@misc{ho2026span, title = {Large Language Models Can Control Their Own Attention Span}, author = {Ho, Namgyu and Ahmad, Huzama and Koh, Woosung and Santos, Cicero Nogueira dos and Schuster, Tal and Yun, Se-Young}, howpublished = {Preprint}, year = {2026} } @misc{oh2026bastion, title = {BASTION: Budget-Aware Speculative Decoding with Tree-structured Block Diffusion Drafting}, author = {Oh, Soowon and Cao, Nam and Kim, Yujin and Jung, Hojung and Ahmad, Huzama and Bae, Sangmin and Yun, Se-Young}, howpublished = {Preprint}, year = {2026}, url = {https://arxiv.org/abs/2605.29727} } @misc{ahmad2026spotattention, title = {SpotAttention: Plug-In Block-Sparse Routing for Pretrained Long-Context Transformers}, author = {Ahmad, Huzama and Yun, Se-Young}, howpublished = {Preprint}, year = {2026} } @inproceedings{kim2025kimchi, title = {When Tom Eats Kimchi: Evaluating Cultural Awareness of Multimodal Large Language Models in Cultural Mixture Contexts}, author = {Kim, Jun Seong and Thu, Kyaw Ye and Ismayilzada, Javad and Park, Junyeong and Kim, Eunsu and Ahmad, Huzama and An, Na Min and Thorne, James and Oh, Alice}, booktitle = {Proceedings of the Third Workshop on Cross-Cultural Communication in NLP (C3NLP 2025)}, year = {2025}, address = {Albuquerque, New Mexico}, url = {https://openreview.net/forum?id=4xXipOmTZ4}, note = {Outstanding Paper Award} } @inproceedings{bayramli2025diffusion, title = {Diffusion Models Through a Global Lens: Are They Culturally Inclusive?}, author = {Bayramli, Zahra and Suleymanzade, Ayhan and An, Na Min and Ahmad, Huzama and Kim, Eunsu and Park, Junyeong and Thorne, James and Oh, Alice}, booktitle = {Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (ACL 2025)}, year = {2025}, address = {Vienna, Austria}, url = {https://openreview.net/forum?id=RuOF7gQpv1}, note = {Oral Presentation} }