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Sourav Medya

20 papers at tracked venues · 17 at CORE A* · active 2024–2026

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Venues

ACL ×4AAAI ×3EMNLP ×3NeurIPS ×3ICLR ×2WWW ×2CHI ×1ICML ×1SIGKDD ×1

Frequent coauthors

Homaira Huda Shomee
×5
Peyman Baghershahi
×3
Zhu Wang
×3
Sathya N. Ravi
×3
Sayan Ranu
×3
Gregoire Fournier
×2
Philip S. Yu
×2
Suman Kalyan Maity
×2
Wei Ye
×2
Mert Kosan
×2
Ambuj K. Singh
×2
Burouj Armgaan
×2

Papers

  1. Colorful Talks with Graphs: Human-Interpretable Graph Encodings for Large Language Models
    ACL 2026 ·
    Angelo Zangari
    ,
    Peyman Baghershahi
    , Sourav Medya
  2. From Nodes to Narratives: Explaining Graph Neural Networks with LLMs and Graph Context
    ACL 2026 ·
    Peyman Baghershahi
    ,
    Gregoire Fournier
    ,
    Pranav Nyati
    , Sourav Medya
  3. SMART: A Surrogate Model for Predicting Application Runtime in Dragonfly Systems
    AAAI 2026 ·
    Xin Wang
    ,
    Pietro Lodi Rizzini
    , Sourav Medya,
    Zhiling Lan
  4. A Survey on Patent Analysis: From NLP to Multimodal AI
    ACL 2025 ·
    Homaira Huda Shomee
    ,
    Zhu Wang
    ,
    Sathya N. Ravi
    , Sourav Medya
  5. BANGS: Game-theoretic Node Selection for Graph Self-Training
    ICLR 2025 ·
    Fangxin Wang
    ,
    Kay Liu
    , Sourav Medya,
    Philip S. Yu
  6. COMRECGC: Global Graph Counterfactual Explainer through Common Recourse
    ICML 2025 ·
    Gregoire Fournier
    , Sourav Medya
  7. DesignCLIP: Multimodal Learning with CLIP for Design Patent Understanding
    EMNLP 2025 ·
    Zhu Wang
    ,
    Homaira Huda Shomee
    ,
    Sathya N. Ravi
    , Sourav Medya
  8. Fact-based Counter Narrative Generation to Combat Hate Speech
    WWW 2025 ·
    Brian Wilk
    ,
    Homaira Huda Shomee
    ,
    Suman Kalyan Maity
    , Sourav Medya
  9. How Older Adults Communicate their Technology Problems: Challenges and Design Opportunities
    CHI 2025 ·
    Hasti Sharifi
    ,
    Homaira Huda Shomee
    , Sourav Medya,
    Debaleena Chattopadhyay
  10. LLMInit: A Free Lunch from Large Language Models for Selective Initialization of Recommendation
    EMNLP 2025 ·
    Weizhi Zhang
    ,
    Liangwei Yang
    ,
    Wooseong Yang
    ,
    Henry Peng Zou
    ,
    Yuqing Liu
    ,
    Ke Xu
    , Sourav Medya,
    Philip S. Yu
  11. Preference-driven Knowledge Distillation for Few-shot Node Classification
    NeurIPS 2025 ·
    Xing Wei
    ,
    Chunchun Chen
    ,
    Rui Fan
    ,
    Xiaofeng Cao
    , Sourav Medya,
    Wei Ye
  12. Temporal Relation Extraction in Clinical Texts: A Span-based Graph Transformer Approach
    ACL 2025 ·
    Rochana Chaturvedi
    ,
    Peyman Baghershahi
    , Sourav Medya,
    Barbara Di Eugenio
  13. An Experimental Analysis on Evaluating Patent Citations
    EMNLP 2024 ·
    Rabindra Nath Nandi
    ,
    Suman Kalyan Maity
    ,
    Brian Uzzi
    , Sourav Medya
  14. COMBHelper: A Neural Approach to Reduce Search Space for Graph Combinatorial Problems
    AAAI 2024 ·
    Hao Tian
    , Sourav Medya,
    Wei Ye
  15. DGCLUSTER: A Neural Framework for Attributed Graph Clustering via Modularity Maximization
    AAAI 2024 ·
    Aritra Bhowmick
    ,
    Mert Kosan
    ,
    Zexi Huang
    ,
    Ambuj K. Singh
    , Sourav Medya
  16. GNNX-BENCH: Unravelling the Utility of Perturbation-based GNN Explainers through In-depth Benchmarking
    ICLR 2024 ·
    Mert Kosan
    ,
    Samidha Verma
    ,
    Burouj Armgaan
    ,
    Khushbu Pahwa
    ,
    Ambuj K. Singh
    , Sourav Medya,
    Sayan Ranu
  17. Game-theoretic Counterfactual Explanation for Graph Neural Networks
    WWW 2024 ·
    Chirag Chhablani
    ,
    Sarthak Jain
    ,
    Akshay Channesh
    ,
    Ian A. Kash
    , Sourav Medya
  18. GraphTrail: Translating GNN Predictions into Human-Interpretable Logical Rules
    NeurIPS 2024 ·
    Burouj Armgaan
    ,
    Manthan Dalmia
    , Sourav Medya,
    Sayan Ranu
  19. IMPACT: A Large-scale Integrated Multimodal Patent Analysis and Creation Dataset for Design Patents
    NeurIPS 2024 ·
    Homaira Huda Shomee
    ,
    Zhu Wang
    ,
    Sathya N. Ravi
    , Sourav Medya
  20. NeuroCut: A Neural Approach for Robust Graph Partitioning
    SIGKDD 2024 ·
    Rishi Shah
    ,
    Krishnanshu Jain
    ,
    Sahil Manchanda
    , Sourav Medya,
    Sayan Ranu