Samyadeep Basu
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
16
Venues
8
Active years
2020–2026
Best venue rank
A*
Where they publish
Papers
16 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | EACL | Decomposition-Enhanced Training for Post-Hoc Attributions in Language Models. | Sriram Balasubramanian, Samyadeep Basu, Koustava Goswami, Ryan Anthony Rossi, Varun Manjunatha, Roshan Santhosh, Ruiyi Zhang, Soheil Feizi, Nedim Lipka |
| 2026 | EACL | A Survey on LLM-based Conversational User Simulation. | Bo Ni, Yu Wang, Leyao Wang, Branislav Kveton, Franck Dernoncourt, Yu Xia, Hongjie Chen, Reuben Luera, Samyadeep Basu, Subhojyoti Mukherjee, Puneet Mathur, Nesreen K. Ahmed, Junda Wu, Li Li, Huixin Zhang, Ruiyi Zhang, Tong Yu, Sungchul Kim, Jiuxiang Gu, Zhengzhong Tu, Alexa F. Siu, Zichao Wang, Seunghyun Yoon, Nedim Lipka, Namyong Park, Zihao Lin, Trung Bui, Yue Zhao, Tyler Derr, Ryan A. Rossi |
| 2026 | WSDM | From RAGs to rich parameters: Probing how language models utilize external knowledge over parametric information for factual queries. | Hitesh Wadhwa, Rahul Seetharaman, Somyaa Aggarwal, Reshmi Ghosh, Samyadeep Basu, Soundararajan Srinivasan, Wenlong Zhao, Shreyas Chaudhari, Ehsan Aghazedeh |
| 2025 | EMNLP | A Closer Look at Bias and Chain-of-Thought Faithfulness of Large (Vision) Language Models. | Sriram Balasubramanian, Samyadeep Basu, Soheil Feizi |
| 2025 | ICLR | Rethinking Artistic Copyright Infringements In the Era Of Text-to-Image Generative Models. | Mazda Moayeri, Sriram Balasubramanian, Samyadeep Basu, Priyatham Kattakinda, Atoosa Malemir Chegini, Robert Brauneis, Soheil Feizi |
| 2025 | PERCOM | Mitigating Compositional Failures in Text-to-Image Models with Causal Text Embedding Refinement. | Arman Zarei, Keivan Rezaei, Samyadeep Basu, Mehrdad Saberi, Mazda Moayeri, Priyatham Kattakinda, Adrienne Raglin, Anjon Basak, Soheil Feizi |
| 2025 | RANLP | A Survey on Small Language Models. | Chien Van Nguyen, Xuan Shen, Ryan Aponte, Yu Xia, Samyadeep Basu, Zhengmian Hu, Jian Chen, Mihir Parmar, Sasidhar Kunapuli, Joe Barrow, Junda Wu, Ashish Singh, Yu Wang, Jiuxiang Gu, Nesreen K. Ahmed, Nedim Lipka, Ruiyi Zhang, Xiang Chen, Tong Yu, Sungchul Kim, Hanieh Deilamsalehy, Namyong Park, Michael Rimer, Zhehao Zhang, Huanrui Yang, Puneet Mathur, Gang Wu, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen |
| 2024 | AAAI | Strong Baselines for Parameter-Efficient Few-Shot Fine-Tuning. | Samyadeep Basu, Shell Xu Hu, Daniela Massiceti, Soheil Feizi |
| 2024 | EMNLP | Distilling Knowledge from Text-to-Image Generative Models Improves Visio-Linguistic Reasoning in CLIP. | Samyadeep Basu, Shell Xu Hu, Maziar Sanjabi, Daniela Massiceti, Soheil Feizi |
| 2024 | EMNLP | IntCoOp: Interpretability-Aware Vision-Language Prompt Tuning. | Soumya Suvra Ghosal, Samyadeep Basu, Soheil Feizi, Dinesh Manocha |
| 2024 | ICLR | Localizing and Editing Knowledge In Text-to-Image Generative Models. | Samyadeep Basu, Nanxuan Zhao, Vlad I. Morariu, Soheil Feizi, Varun Manjunatha |
| 2024 | ICML | On Mechanistic Knowledge Localization in Text-to-Image Generative Models. | Samyadeep Basu, Keivan Rezaei, Priyatham Kattakinda, Vlad I. Morariu, Nanxuan Zhao, Ryan A. Rossi, Varun Manjunatha, Soheil Feizi |
| 2023 | EMNLP | On Surgical Fine-tuning for Language Encoders. | Abhilasha Lodha, Gayatri Belapurkar, Saloni Chalkapurkar, Yuanming Tao, Reshmi Ghosh, Samyadeep Basu, Dmitrii Petrov, Soundararajan Srinivasan |
| 2023 | ICLR | Hard-Meta-Dataset++: Towards Understanding Few-Shot Performance on Difficult Tasks. | Samyadeep Basu, Megan Stanley, John Bronskill, Soheil Feizi, Daniela Massiceti |
| 2021 | ICLR | Influence Functions in Deep Learning Are Fragile. | Samyadeep Basu, Phillip Pope, Soheil Feizi |
| 2020 | ICML | On Second-Order Group Influence Functions for Black-Box Predictions. | Samyadeep Basu, Xuchen You, Soheil Feizi |