Transformer-Based Value Function Decomposition for Cooperative Multi-Agent Reinforcement Learning in StarCraft. - Muhammad Junaid Khan; Syed Hammad Ahmed; Gita Sukthankar (AIIDE, 2022)

Malicious or Benign? Towards Effective Content Moderation for Children's Videos. - Syed Hammad Ahmed; Muhammad Junaid Khan; Hafiz Muhammad Umer Qaisar; Gita Sukthankar (FLAIRS, 2023)

The Potential of Vision-Language Models for Content Moderation of Children's Videos. - Syed Hammad Ahmed; Shengnan Hu; Gita Sukthankar (ICMLA, 2023)

Enhanced Multimodal Content Moderation of Children's Videos using Audiovisual Fusion. - Syed Hammad Ahmed; Muhammad Junaid Khan; Gita Sukthankar (FLAIRS, 2024)

Smart Sampling: Self-Attention and Bootstrapping for Improved Ensembled Q-Learning. - Muhammad Junaid Khan; Syed Hammad Ahmed; Gita Sukthankar (FLAIRS, 2024)