Robust Intelligent Systems Lab

non-profit

https://muzammal-naseer.com/

RISys-Lab

Activity Feed

AI & ML interests

None defined yet.

Recent Activity

fesvhtr updated a dataset 1 day ago

RISys-Lab/LingT2I

fesvhtr updated a collection 2 days ago

ReasonCLIP Data

fesvhtr updated a dataset 3 days ago

RISys-Lab/ReasonCLIPPro-16M

View all activity

Papers

RedSage: A Cybersecurity Generalist LLM

View all Papers

RISys-Lab 's collections 7

SPARROW Models and Datasets

List of released models and datasets of "SPARROW: Learning Spatial Precision and Temporal Referential Consistency in Pixel-Grounded Video MLLMs"

RISys-Lab/sparrow-dataset

Updated Apr 26 • 27
RISys-Lab/sparrow-det-pretrain

Updated Mar 12
RISys-Lab/sparrow-finetune

Updated Mar 30 • 7
RISys-Lab/sparrow-finetune-davis17

Updated Mar 15 • 6

RedSage Benchmarks

List of Cybersecurity Benchmarks Datasets.

RISys-Lab/Benchmarks_CyberSec_RedSageMCQ

Viewer • Updated Jan 26 • 60.1k • 151
RISys-Lab/Benchmarks_CyberSec_CyberMetrics

Viewer • Updated Jan 21 • 12.8k • 434
RISys-Lab/Benchmarks_CyberSec_CTI-Bench

Viewer • Updated Jan 26 • 4.56k • 183
RISys-Lab/Benchmarks_CyberSec_SECURE

Viewer • Updated Jan 22 • 4.07k • 82

TRIG Benchmark

Benchmarks for Evaluating Trade-offs in Image Generation (ICCV 2025, ACMMM 2026)

RISys-Lab/TRIG

Viewer • Updated Apr 24 • 40.2k • 74 • 1
RISys-Lab/LingT2I

Viewer • Updated 1 day ago • 33k • 26
RISys-Lab/FLUX_FT_LoRA_TRIG_epoch10

Updated Sep 16, 2025
RISys-Lab/flux-ft-ds

Viewer • Updated May 14, 2025 • 1.65k • 15

ReasonCLIP Models

Visually Grounded Commonsense Reasoning Supervision for CLIP (ECCV 2026)

RISys-Lab/ReasonCLIP-B32-S1

Zero-Shot Image Classification • 0.2B • Updated 6 days ago • 67
RISys-Lab/ReasonCLIP-L14-224-S1

Zero-Shot Image Classification • 0.4B • Updated 6 days ago • 79
RISys-Lab/ReasonCLIP-L14-336-S1

Zero-Shot Image Classification • 0.4B • Updated 6 days ago • 79
RISys-Lab/ReasonSigLIP-So14-384-S2

Zero-Shot Image Classification • 0.9B • Updated 6 days ago • 75

RedSage Models

Continued Pretraining and Post-trained RedSage Models.

RISys-Lab/RedSage-Qwen3-8B-DPO

Text Generation • 8B • Updated Feb 9 • 1.08k • • 10
RISys-Lab/RedSage-Qwen3-8B-Ins

Text Generation • 8B • Updated Feb 9 • 432 • 2
RISys-Lab/RedSage-Qwen3-8B-Base

Text Generation • 8B • Updated Feb 9 • 72
RISys-Lab/RedSage-Qwen3-8B-CFW

Text Generation • 8B • Updated Feb 9 • 24 • 1

RedSage Datasets

List of RedSage Datasets (Coming Soon)

RISys-Lab/RedSage-CFW

Viewer • Updated Feb 5 • 13.2M • 169 • 1
RISys-Lab/RedSage-Seed

Viewer • Updated Apr 24 • 61.3k • 63 • 1
RISys-Lab/RedSage-Conv

Viewer • Updated Apr 24 • 531k • 66
RedSage: A Cybersecurity Generalist LLM

Paper • 2601.22159 • Published Jan 29 • 2

ReasonCLIP Data

Visually Grounded Commonsense Reasoning Supervision for CLIP (ECCV 2026)

