Team CNLP-NITS-PP at PAN: Advancing Generative AI Detection: Mixture of Experts with Transformer Models. - Lekkala Sai Teja; Annepaka Yadagiri; Partha Pakray (CLEF (Working Notes), 2025)

Team Detox at PAN: Multilingual Text Detoxification using LLM. - Siva Gopala Krishna Nuthakki; Lekkala Sai Teja; Atul Mishra (CLEF (Working Notes), 2025)

nits_teja_srikar at GenAI Detection Task 2: Distinguishing Human and AI-Generated Essays Using Machine Learning and Transformer Models. - Lekkala Sai Teja; Annepaka Yadagiri; Mangadoddi Srikar Vardhan; Partha Pakray (COLING Workshops, 2025)

CNLP-NITS-PP at GenAI Detection Task 3: Cross-Domain Machine-Generated Text Detection Using DistilBERT Techniques. - Lekkala Sai Teja; Annepaka Yadagiri; Mangadoddi Srikar Vardhan; Partha Pakray (COLING Workshops, 2025)

CNLP-NITS-PP at GenAI Detection Task 1: AI-Generated Text Using Transformer-Based Approaches. - Annepaka Yadagiri; Lekkala Sai Teja; Mandadoddi Srikar Vardhan; Partha Pakray; Reddi Krishna (COLING Workshops, 2025)

Fine-Grained Detection of AI-Generated Text Using Sentence-Level Segmentation. - Lekkala Sai Teja; Annepaka Yadagiri; Partha Pakray; Chukhu Chunka; Mangadoddi Srikar Vardhan (IJCNLP-AACL (Findings), 2025)

Detecting AI-Generated Text Using Machine Learning and Deep Learning Approaches. - Annepaka Yadagiri; Lekkala Sai Teja; Partha Pakray; Chukhu Chunka (Computación y Sistemas (CyS), 2025)

Mixture of Detectors: A Compact View of Machine-Generated Text Detection. - Lekkala Sai Teja; Annepaka Yadagiri; Arun Kumar Challa; Samatha Reddy Machireddy; Partha Pakray; Chukhu Chunka (CoRR, 2025)

Modeling the Attack: Detecting AI-Generated Text by Quantifying Adversarial Perturbations. - Lekkala Sai Teja; Annepaka Yadagiri; Sangam Sai Anish; Siva Gopala Krishna Nuthakki; Partha Pakray (CoRR, 2025)

DAMASHA: Detecting AI in Mixed Adversarial Texts via Segmentation with Human-interpretable Attribution. - Lekkala Sai Teja; Siva Gopala Krishna Nuthakki; Ufaq Khan; Muhammad Haris Khan; Partha Pakray; Atul Mishra (CoRR, 2025)

DAMASHA: Detecting AI in Mixed Adversarial Texts via Segmentation with Human-interpretable Attribution. - Lekkala Sai Teja; Siva Gopala Krishna Nuthakki; Ufaq Khan; Muhammad Haris Khan; Atul Mishra (EACL (Findings), 2026)

AGIC: Attention-Guided Image Captioning to Improve Caption Relevance. - Lekkala Sai Teja; Ashok Urlana; Pruthwik Mishra (EACL (Findings), 2026)

Disentangling Direction and Magnitude in Transformer Representations: A Double Dissociation Through L2-Matched Perturbation Analysis. - Mangadoddi Srikar Vardhan; Lekkala Sai Teja (CoRR, 2026)

AURORA: Adaptive Unified Representation for Robust Ultrasound Analysis. - Ufaq Khan; Lekkala Sai Teja; Ayuba Shakiru; Mai A. Shaaban; Yutong Xie 001; Muhammad Bilal; Muhammad Haris Khan (CoRR, 2026)