Ibne Farabi Shihab

39 papers A* 2A 1Journal 32Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Adaptive Constraint Propagation: Scaling Structured Inference for Large Language Models via Meta-Reinforcement Learning. CoRR Ibne Farabi Shihab, Sanjeda Akter, Anuj Sharma
2026	J	`jnl`	Beyond Accuracy: A Unified Random Matrix Theory Diagnostic Framework for Crash Classification Models. CoRR Ibne Farabi Shihab, Sanjeda Akter, Anuj Sharma
2026	J	`jnl`	Beyond Variance: Knowledge-Aware LLM Compression via Fisher-Aligned Subspace Diagnostics. CoRR Ibne Farabi Shihab, Sanjeda Akter, Anuj Sharma
2026	J	`jnl`	CalPro: Prior-Aware Evidential-Conformal Prediction with Structure-Aware Guarantees for Protein Structures. CoRR Ibne Farabi Shihab, Sanjeda Akter, Anuj Sharma
2026	J	`jnl`	Calibrated Adaptation: Bayesian Stiefel Manifold Priors for Reliable Parameter-Efficient Fine-Tuning. CoRR Ibne Farabi Shihab, Sanjeda Akter, Anuj Sharma
2026	J	`jnl`	Certificate-Guided Pruning for Stochastic Lipschitz Optimization. CoRR Ibne Farabi Shihab, Sanjeda Akter, Anuj Sharma
2026	J	`jnl`	Grassmannian Mixture-of-Experts: Concentration-Controlled Routing on Subspace Manifolds. CoRR Ibne Farabi Shihab, Sanjeda Akter, Anuj Sharma
2026	J	`jnl`	Learning to Forget Attention: Memory Consolidation for Adaptive Compute Reduction. CoRR Ibne Farabi Shihab, Sanjeda Akter, Anuj Sharma
2026	J	`jnl`	On the Sparsifiability of Correlation Clustering: Approximation Guarantees under Edge Sampling. CoRR Ibne Farabi Shihab, Sanjeda Akter, Anuj Sharma
2025	—	`conf`	Accuracy is Not Agreement: Expert-Aligned Evaluation of Crash Narrative Classification Models. ITSC Sudesh Ramesh Bhagat, Ibne Farabi Shihab, Jonathan Wood, Anuj Sharma
2025	J	`jnl`	Accuracy is Not Agreement: Expert-Aligned Evaluation of Crash Narrative Classification Models. CoRR Sudesh Ramesh Bhagat, Ibne Farabi Shihab, Anuj Sharma
2025	A*	`conf`	Cache-Efficient Posterior Sampling for Reinforcement Learning with LLM-Derived Priors Across Discrete and Continuous Domains. EMNLP Ibne Farabi Shihab, Sanjeda Akter, Anuj Sharma
2025	J	`jnl`	Cache-Efficient Posterior Sampling for Reinforcement Learning with LLM-Derived Priors Across Discrete and Continuous Domains. CoRR Ibne Farabi Shihab, Sanjeda Akter, Anuj Sharma
2025	J	`jnl`	Calibrated and Resource-Aware Super-Resolution for Reliable Driver Behavior Analysis. CoRR Ibne Farabi Shihab, Weiheng Chai, Jiyang Wang, Sanjeda Akter, Senem Velipasalar Gursoy, Anuj Sharma
2025	—	`conf`	ClearVision: Leveraging CycleGAN and SigLIP-2 for Robust All-Weather Classification in Traffic Camera Imagery. ITSC Anush Lakshman Sivaraman, Kojo Konadu Adu-Gyamfi, Ibne Farabi Shihab, Anuj Sharma
2025	J	`jnl`	ClearVision: Leveraging CycleGAN and SigLIP-2 for Robust All-Weather Classification in Traffic Camera Imagery. CoRR Anush Lakshman Sivaraman, Kojo Konadu Adu-Gyamfi, Ibne Farabi Shihab, Anuj Sharma
2025	J	`jnl`	Crash Time Matters: HybridMamba for Fine-Grained Temporal Localization in Traffic Surveillance Footage. CoRR Ibne Farabi Shihab, Anuj Sharma
2025	J	`jnl`	Detecting and Mitigating Reward Hacking in Reinforcement Learning Systems: A Comprehensive Empirical Study. CoRR Ibne Farabi Shihab, Sanjeda Akter, Anuj Sharma
2025	J	`jnl`	Differentiable Entropy Regularization for Geometry and Neural Networks. CoRR Ibne Farabi Shihab, Sanjeda Akter, Anuj Sharma
