PPaperPicks

Soumya Suvra Ghosal

11 papers at tracked venues · 6 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

EMNLP ×2NeurIPS ×2AAAI ×1CVPR ×1EACL ×1ECML-PKDD ×1ICLR ×1ICML ×1NAACL ×1

Frequent coauthors

Dinesh Manocha
×10
Souradip Chakraborty
×5
Amrit Singh Bedi
×4
Mengdi Wang
×4
Furong Huang
×4
Avinash Reddy
×2
Vaibhav Singh
×2
Soumyabrata Pal
×2
Atharvan Dogra
×1
Ameet Deshpande
×1
Ashwin Kalyan
×1
Ramya Hebbalaguppe
×1

Papers

  1. Engagement Undermines Safety: How Stereotypes and Toxicity Shape Humor in Language Models
    EACL 2026 ·
    Atharvan Dogra
    , Soumya Suvra Ghosal,
    Ameet Deshpande
    ,
    Ashwin Kalyan
    ,
    Dinesh Manocha
  2. Better Features, Better Calibration: A Simple Fix for Overconfident Networks
    ECML-PKDD 2025 · Soumya Suvra Ghosal,
    Ramya Hebbalaguppe
    ,
    Dinesh Manocha
  3. Bounded Rationality for LLMs: Satisficing Alignment at Inference-Time
    ICML 2025 ·
    Mohamad Fares El Hajj Chehade
    , Soumya Suvra Ghosal,
    Souradip Chakraborty
    ,
    Avinash Reddy
    ,
    Dinesh Manocha
    ,
    Hao Zhu
    ,
    Amrit Singh Bedi
  4. Collab: Controlled Decoding using Mixture of Agents for LLM Alignment
    ICLR 2025 ·
    Souradip Chakraborty
    ,
    Sujay Bhatt
    ,
    Udari Madhushani Sehwag
    , Soumya Suvra Ghosal,
    Jiahao Qiu
    ,
    Mengdi Wang
    ,
    Dinesh Manocha
    ,
    Furong Huang
    ,
    Alec Koppel
    ,
    Sumitra Ganesh
  5. Does Thinking More Always Help? Mirage of Test-Time Scaling in Reasoning Models
    NeurIPS 2025 · Soumya Suvra Ghosal,
    Souradip Chakraborty
    ,
    Avinash Reddy
    ,
    Yifu Lu
    ,
    Mengdi Wang
    ,
    Dinesh Manocha
    ,
    Furong Huang
    ,
    Mohammad Ghavamzadeh
    ,
    Amrit Singh Bedi
  6. Immune: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment
    CVPR 2025 · Soumya Suvra Ghosal,
    Souradip Chakraborty
    ,
    Vaibhav Singh
    ,
    Tianrui Guan
    ,
    Mengdi Wang
    ,
    Ahmad Beirami
    ,
    Furong Huang
    ,
    Alvaro Velasquez
    ,
    Dinesh Manocha
    ,
    Amrit Singh Bedi
  7. PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from related Example Banks
    NAACL 2025 · Soumya Suvra Ghosal,
    Soumyabrata Pal
    ,
    Koyel Mukherjee
    ,
    Dinesh Manocha
  8. RELIC: Enhancing Reward Model Generalization for Low-Resource Indic Languages with Few-Shot Examples
    EMNLP 2025 · Soumya Suvra Ghosal,
    Vaibhav Singh
    ,
    Akash Ghosh
    ,
    Soumyabrata Pal
    ,
    Subhadip Baidya
    ,
    Sriparna Saha
    ,
    Dinesh Manocha
  9. How to Overcome Curse-of-Dimensionality for Out-of-Distribution Detection?
    AAAI 2024 · Soumya Suvra Ghosal,
    Yiyou Sun
    ,
    Yixuan Li
  10. IntCoOp: Interpretability-Aware Vision-Language Prompt Tuning
    EMNLP 2024 · Soumya Suvra Ghosal,
    Samyadeep Basu
    ,
    Soheil Feizi
    ,
    Dinesh Manocha
  11. Transfer Q-star : Principled Decoding for LLM Alignment
    NeurIPS 2024 ·
    Souradip Chakraborty
    , Soumya Suvra Ghosal,
    Ming Yin
    ,
    Dinesh Manocha
    ,
    Mengdi Wang
    ,
    Amrit Singh Bedi
    ,
    Furong Huang