| 2026 | EACL | Engagement Undermines Safety: How Stereotypes and Toxicity Shape Humor in Language Models. | Atharvan Dogra, Soumya Suvra Ghosal, Ameet Deshpande, Ashwin Kalyan, Dinesh Manocha |
| 2025 | CVPR | Immune: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment. | Soumya Suvra Ghosal, Souradip Chakraborty, Vaibhav Singh, Tianrui Guan, Mengdi Wang, Ahmad Beirami, Furong Huang, Alvaro Velasquez, Dinesh Manocha, Amrit Singh Bedi |
| 2025 | EMNLP | RELIC: Enhancing Reward Model Generalization for Low-Resource Indic Languages with Few-Shot Examples. | Soumya Suvra Ghosal, Vaibhav Singh, Akash Ghosh, Soumyabrata Pal, Subhadip Baidya, Sriparna Saha, Dinesh Manocha |
| 2025 | ICLR | Collab: Controlled Decoding using Mixture of Agents for LLM Alignment. | Souradip Chakraborty, Sujay Bhatt, Udari Madhushani Sehwag, Soumya Suvra Ghosal, Jiahao Qiu, Mengdi Wang, Dinesh Manocha, Furong Huang, Alec Koppel, Sumitra Ganesh |
| 2025 | ICML | Bounded Rationality for LLMs: Satisficing Alignment at Inference-Time. | Mohamad Fares El Hajj Chehade, Soumya Suvra Ghosal, Souradip Chakraborty, Avinash Reddy, Dinesh Manocha, Hao Zhu, Amrit Singh Bedi |
| 2025 | NAACL | PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from related Example Banks. | Soumya Suvra Ghosal, Soumyabrata Pal, Koyel Mukherjee, Dinesh Manocha |
| 2024 | AAAI | How to Overcome Curse-of-Dimensionality for Out-of-Distribution Detection? | Soumya Suvra Ghosal, Yiyou Sun, Yixuan Li |
| 2024 | EMNLP | IntCoOp: Interpretability-Aware Vision-Language Prompt Tuning. | Soumya Suvra Ghosal, Samyadeep Basu, Soheil Feizi, Dinesh Manocha |
| 2023 | AAAI | Distributionally Robust Optimization with Probabilistic Group. | Soumya Suvra Ghosal, Yixuan Li |
| 2020 | IIWAS | ReSCo-CC: Unsupervised Identification of Key Disinformation Sentences. | Soumya Suvra Ghosal, Deepak P, Anna Jurek-Loughrey |
| 2020 | WSDM | Lung Nodule Classification Using Convolutional Autoencoder and Clustering Augmented Learning Method(CALM). | Soumya Suvra Ghosal, Indranil Sarkar, Issmail El Hallaoui |
| 2019 | COMAD | Travel Time Prediction of Taxis using Tensor Factorization. | Soumya Suvra Ghosal |
| 2019 | ICDM | A Deep Learning Approach to Predict Parking Occupancy using Cluster Augmented Learning Method. | Soumya Suvra Ghosal, Abderrahman Bani, Amine Amrouss, Issmail El Hallaoui |