Singh, Ambuj

7 publications

ICLRW 2025 Learning to Lie: Reinforcement Learning Attacks Damage Human-AI Teams and Teams of LLMs Abed K. Musaffar, Anand Gokhale, Sirui Zeng, Rasta Tadayon, Xifeng Yan, Ambuj Singh, Francesco Bullo

ICLR 2024 GNNX-BENCH: Unravelling the Utility of Perturbation-Based GNN Explainers Through In-Depth Benchmarking Mert Kosan, Samidha Verma, Burouj Armgaan, Khushbu Pahwa, Ambuj Singh, Sourav Medya, Sayan Ranu

ICMLW 2023 Generating Global Factual and Counterfactual Explainer for Molecule Under Domain Constraints Danqing Wang, Antonis Antoniades, Ambuj Singh, Lei Li

NeurIPSW 2023 Retrieving $k$-Nearest Memories with Modern Hopfield Networks Alexander Davydov, Sean Jaffe, Ambuj Singh, Francesco Bullo

NeurIPSW 2022 Redundancy and Dependency in Brain Activities Sikun Lin, Thomas Christopher Sprague, Ambuj Singh

ICLR 2021 Combining Physics and Machine Learning for Network Flow Estimation Arlei Lopes da Silva, Furkan Kocayusufoglu, Saber Jafarpour, Francesco Bullo, Ananthram Swami, Ambuj Singh

NeurIPS 2020 GCOMB: Learning Budget-Constrained Combinatorial Algorithms over Billion-Sized Graphs Sahil Manchanda, Akash Mittal, Anuj Dhawan, Sourav Medya, Sayan Ranu, Ambuj Singh