2025	A*	`conf`	Efficient Unstructured Pruning of Mamba State-Space Models for Resource-Constrained Environments. EMNLP Ibne Farabi Shihab, Sanjeda Akter, Anuj Sharma
2025	J	`jnl`	Efficient Unstructured Pruning of Mamba State-Space Models for Resource-Constrained Environments. CoRR Ibne Farabi Shihab, Sanjeda Akter, Anuj Sharma
2025	A	`conf`	HMAE: Self-Supervised Few-Shot Learning for Quantum Spin Systems. ECAI Ibne Farabi Shihab, Sanjeda Akter, Anuj Sharma
2025	J	`jnl`	HMAE: Self-Supervised Few-Shot Learning for Quantum Spin Systems. CoRR Ibne Farabi Shihab, Sanjeda Akter, Anuj Sharma
2025	J	`jnl`	Heart rate and respiratory rate prediction from noisy real-world smartphone based on Deep Learning methods. CoRR Ibne Farabi Shihab
2025	J	`jnl`	Identification of Potentially Misclassified Crash Narratives using Machine Learning (ML) and Deep Learning (DL). CoRR Sudesh Ramesh Bhagat, Ibne Farabi Shihab, Jonathan Wood
2025	J	`jnl`	Image Segmentation with Large Language Models: A Survey with Perspectives for Intelligent Transportation Systems. CoRR Sanjeda Akter, Ibne Farabi Shihab, Anuj Sharma
2025	J	`jnl`	Inducing Faithfulness in Structured Reasoning via Counterfactual Sensitivity. CoRR Sanjeda Akter, Ibne Farabi Shihab, Anuj Sharma
2025	J	`jnl`	LLM-Guided Probabilistic Fusion for Label-Efficient Document Layout Analysis. CoRR Ibne Farabi Shihab, Sanjeda Akter, Anuj Sharma
2025	J	`jnl`	Large Language Models for Crash Detection in Video: A Survey of Methods, Datasets, and Challenges. CoRR Sanjeda Akter, Ibne Farabi Shihab, Anuj Sharma
2025	J	`jnl`	MAGNET-KG: Maximum-Entropy Geometric Networks for Temporal Knowledge Graphs: Theoretical Foundations and Mathematical Framework. CoRR Ibne Farabi Shihab
2025	J	`jnl`	Selective Risk Certification for LLM Outputs via Information-Lift Statistics: PAC-Bayes, Robustness, and Skeleton Design. CoRR Sanjeda Akter, Ibne Farabi Shihab, Anuj Sharma
2025	J	`jnl`	Temporal Zoom Networks: Distance Regression and Continuous Depth for Efficient Action Localization. CoRR Ibne Farabi Shihab, Sanjeda Akter, Anuj Sharma
2025	J	`jnl`	Unlocking Insights Addressing Alcohol Inference Mismatch through Database-Narrative Alignment. CoRR Sudesh Ramesh Bhagat, Kandiboina Raghupathi, Ibne Farabi Shihab, Skylar Knickerbocker, Neal Hawkins, Anuj Sharma
2025	J	`jnl`	Valid Stopping for LLM Generation via Empirical Dynamic Formal Lift. CoRR Sanjeda Akter, Ibne Farabi Shihab, Anuj Sharma
2025	J	`jnl`	What Fundamental Structure in Reward Functions Enables Efficient Sparse-Reward Learning? CoRR Ibne Farabi Shihab, Sanjeda Akter, Anuj Sharma
2024	—	`conf`	DeepLocalization: Using change point detection for Temporal Action Localization. CVPR Workshops Mohammed Shaiqur Rahman, Ibne Farabi Shihab, Lynna Chu, Anuj Sharma
2024	J	`jnl`	DeepLocalization: Using change point detection for Temporal Action Localization. CoRR Mohammed Shaiqur Rahman, Ibne Farabi Shihab, Lynna Chu, Anuj Sharma
2024	J	`jnl`	Precise and Robust Sidewalk Detection: Leveraging Ensemble Learning to Surpass LLM Limitations in Urban Environments. CoRR Ibne Farabi Shihab, Benjir Islam Alvee, Sudesh Ramesh Bhagat, Anuj Sharma
2023	—	`conf`	Robust and Precise Sidewalk Detection with Ensemble Learning: Enhancing Road Safety and Facilitating Curb Space Management. ITSC Ibne Farabi Shihab, Sudesh Ramesh Bhagat, Anuj Sharma