UNICORN: A Unified Causal Video-Oriented Language-Modeling Framework for Temporal Video-Language Tasks. - Yuanhao Xiong; Yixin Nie; Haotian Liu; Boxin Wang; Jun Chen; Rong Jin 001; Cho-Jui Hsieh; Lorenzo Torresani; Jie Lei 006 (EMNLP, 2024)

EmbSum: Leveraging the Summarization Capabilities of Large Language Models for Content-Based Recommendations. - Chiyu Zhang; Yifei Sun 010; Minghao Wu; Jun Chen; Jie Lei 006; Muhammad Abdul-Mageed; Rong Jin 001; Angli Liu; Ji Zhu; Sem Park; Ning Yao; Bo Long (RecSys, 2024)

SPAR: Personalized Content-Based Recommendation via Long Engagement Attention. - Chiyu Zhang; Yifei Sun 010; Jun Chen; Jie Lei 006; Muhammad Abdul-Mageed; Sinong Wang; Rong Jin 001; Sem Park; Ning Yao; Bo Long (CoRR, 2024)

Enhancing Embedding Representation Stability in Recommendation Systems with Semantic ID. - Carolina Zheng; Minhui Huang; Dmitrii Pedchenko; Kaushik Rangadurai; Siyu Wang 008; Fan Xia; Gaby Nahum; Jie Lei 006; Yang Yang 083; Tao Liu 035; Zutian Luo; Xiaohan Wei; et al. (RecSys, 2025)

Enhancing Embedding Representation Stability in Recommendation Systems with Semantic ID. - Carolina Zheng; Minhui Huang; Dmitrii Pedchenko; Kaushik Rangadurai; Siyu Wang 008; Gaby Nahum; Jie Lei 006; Yang Yang 083; Tao Liu 035; Zutian Luo; Xiaohan Wei; Dinesh Ramasamy; et al. (CoRR, 2025)