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Ambuj K. Singh

11 papers at tracked venues · 9 at CORE A* · active 2024–2026

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Venues

SIGKDD ×4AAAI ×1ACL ×1EMNLP ×1ICLR ×1NAACL ×1NeurIPS ×1WWW ×1

Frequent coauthors

Mert Kosan
×4
Zexi Huang
×2
Zichen Chen
×2
Misha Sra
×2
Sourav Medya
×2
Srinivasan Parthasarathy
×1
David F. Gleich
×1
Xiangliang Zhang
×1
Wee Hyong Tok
×1
Faisal Farooq
×1
Qi He
×1
Haixun Wang
×1

Papers

  1. Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1, KDD 2026, Jeju Island, Korea, August 9-13, 2026
    SIGKDD 2026 ·
    Srinivasan Parthasarathy
    ,
    David F. Gleich
    ,
    Xiangliang Zhang
    ,
    Wee Hyong Tok
    ,
    Faisal Farooq
    ,
    Qi He
    , Ambuj K. Singh,
    Haixun Wang
    ,
    Yan Liu
  2. Are LLMs Truly Graph-Savvy? A Comprehensive Evaluation of Graph Generation
    ACL 2025 ·
    Ege Demirci
    ,
    Rithwik Kerur
    , Ambuj Singh
  3. Attribute-Enhanced Similarity Ranking for Sparse Link Prediction
    SIGKDD 2025 ·
    João Mattos
    ,
    Zexi Huang
    ,
    Mert Kosan
    , Ambuj K. Singh,
    Arlei Silva
  4. Dynamic Gradient Influencing for Viral Marketing Using Graph Neural Networks
    WWW 2025 ·
    Saurabh Sharma
    , Ambuj K. Singh
  5. GraphEval36K: Benchmarking Coding and Reasoning Capabilities of Large Language Models on Graph Datasets
    NAACL 2025 ·
    Qiming Wu
    ,
    Zichen Chen
    ,
    Will Corcoran
    ,
    Misha Sra
    , Ambuj K. Singh
  6. Normalized Space Alignment: A Versatile Metric for Representation Analysis
    SIGKDD 2025 ·
    Danish Ebadulla
    ,
    Aditya Gulati
    , Ambuj K. Singh
  7. DGCLUSTER: A Neural Framework for Attributed Graph Clustering via Modularity Maximization
    AAAI 2024 ·
    Aritra Bhowmick
    ,
    Mert Kosan
    ,
    Zexi Huang
    , Ambuj K. Singh,
    Sourav Medya
  8. 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
  9. Global Human-guided Counterfactual Explanations for Molecular Properties via Reinforcement Learning
    SIGKDD 2024 ·
    Danqing Wang
    ,
    Antonis Antoniades
    ,
    Kha-Dinh Luong
    ,
    Edwin Zhang
    ,
    Mert Kosan
    ,
    Jiachen Li
    , Ambuj K. Singh,
    William Yang Wang
    ,
    Lei Li
  10. Learning Neural Contracting Dynamics: Extended Linearization and Global Guarantees
    NeurIPS 2024 ·
    Sean Jaffe
    ,
    Alexander Davydov
    ,
    Deniz Lapsekili
    , Ambuj K. Singh,
    Francesco Bullo
  11. XplainLLM: A Knowledge-Augmented Dataset for Reliable Grounded Explanations in LLMs
    EMNLP 2024 ·
    Zichen Chen
    ,
    Jianda Chen
    , Ambuj K. Singh,
    Misha Sra