Syntax-guided Localized Self-attention by Constituency Syntactic Distance. - Shengyuan Hou; Jushi Kai; Haotian Xue; Bingyu Zhu; Bo Yuan; Longtao Huang; Xinbing Wang; Zhouhan Lin (EMNLP (Findings), 2022)

Leveraging Grammar Induction for Language Understanding and Generation. - Jushi Kai; Shengyuan Hou; Yusheng Huang; Zhouhan Lin (EMNLP (Findings), 2024)

SH2: Self-Highlighted Hesitation Helps You Decode More Truthfully. - Jushi Kai; Tianhang Zhang; Hai Hu; Zhouhan Lin (EMNLP (Findings), 2024)

ItiNera: Integrating Spatial Optimization with Large Language Models for Open-domain Urban Itinerary Planning. - Yihong Tang; Zhaokai Wang; Ao Qu; Yihao Yan; Zhaofeng Wu; Dingyi Zhuang; Jushi Kai; Kebing Hou; Xiaotong Guo; Jinhua Zhao; Zhan Zhao; Wei Ma (EMNLP (Industry Track), 2024)

FreqKV: Frequency Domain Key-Value Compression for Efficient Context Window Extension. - Jushi Kai; Boyi Zeng; Yixuan Wang; Haoli Bai; Ziwei He; Bo Jiang; Zhouhan Lin (CoRR, 2025)

MLP Memory: Language Modeling with Retriever-pretrained External Memory. - Rubin Wei; Jiaqi Cao; Jiarui Wang; Jushi Kai; Qipeng Guo; Bowen Zhou; Zhouhan Lin (CoRR, 2025)

Fourier-VLM: Compressing Vision Tokens in the Frequency Domain for Large Vision-Language Models. - Huanyu Wang; Jushi Kai; Haoli Bai; Lu Hou; Bo Jiang; Ziwei He; Zhouhan Lin (CoRR, 2025)