates for GSM Evolution Ensembl Ensemble learning Entertainment Entropy (arrow of time) Environmental economics Environmental health Environmental planning Environmental resource management Environmental science Equifax Equivariant map Ethereum smart contracts Ethical and Legal Aspects in HCI Ethnic group Evolutionary Computation Explainable AI Exploit Expression (computer science) Extended Reality Extraction (chemistry) Eye movement Eye tracking F1 score FER2013 dataset FLAIR Face (sociological concept) Face detection Facebook Messenger Facebook groups Facebook posts Facial expression Facial recognition system Family medicine Fanaroff-Riley classification Faster R-CNN Feature (linguistics) Feature detection (computer vision) Feature extraction Feature learning Feature selection Feature vector Federated Learning Federated learning Feeling Fermi surface Fidelity Field (mathematics) Filter (signal processing) Finance
4 projects
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Project list MIRA
2025
Detection-Guided Kidney Abnormality Segmentation Tumors and cysts are two major kidney abnormalities which can lead to cancer if left undetected and untreated timely. The current diagnostic process depend on computed tomography (CT) scan screening…
