| 2026 | WCNC | Joint Resource Allocation for Multiple Aircomp Systems: A Polynomial-Time Optimal Framework. | Sourav Dutta, Gbor Fodor, Carlo Fischione |
| 2026 | WWW | Train Large-Use Small: Optimizing within the Theoretical Limits of Embedding-based Retrieval. | Sourav Dutta |
| 2025 | ICAART | Hallucinations in LLMs and Resolving Them: A Holistic Approach. | Rajarshi Biswas, Sourav Dutta, Dirk Werth |
| 2025 | ICAART | AI-Based Personalized Multilingual Course Recommender System Using Large Language Models. | Sourav Dutta, Florian Beier, Dirk Werth |
| 2025 | ICCAD | FeNOMS: Enhancing Open Modification Spectral Library Search with In-Storage Processing on Ferroelectric NAND (FeNAND) Flash. | Sumukh Pinge, Ashkan Moradifirouzabadi, Keming Fan, Prasanna Venkatesan Ravindran, Tanvir H. Pantha, Po-Kai Hsu, Zheyu Li, Weihong Xu, Zihan Xia, Flavio Ponzina, Winston Chern, Taeyoung Song, Priyankka Gundlapudi Ravikumar, Mengkun Tian, Lance Fernandes, Huy Tran, Hari Jayasankar, Hang Chen, Chinsung Park, Amrit Garlapati, Kijoon Kim, Jongho Woo, Suhwan Lim, Kwangsoo Kim, Wanki Kim, Daewon Ha, Duygu Kuzum, Shimeng Yu, Sourav Dutta, Asif Khan, Tajana Rosing, Mingu Kang |
| 2025 | ITNAC | Semantic-Aware MAC Scheduling for XR Traffic in 6G Networks. | Arjoon Chatterjee, Diganta Ray Mandal, Sourav Dutta, Goutam Das |
| 2025 | RANLP | QuARK: LLM-Based Domain-Specific Question Answering Using Retrieval Augmented Generation and Knowledge Graphs. | Edward Burgin, Sourav Dutta, Mingxue Wang |
| 2024 | COLING | Improved Out-of-Scope Intent Classification with Dual Encoding and Threshold-based Re-Classification. | Hossam M. Zawbaa, Wael Rashwan, Sourav Dutta, Haytham Assem |
| 2024 | COMAD | VeNoM: Approximate Subgraph Matching with Enhanced Neighbourhood Structural Information. | Shubhangi Agarwal, Sourav Dutta, Arnab Bhattacharya |
| 2024 | COMSNETS | A Modified Order-Finding Algorithm for NISQ Devices. | Debjyoti Biswas, Sourav Dutta, Shrikant Utagi, Prabha Mandayam |
| 2024 | ECAI | BRECS: Enhanced Binary Representation of Word Embeddings via Cosine Similarity. | Rajdeep Sarkar, Sourav Dutta, John P. McCrae |
| 2023 | ACL | Self-Distilled Quantization: Achieving High Compression Rates in Transformer-Based Language Models. | James O'Neill, Sourav Dutta |
| 2023 | EMNLP | AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification. | Yongxin Huang, Kexin Wang, Sourav Dutta, Raj Nath Patel, Goran Glavas, Iryna Gurevych |
| 2023 | IJCNN | Gradient Sparsification For Masked Fine-Tuning of Transformers. | James O'Neill, Sourav Dutta |
| 2023 | SIGIR | Improved Vector Quantization For Dense Retrieval with Contrastive Distillation. | James O'Neill, Sourav Dutta |
| 2022 | ACL | Aligned Weight Regularizers for Pruning Pretrained Neural Networks. | James O'Neill, Sourav Dutta, Haytham Assem |
| 2022 | COLING | Multi-Stage Framework with Refinement Based Point Set Registration for Unsupervised Bi-Lingual Word Alignment. | Silviu Vlad Oprea, Sourav Dutta, Haytham Assem |
| 2022 | ECIR | Enhanced Sentence Meta-Embeddings for Textual Understanding. | Sourav Dutta, Haytham Assem |
| 2022 | EMNLP | AX-MABSA: A Framework for Extremely Weakly Supervised Multi-label Aspect Based Sentiment Analysis. | Sabyasachi Kamila, Walid Magdy, Sourav Dutta, MingXue Wang |
| 2022 | KDD | Semantic Aware Answer Sentence Selection Using Self-Learning Based Domain Adaptation. | Rajdeep Sarkar, Sourav Dutta, Haytham Assem, Mihael Arcan, John P. McCrae |