RISys-Lab/RCLIP-Bench

Viewer • Updated 14 days ago • 15k • 74
RISys-Lab/ReasonCLIPLite-42M

Viewer • Updated 3 days ago • 4.67M • 74
RISys-Lab/ReasonCLIPPro-16M

Viewer • Updated 3 days ago • 33.1M • 217
RISys-Lab/CC12M-Refined

Viewer • Updated 11 days ago • 10.4M • 99

SPARROW Models and Datasets

List of released models and datasets of "SPARROW: Learning Spatial Precision and Temporal Referential Consistency in Pixel-Grounded Video MLLMs"

RISys-Lab/sparrow-dataset

Updated Apr 26 • 27
RISys-Lab/sparrow-det-pretrain

Updated Mar 12
RISys-Lab/sparrow-finetune

Updated Mar 30 • 7
RISys-Lab/sparrow-finetune-davis17

Updated Mar 15 • 6

RedSage Models

Continued Pretraining and Post-trained RedSage Models.

RISys-Lab/RedSage-Qwen3-8B-DPO

Text Generation • 8B • Updated Feb 9 • 1.08k • • 10
RISys-Lab/RedSage-Qwen3-8B-Ins

Text Generation • 8B • Updated Feb 9 • 432 • 2
RISys-Lab/RedSage-Qwen3-8B-Base

Text Generation • 8B • Updated Feb 9 • 72
RISys-Lab/RedSage-Qwen3-8B-CFW

Text Generation • 8B • Updated Feb 9 • 24 • 1

RedSage Benchmarks

List of Cybersecurity Benchmarks Datasets.

RISys-Lab/Benchmarks_CyberSec_RedSageMCQ

Viewer • Updated Jan 26 • 60.1k • 151
RISys-Lab/Benchmarks_CyberSec_CyberMetrics

Viewer • Updated Jan 21 • 12.8k • 434
RISys-Lab/Benchmarks_CyberSec_CTI-Bench

Viewer • Updated Jan 26 • 4.56k • 183
RISys-Lab/Benchmarks_CyberSec_SECURE

Viewer • Updated Jan 22 • 4.07k • 82

RedSage Datasets

List of RedSage Datasets (Coming Soon)

RISys-Lab/RedSage-CFW

Viewer • Updated Feb 5 • 13.2M • 169 • 1
RISys-Lab/RedSage-Seed

Viewer • Updated Apr 24 • 61.3k • 63 • 1
RISys-Lab/RedSage-Conv

Viewer • Updated Apr 24 • 531k • 66
RedSage: A Cybersecurity Generalist LLM

Paper • 2601.22159 • Published Jan 29 • 2

TRIG Benchmark

Benchmarks for Evaluating Trade-offs in Image Generation (ICCV 2025, ACMMM 2026)

RISys-Lab/TRIG

Viewer • Updated Apr 24 • 40.2k • 74 • 1
RISys-Lab/LingT2I

Viewer • Updated 1 day ago • 33k • 26
RISys-Lab/FLUX_FT_LoRA_TRIG_epoch10

Updated Sep 16, 2025
RISys-Lab/flux-ft-ds

Viewer • Updated May 14, 2025 • 1.65k • 15

ReasonCLIP Data

Visually Grounded Commonsense Reasoning Supervision for CLIP (ECCV 2026)

RISys-Lab/RCLIP-Bench

Viewer • Updated 14 days ago • 15k • 74
RISys-Lab/ReasonCLIPLite-42M

Viewer • Updated 3 days ago • 4.67M • 74
RISys-Lab/ReasonCLIPPro-16M

Viewer • Updated 3 days ago • 33.1M • 217
RISys-Lab/CC12M-Refined

Viewer • Updated 11 days ago • 10.4M • 99

ReasonCLIP Models

Visually Grounded Commonsense Reasoning Supervision for CLIP (ECCV 2026)

RISys-Lab/ReasonCLIP-B32-S1

Zero-Shot Image Classification • 0.2B • Updated 6 days ago • 67
RISys-Lab/ReasonCLIP-L14-224-S1

Zero-Shot Image Classification • 0.4B • Updated 6 days ago • 79
RISys-Lab/ReasonCLIP-L14-336-S1

Zero-Shot Image Classification • 0.4B • Updated 6 days ago • 79
RISys-Lab/ReasonSigLIP-So14-384-S2

Zero-Shot Image Classification • 0.9B • Updated 6 days ago • 75

AI & ML interests

Recent Activity

Papers

Team members 6

RISys-Lab 's collections 7