Publications

You can also find my publications on Google Scholar.

2025 -

Pre-Deployment Complexity Estimation for Federated Perception Systems [URL] [PDF]
KMA Solaiman*, Shafkat Islam*, Ruy De Oliveira, Bharat Bhargava
Accepted at Edge AI 2026
Preprint Novelties in Learning Algorithms

TRIAGE-M: Triage from MIMIC — Emergency Triage Benchmark bridging Hospital-Rich and MCI-Like Field Simulation [URL] [PDF] [OpenReview]
Joshua Sebastian, Karma Tobden, and KMA Solaiman
Peer-reviewed at NeurIPS GenAI4Health 2025
Preprint Human-aligned Systems

BiasLab: Toward Explainable Political Bias Detection with Dual-Axis Annotations and Rationale Indicators [URL] [PDF] [Poster]
KMA Solaiman
Peer reviewed, Accepted and Presented at ICML MoFA 2025
Poster Human-aligned Systems

BoardVision: Deployment-ready and Robust Motherboard Defect Detection with Ensemble [PDF] [Poster]
Brandon Hill, KMA Solaiman
Peer-reviewed at WACV Applications Track 2026 ; Presented at UMBC CSEE Research Day 2025
Poster Novelty Aware System

NovASGrid: Novelty-Aware Smart-Grid Resilience
KMA Solaiman
Preprint, 2025
Preprint Novelty Aware System

2021 - 2024

Multimodal Information Retrieval for Open World with Edit Distance Weak Supervision [PDF] [Previous Version]
K.M.A. Solaiman* and Bharat Bhargava
Submitted to ICDE 2024 ; SIGMOD'23
Preprint Multimodal Information Retrieval

Applying Machine Learning and Data Fusion to the “Missing Person” Problem [URL] [PDF] [Video]
K.M.A. Solaiman, Tao Sun, Alina Nesen, Bharat Bhargava, Michael Stonebraker
IEEE Computer 2022
Journal Multimodal Information Retrieval

Open-Learning Framework for Multi-modal Information Retrieval with Weakly Supervised Joint Embedding [PDF]
KMA Solaiman and Bharat Bhargava
AAAI Spring Symposium 2022
Symposium Multimodal Information Retrieval

Measurement of Novelty Difficulty in Monopoly [PDF]
KMA Solaiman and Bharat Bhargava
AAAI Spring Symposium 2022
Symposium Novelties in Learning Algorithms

Dataset Augmentation with Generated Novelties [URL] [PDF]
Alina Nesen, K.M.A. Solaiman, and Bharat Bhargava
TransAI 2021
Conference Novelties in Learning Algorithms

2019 - 2020

Surveillance Video Querying With A Human-in-the-Loop [PDF] [Video]
Michael Stonebraker, Bharat Bhargava, Michael Cafarella, Zachary Collins, Jenna McClellan, Aaron Sipser, Tao Sun, Alina Nesen, KMA Solaiman, Ganapathy Mani, Kevin Kochpatcharin, Pelin Angin, and James MacDonald
HILDA@SIGMOD 2020
Workshop Multimodal Information Retrieval

SKOD: A Framework for Situational Knowledge on Demand [URL] [PDF] [Video] [Presentation]
Servio Palacios*, KMA Solaiman*, Pelin Angin, Alina Nesen, Bharat Bhargava, Zachary Collins, Aaron Sipser, Michael Stonebraker, and James Macdonald
POLY@VLDB 2019
Workshop Multimodal Information Retrieval

Multi-modal Information Retrieval via Joint Embedding [URL] [Poster]
KMA Solaiman and Bharat Bhargava
NGC TechFest 2019
Poster Multimodal Information Retrieval

UNDERGRADUATE RESEARCH

Minimal Parameter Clustering of Complex Shape Dataset with High Dimensional Dataset Compatibility (MPCACS) [URL] [Poster]
Ahmed Al Muzaddid, KMA Solaiman
BUET Thesis Poster Presentation 2014
Poster Unsupervised Learning

AVRA Bangladesh collection, analysis & visualization of road accident data in Bangladesh [URL] [PDF]
K. M. A. Solaiman, Md. Mustafizur Rahman, Nashid Shahriar
ICIEV 2013
Conference Human-Centered Decision Systems

DISSERTATIONS

Multimodal Data Management in Open-world Environment [URL] [PDF]
KMA Solaiman
Purdue University 2023
PhD Thesis Multimodal Information Retrieval

Minimal Parameter Clustering of Complex Shaped & Different Sized Dataset with Noise & Outlier Handling (MPCACS) [PDF]
K. M. A. Solaiman, Ahmed Al Muzaddid
Bangladesh University of Engineering & Technology (BUET) 2014
BSc Thesis Unsupervised Learning