Joint Multimedia Event Extraction from Video and Article. - Brian Chen 001; Xudong Lin 003; Christopher Thomas 004; Manling Li; Shoya Yoshida; Lovish Chum; Heng Ji 001; Shih-Fu Chang (EMNLP (Findings), 2021)

Multimodal Event Graphs: Towards Event Centric Understanding of Multimodal World. - Hammad A. Ayyubi; Christopher Thomas 004; Lovish Chum; Rahul Lokesh; Yulei Niu; Xudong Lin 003; Long Chen 016; Jaywon Koo; Sounak Ray; Shih-Fu Chang (CoRR, 2022)

Multi-Scale Compositional Constraints for Representation Learning on Videos. - Georgios Paraskevopoulos; Chandrashekhar Lavania; Lovish Chum; Shiva Sundaram (ICASSP, 2023)

Beyond Grounding: Extracting Fine-Grained Event Hierarchies across Modalities. - Hammad A. Ayyubi; Christopher Thomas 004; Lovish Chum; Rahul Lokesh; Long Chen 016; Yulei Niu; Xudong Lin 003; Xuande Feng; Jaywon Koo; Sounak Ray; Shih-Fu Chang (AAAI, 2024)