Shayekh Islam
shayekh
AI & ML interests
Natural Language Processing, Reinforcement Learning
Recent Activity
liked a Space about 8 hours ago
ICML-2026-agent-repro/winner-submission updated a Space 8 days ago
shayekh/repro-unifying-low-dimensional-spectra-in-deep-learning published a Space 8 days ago
shayekh/repro-unifying-low-dimensional-spectra-in-deep-learningOrganizations
Maya [VLMs-4-All @ CVPR'25]
A Multilingual Vision Language Model @ CVPR 2025 Workshop - Vision Language Models For All
Global Exams: Bangladesh [ICLR'25 Spotlight](Localized MMLU)
Exams dataset in Bangladesh (Bengali, English)
Repro: Neural Logistic Bandits (ICML26)
Artifacts reproducing 'Neural Logistic Bandits' (Bae & Lee, ICML 2026, OpenReview vT5PBMLBvx).
Repro: IMPspec (ICML 2026 #16139)
Reproduction of Interventional Processes for Causal Uncertainty Quantification (BzG0xtGjjr)
Retrieval-Augmented Generation [EMNLP'24 Findings]
Artifacts for "Open-RAG: Enhanced Retrieval Augmented Reasoning with Open-Source Large Language Models" [EMNLP 2024 Findings]
Global Multimodal Exams:Bangladesh [ICLR'26](Localized MMMU)
Vision-language Exams dataset in Bangladesh (Bengali, English)
MM-Eval [VerifAI-2 @ ICLR'26]
A Multilingual Meta-Evaluation Benchmark for LLM-as-a-Judge and Reward Models
Repro: Attention Mean-Field Localization
ICML 2026 reproduction of arXiv:2601.21366 (rO2yyZiy4v)
Repro: Low Dim Spectra in Deep Learning
Independent reproduction of ICML 2026 #18106 (arXiv 2404.06106): deep UFM spectral theory + numerics. See the Trackio logbook Space.
M-RᴇᴡᴀʀᴅBᴇɴᴄʜ [ACL 2025 Main]
Retrieval-Augmented Generation [EMNLP'24 Findings]
Artifacts for "Open-RAG: Enhanced Retrieval Augmented Reasoning with Open-Source Large Language Models" [EMNLP 2024 Findings]
Maya [VLMs-4-All @ CVPR'25]
A Multilingual Vision Language Model @ CVPR 2025 Workshop - Vision Language Models For All
Global Multimodal Exams:Bangladesh [ICLR'26](Localized MMMU)
Vision-language Exams dataset in Bangladesh (Bengali, English)
Global Exams: Bangladesh [ICLR'25 Spotlight](Localized MMLU)
Exams dataset in Bangladesh (Bengali, English)
MM-Eval [VerifAI-2 @ ICLR'26]
A Multilingual Meta-Evaluation Benchmark for LLM-as-a-Judge and Reward Models
Repro: Neural Logistic Bandits (ICML26)
Artifacts reproducing 'Neural Logistic Bandits' (Bae & Lee, ICML 2026, OpenReview vT5PBMLBvx).
Repro: Attention Mean-Field Localization
ICML 2026 reproduction of arXiv:2601.21366 (rO2yyZiy4v)
Repro: IMPspec (ICML 2026 #16139)
Reproduction of Interventional Processes for Causal Uncertainty Quantification (BzG0xtGjjr)
Repro: Low Dim Spectra in Deep Learning
Independent reproduction of ICML 2026 #18106 (arXiv 2404.06106): deep UFM spectral theory + numerics. See the Trackio logbook Space.