| 2022 | PIMRC | XR-specific C-DRX Enhancement for UE power saving in 5G NR. | Sourav Dutta, Dibbendu Roy, Goutam Das |
| 2021 | CIKM | VerSaChI: Finding Statistically Significant Subgraph Matches using Chebyshev's Inequality. | Shubhangi Agarwal, Sourav Dutta, Arnab Bhattacharya |
| 2021 | EMNLP | Cross-lingual Sentence Embedding using Multi-Task Learning. | Koustava Goswami, Sourav Dutta, Haytham Assem, Theodorus Fransen, John P. McCrae |
| 2021 | WWW | "Alignment is All You Need": Analyzing Cross-Lingual Document Similarity for Domain-Specific Applications. | Sourav Dutta |
| 2021 | SIGdial | DTAFA: Decoupled Training Architecture for Efficient FAQ Retrieval. | Haytham Assem, Sourav Dutta, Edward Burgin |
| 2020 | ASPDAC | Ferroelectrics: From Memory to Computing. | Kai Ni, Sourav Dutta, Suman Datta |
| 2020 | ICRA | Uncertainty Measured Markov Decision Process in Dynamic Environments. | Sourav Dutta, Banafsheh Rekabdar, Chinwe Ekenna |
| 2020 | ICWSM | Towards Quantifying the Distance between Opinions. | Saket Gurukar, Deepak Ajwani, Sourav Dutta, Juho Lauri, Srinivasan Parthasarathy, Alessandra Sala |
| 2019 | AAAI | Fine-Grained Search Space Classification for Hard Enumeration Variants of Subset Problems. | Juho Lauri, Sourav Dutta |
| 2019 | CIKM | Finding a Maximum Clique in Dense Graphs via χ2 Statistics. | Sourav Dutta, Juho Lauri |
| 2019 | ICRA | Air-to-Ground Surveillance Using Predictive Pursuit. | Sourav Dutta, Chinwe Ekenna |
| 2018 | SIGIR | Automated Knowledge Hierarchy Assessment. | Guruprasad Nayak, Sourav Dutta, Deepak Ajwani, Patrick K. Nicholson, Alessandra Sala |
| 2018 | SIGIR | Enriching Taxonomies With Functional Domain Knowledge. | Nikhita Vedula, Patrick K. Nicholson, Deepak Ajwani, Sourav Dutta, Alessandra Sala, Srinivasan Parthasarathy |
| 2017 | WWW | Neighbor-Aware Search for Approximate Labeled Graph Matching using the Chi-Square Statistics. | Sourav Dutta, Pratik Nayek, Arnab Bhattacharya |
| 2016 | IJCAI | KOGNAC: Efficient Encoding of Large Knowledge Graphs. | Jacopo Urbani, Sourav Dutta, Sairam Gurajada, Gerhard Weikum |
| 2015 | ECIR | MIST: Top-k Approximate Sub-string Mining Using Triplet Statistical Significance. | Sourav Dutta |
| 2015 | EMNLP | C3EL: A Joint Model for Cross-Document Co-Reference Resolution and Entity Linking. | Sourav Dutta, Gerhard Weikum |
| 2015 | MDM | Predictive Caching Framework for Mobile Wireless Networks. | Sourav Dutta, Ankur Narang, Souvik Bhattacherjee, Ananda Swarup Das, Dilip Krishnaswamy |
| 2012 | EDBT | Towards "intelligent compression" in streams: a biased reservoir sampling based Bloom filter approach. | Sourav Dutta, Souvik Bhattacherjee, Ankur Narang |
| 2012 | NOMS | CloudMap: Workload-aware placement in private heterogeneous clouds. | Balaji Viswanathan, Akshat Verma, Sourav Dutta |
| 2011 | CNSM | Service deactivation aware placement and defragmentation in enterprise clouds. | Sourav Dutta, Akshat Verma |
| 2011 | DEXA | Caching Stars in the Sky: A Semantic Caching Approach to Accelerate Skyline Queries. | Arnab Bhattacharya, B. Palvali Teja, Sourav Dutta |
| 2010 | COMAD | INSTRUCT - Space-Efficient Structure for Indexing and Complete Query Management of String Databases. | Sourav Dutta, Arnab Bhattacharya |
| 2010 | PAKDD | Most Significant Substring Mining Based on Chi-square Measure. | Sourav Dutta, Arnab Bhattacharya |