Soumyabrata Pal
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
22
Venues
12
Active years
2018–2026
Best venue rank
A*
Where they publish
Papers
22 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | From Tokens to Steps: Verification-Aware Speculative Decoding for Efficient Multi-Step Reasoning. | Kiran Purohit, Ramasuri Narayanam, Soumyabrata Pal |
| 2026 | SIGMOD | Building, Serving, and Growing a Conversational AI Assistant for Enterprise. | Sumit Bhatia, Vidit Bhatia, Uttaran Bhattacharya, Victor Soares Bursztyn, Liqun Chen, Xiang Chen, Sally Fang, Horia Galatanu, Manas Garg, Shaddy Garg, Rachel Hanessian, Alex Hodorogea, Shun Jiang, Bhumir Jhaveri, Nishant Kapoor, Yongsung Kim, Eunyee Koh, Namita Krishnan, Yunyao Li, Zifan Liu, Akash Maharaj, Tung Mai, Saayan Mitra, Vaishnavi Muppala, Ramasuri Narayanam, Soumyabrata Pal, Kun Qian, Sajjadur Rahman, Ken Russell, Bikas Saha, Siddhartha Sahai, Som Satapathy, Rohan Saxena, Sai Sree Harsha, Anirudh Sureshan, Shashank Tandon, Md. Mehrab Tanjim, Saurabh Tripathy, Anirudh Verma, Fei Wu, Tong Yu |
| 2026 | SIGMOD | SynthAI@SIGMOD 2026: Workshop on Synthetic Data Generation and Management for Building AI Systems. | Ramasuri Narayanam, Prasad Deshpande, Srikanta Bedathur, Eugene Wu, Soumyabrata Pal, Subrata Mitra, Eunyee Koh, Barna Saha |
| 2025 | ACL | From Selection to Generation: A Survey of LLM-based Active Learning. | Yu Xia, Subhojyoti Mukherjee, Zhouhang Xie, Junda Wu, Xintong Li, Ryan Aponte, Hanjia Lyu, Joe Barrow, Hongjie Chen, Franck Dernoncourt, Branislav Kveton, Tong Yu, Ruiyi Zhang, Jiuxiang Gu, Nesreen K. Ahmed, Yu Wang, Xiang Chen, Hanieh Deilamsalehy, Sungchul Kim, Zhengmian Hu, Yue Zhao, Nedim Lipka, Seunghyun Yoon, Ting-Hao 'Kenneth' Huang, Zichao Wang, Puneet Mathur, Soumyabrata Pal, Koyel Mukherjee, Zhehao Zhang, Namyong Park, Thien Huu Nguyen, Jiebo Luo, Ryan A. Rossi, Julian J. McAuley |
| 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 | EMNLP | FiRST: Finetuning Router-Selective Transformers for Input-Adaptive Latency Reduction. | Akriti Jain, Saransh Sharma, Koyel Mukherjee, Soumyabrata Pal |
| 2025 | EMNLP | TTD-SQL: Tree-Guided Token Decoding for Efficient and Schema-Aware SQL Generation. | Chetan Sharma, Ramasuri Narayanam, Soumyabrata Pal, Kalidas Yeturu, Shiv Kumar Saini, Koyel Mukherjee |
| 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 | AISTATS | Sample-Efficient Personalization: Modeling User Parameters as Low Rank Plus Sparse Components. | Soumyabrata Pal, Prateek Varshney, Gagan Madan, Prateek Jain, Abhradeep Thakurta, Gaurav Aggarwal, Pradeep Shenoy, Gaurav Srivastava |
| 2024 | ICML | Online Matrix Completion: A Collaborative Approach with Hott Items. | Dheeraj Baby, Soumyabrata Pal |
| 2023 | AISTATS | Optimal Algorithms for Latent Bandits with Cluster Structure. | Soumyabrata Pal, Arun Sai Suggala, Karthikeyan Shanmugam, Prateek Jain |
| 2023 | ICLR | Online Low Rank Matrix Completion. | Soumyabrata Pal, Prateek Jain |
| 2022 | AISTATS | On Learning Mixture Models with Sparse Parameters. | Soumyabrata Pal, Arya Mazumdar |
| 2022 | ALT | Lower Bounds on the Total Variation Distance Between Mixtures of Two Gaussians. | Sami Davies, Arya Mazumdar, Soumyabrata Pal, Cyrus Rashtchian |
| 2022 | ICML | On Learning Mixture of Linear Regressions in the Non-Realizable Setting. | Soumyabrata Pal, Arya Mazumdar, Rajat Sen, Avishek Ghosh |
| 2021 | AISTATS | Learning User Preferences in Non-Stationary Environments. | Wasim Huleihel, Soumyabrata Pal, Ofer Shayevitz |
| 2020 | ALT | Algebraic and Analytic Approaches for Parameter Learning in Mixture Models. | Akshay Krishnamurthy, Arya Mazumdar, Andrew McGregor, Soumyabrata Pal |
| 2020 | ICML | Recovery of Sparse Signals from a Mixture of Linear Samples. | Soumyabrata Pal, Arya Mazumdar |
| 2020 | ICTIR | Search Result Diversification with Guarantee of Topic Proportionality. | Sheikh Muhammad Sarwar, Raghavendra Addanki, Ali Montazeralghaem, Soumyabrata Pal, James Allan |
| 2020 | UAI | High Dimensional Discrete Integration over the Hypergrid. | Raj Kumar Maity, Arya Mazumdar, Soumyabrata Pal |
| 2019 | ESA | Trace Reconstruction: Generalized and Parameterized. | Akshay Krishnamurthy, Arya Mazumdar, Andrew McGregor, Soumyabrata Pal |
| 2018 | AAAI | The Geometric Block Model. | Sainyam Galhotra, Arya Mazumdar, Soumyabrata Pal, Barna Saha |