publications

2027

1. CVPR

   Video Comprehension Score (VCS) and Benchmark (VCB) for Long-Form Paragraph-Level Video Description Evaluation

   Harsh Dubey, Mukhtiar Ali, Kwanghee Won, and 1 more author

   In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2027

   In preparation — targeting CVPR 2027 main conference

   Bib

   @inproceedings{dubey2027vcs,
     title = {Video Comprehension Score (VCS) and Benchmark (VCB) for Long-Form Paragraph-Level Video Description Evaluation},
     author = {Dubey, Harsh and Ali, Mukhtiar and Won, Kwanghee and Pack, Chulwoo},
     year = {2027},
     booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
     note = {In preparation — targeting CVPR 2027 main conference},
   }

2026

1. CVPR W

   

   Multi-Scale Encoding, Gated Fusion, and Temporal Context for Lightweight Wearable Stress Detection

   Mukhtiar Ali and Chulwoo Pack

   In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, Jun 2026

   Bib HTML PDF Code Poster

   @inproceedings{ali2026musdet,
     title = {Multi-Scale Encoding, Gated Fusion, and Temporal Context for Lightweight Wearable Stress Detection},
     author = {Ali, Mukhtiar and Pack, Chulwoo},
     year = {2026},
     month = jun,
     booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
     pages = {7454--7462},
   }

2. EvalMG

   

   CLIP-CC-Bench: Evaluating Paragraph-Level Video Descriptions in Video–Language Models

   Mukhtiar Ali, Harsh Dubey, Sugam Mishra, and 1 more author

   In Proceedings of the 2nd Workshop on Evaluation for Multimodal Generation (EvalMG @ ACM SIGIR). Dataset: CLIP-CC / HF , Jul 2026

   Long paper; presented at EvalMG 2026, Melbourne. Mukhtiar Ali, Harsh Dubey, and Sugam Mishra contributed equally

   arXiv Bib Code Website

   @inproceedings{ali2026clipccbench,
     title = {CLIP-CC-Bench: Evaluating Paragraph-Level Video Descriptions in Video--Language Models},
     author = {Ali, Mukhtiar and Dubey, Harsh and Mishra, Sugam and Pack, Chulwoo},
     year = {2026},
     month = jul,
     booktitle = {Proceedings of the 2nd Workshop on Evaluation for Multimodal Generation (EvalMG @ ACM SIGIR)},
     note = {Long paper; presented at EvalMG 2026, Melbourne. Mukhtiar Ali, Harsh Dubey, and Sugam Mishra contributed equally},
   }

3. KBS

   

   Trustworthy Multimodal Learning via Uncertainty-aware Feature Modulation and Reliability Auditing

   Seungpil Choi, Mukhtiar Ali, Chulwoo Pack, and 1 more author

   Knowledge-Based Systems (KBS), 2026

   Under review

   Bib

   @article{choi2026multimodalfusion,
     title = {Trustworthy Multimodal Learning via Uncertainty-aware Feature Modulation and Reliability Auditing},
     author = {Choi, Seungpil and Ali, Mukhtiar and Pack, Chulwoo and Lee, Eungjoo},
     year = {2026},
     journal = {Knowledge-Based Systems (KBS)},
     note = {Under review},
   }