| 2026 | AAAI | SMART: A Surrogate Model for Predicting Application Runtime in Dragonfly Systems. | Xin Wang, Pietro Lodi Rizzini, Sourav Medya, Zhiling Lan |
| 2026 | ACL | From Nodes to Narratives: Explaining Graph Neural Networks with LLMs and Graph Context. | Peyman Baghershahi, Gregoire Fournier, Pranav Nyati, Sourav Medya |
| 2026 | ACL | Colorful Talks with Graphs: Human-Interpretable Graph Encodings for Large Language Models. | Angelo Zangari, Peyman Baghershahi, Sourav Medya |
| 2025 | ACL | Temporal Relation Extraction in Clinical Texts: A Span-based Graph Transformer Approach. | Rochana Chaturvedi, Peyman Baghershahi, Sourav Medya, Barbara Di Eugenio |
| 2025 | ACL | A Survey on Patent Analysis: From NLP to Multimodal AI. | Homaira Huda Shomee, Zhu Wang, Sathya N. Ravi, Sourav Medya |
| 2025 | CHI | How Older Adults Communicate their Technology Problems: Challenges and Design Opportunities. | Hasti Sharifi, Homaira Huda Shomee, Sourav Medya, Debaleena Chattopadhyay |
| 2025 | EMNLP | LLMInit: A Free Lunch from Large Language Models for Selective Initialization of Recommendation. | Weizhi Zhang, Liangwei Yang, Wooseong Yang, Henry Peng Zou, Yuqing Liu, Ke Xu, Sourav Medya, Philip S. Yu |
| 2025 | EMNLP | DesignCLIP: Multimodal Learning with CLIP for Design Patent Understanding. | Zhu Wang, Homaira Huda Shomee, Sathya N. Ravi, Sourav Medya |
| 2025 | ICLR | BANGS: Game-theoretic Node Selection for Graph Self-Training. | Fangxin Wang, Kay Liu, Sourav Medya, Philip S. Yu |
| 2025 | ICML | COMRECGC: Global Graph Counterfactual Explainer through Common Recourse. | Gregoire Fournier, Sourav Medya |
| 2025 | WWW | Fact-based Counter Narrative Generation to Combat Hate Speech. | Brian Wilk, Homaira Huda Shomee, Suman Kalyan Maity, Sourav Medya |
| 2024 | AAAI | DGCLUSTER: A Neural Framework for Attributed Graph Clustering via Modularity Maximization. | Aritra Bhowmick, Mert Kosan, Zexi Huang, Ambuj K. Singh, Sourav Medya |
| 2024 | AAAI | COMBHelper: A Neural Approach to Reduce Search Space for Graph Combinatorial Problems. | Hao Tian, Sourav Medya, Wei Ye |
| 2024 | DATE | VeriBug: An Attention-Based Framework for Bug Localization in Hardware Designs. | Giuseppe Stracquadanio, Sourav Medya, Stefano Quer, Debjit Pal |
| 2024 | EMNLP | An Experimental Analysis on Evaluating Patent Citations. | Rabindra Nath Nandi, Suman Kalyan Maity, Brian Uzzi, Sourav Medya |
| 2024 | ICLR | GNNX-BENCH: Unravelling the Utility of Perturbation-based GNN Explainers through In-depth Benchmarking. | Mert Kosan, Samidha Verma, Burouj Armgaan, Khushbu Pahwa, Ambuj K. Singh, Sourav Medya, Sayan Ranu |
| 2024 | KDD | NeuroCut: A Neural Approach for Robust Graph Partitioning. | Rishi Shah, Krishnanshu Jain, Sahil Manchanda, Sourav Medya, Sayan Ranu |
| 2024 | SMC | Incorporating Heterophily into Graph Neural Networks for Graph Classification. | Jiayi Yang, Sourav Medya, Wei Ye |
| 2024 | WWW | Game-theoretic Counterfactual Explanation for Graph Neural Networks. | Chirag Chhablani, Sarthak Jain, Akshay Channesh, Ian A. Kash, Sourav Medya |
| 2023 | AAAI | Task and Model Agnostic Adversarial Attack on Graph Neural Networks. | Kartik Sharma, Samidha Verma, Sourav Medya, Arnab Bhattacharya, Sayan Ranu |
| 2023 | WSDM | Global Counterfactual Explainer for Graph Neural Networks. | Zexi Huang, Mert Kosan, Sourav Medya, Sayan Ranu, Ambuj K. Singh |
| 2022 | WWW | An Exploratory Study of Stock Price Movements from Earnings Calls. | Sourav Medya, Mohammad Rasoolinejad, Yang Yang, Brian Uzzi |
| 2021 | WSDM | Balance Maximization in Signed Networks via Edge Deletions. | Kartik Sharma, Iqra Altaf Gillani, Sourav Medya, Sayan Ranu, Amitabha Bagchi |
| 2020 | IJCAI | A Game Theoretic Approach For Core Resilience. | Sourav Medya, Tiyani Ma, Arlei Silva, Ambuj K. Singh |
| 2018 | SDM | Group Centrality Maximization via Network Design. | Sourav Medya, Arlei Silva, Ambuj K. Singh, Prithwish Basu, Ananthram Swami |
| 2017 | IM | Predictive modeling and scalability analysis for large graph analytics. | Sourav Medya, Ludmila Cherkasova, Ambuj K. Singh |
| 2016 | ICDM | Towards Scalable Network Delay Minimization. | Sourav Medya, Petko Bogdanov, Ambuj K. Singh |