DALE: Generative Data Augmentation for Low-Resource Legal NLP. - Sreyan Ghosh; Chandra Kiran Reddy Evuru; Sonal Kumar; Ramaneswaran S.; Sakshi Singh; Utkarsh Tyagi; Dinesh Manocha (EMNLP, 2023)

ASPIRE: Language-Guided Augmentation for Robust Image Classification. - Sreyan Ghosh; Chandra Kiran Reddy Evuru; Sonal Kumar; Utkarsh Tyagi; Sakshi Singh; Sanjoy Chowdhury; Dinesh Manocha (CoRR, 2023)

ASPIRE: Language-Guided Data Augmentation for Improving Robustness Against Spurious Correlations. - Sreyan Ghosh; Chandra Kiran Reddy Evuru; Sonal Kumar; Utkarsh Tyagi; S. Sakshi; Sanjoy Chowdhury; Dinesh Manocha (ACL (Findings), 2024)

ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions. - Sreyan Ghosh; Utkarsh Tyagi; Sonal Kumar; Chandra Kiran Reddy Evuru; Ramaneswaran S.; S. Sakshi; Dinesh Manocha (ACL (1), 2024)

GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities. - Sreyan Ghosh; Sonal Kumar; Ashish Seth; Chandra Kiran Reddy Evuru; Utkarsh Tyagi; S. Sakshi; Oriol Nieto; Ramani Duraiswami; Dinesh Manocha (EMNLP, 2024)

Recap: Retrieval-Augmented Audio Captioning. - Sreyan Ghosh; Sonal Kumar; Chandra Kiran Reddy Evuru; Ramani Duraiswami; Dinesh Manocha (ICASSP, 2024)

CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models. - Sreyan Ghosh; Ashish Seth; Sonal Kumar; Utkarsh Tyagi; Chandra Kiran Reddy Evuru; Ramaneswaran S.; Sakshi Singh; Oriol Nieto; Ramani Duraiswami; Dinesh Manocha (ICLR, 2024)

A Closer Look at the Limitations of Instruction Tuning. - Sreyan Ghosh; Chandra Kiran Reddy Evuru; Sonal Kumar; Ramaneswaran S.; Deepali Aneja; Zeyu Jin; Ramani Duraiswami; Dinesh Manocha (ICML, 2024)

CoDa: Constrained Generation based Data Augmentation for Low-Resource NLP. - Chandra Kiran Reddy Evuru; Sreyan Ghosh; Sonal Kumar; Ramaneswaran S.; Utkarsh Tyagi; Dinesh Manocha (NAACL-HLT (Findings), 2024)

VDGD: Mitigating LVLM Hallucinations in Cognitive Prompts by Bridging the Visual Perception Gap. - Sreyan Ghosh; Chandra Kiran Reddy Evuru; Sonal Kumar; Utkarsh Tyagi; Oriol Nieto; Zeyu Jin; Dinesh Manocha (CoRR, 2024)

ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions. - Sreyan Ghosh; Utkarsh Tyagi; Sonal Kumar; Chandra Kiran Reddy Evuru; S. Ramaneswaran; Sakshi Singh; Dinesh Manocha (CoRR, 2024)

GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities. - Sreyan Ghosh; Sonal Kumar; Ashish Seth; Chandra Kiran Reddy Evuru; Utkarsh Tyagi; Sakshi Singh; Oriol Nieto; Ramani Duraiswami; Dinesh Manocha (CoRR, 2024)

ReCLAP: Improving Zero Shot Audio Classification by Describing Sounds. - Sreyan Ghosh; Sonal Kumar; Chandra Kiran Reddy Evuru; Oriol Nieto; Ramani Duraiswami; Dinesh Manocha (ICASSP, 2025)

Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs. - Sreyan Ghosh; Chandra Kiran Reddy Evuru; Sonal Kumar; Utkarsh Tyagi; Oriol Nieto; Zeyu Jin; Dinesh Manocha (ICLR, 2025)

ProSE: Diffusion Priors for Speech Enhancement. - Sonal Kumar; Sreyan Ghosh; Utkarsh Tyagi; Anton Jeran Ratnarajah; Chandra Kiran Reddy Evuru; Ramani Duraiswami; Dinesh Manocha (NAACL (Long Papers), 2025)

DoomArena: A framework for Testing AI Agents Against Evolving Security Threats. - Léo Boisvert; Mihir Bansal; Chandra Kiran Reddy Evuru; Gabriel Huang; Abhay Puri; Avinandan Bose; Maryam Fazel; Quentin Cappart; Jason Stanley; Alexandre Lacoste; Alexandre Drouin; Krishnamurthy Dvijotham (CoRR, 2025)