Li, Junyan

7 publications

ICML 2025 CommVQ: Commutative Vector Quantization for KV Cache Compression Junyan Li, Yang Zhang, Muhammad Yusuf Hassan, Talha Chafekar, Tianle Cai, Zhile Ren, Pengsheng Guo, Foroozan Karimzadeh, Colorado Reed, Chong Wang, Chuang Gan

CVPR 2025 LSceneLLM: Enhancing Large 3D Scene Understanding Using Adaptive Visual Preferences Hongyan Zhi, Peihao Chen, Junyan Li, Shuailei Ma, Xinyu Sun, Tianhang Xiang, Yinjie Lei, Mingkui Tan, Chuang Gan

ICCV 2025 Learning 4D Embodied World Models Haoyu Zhen, Qiao Sun, Hongxin Zhang, Junyan Li, Siyuan Zhou, Yilun Du, Chuang Gan

ICLR 2024 CoVLM: Composing Visual Entities and Relationships in Large Language Models via Communicative Decoding Junyan Li, Delin Chen, Yining Hong, Zhenfang Chen, Peihao Chen, Yikang Shen, Chuang Gan

ECCV 2024 FlexAttention for Efficient High-Resolution Vision-Language Models Junyan Li, Delin Chen, Tianle Cai, Peihao Chen, Yining Hong, Zhenfang Chen, Yikang Shen, Chuang Gan

CVPR 2024 MultiPLY: A Multisensory Object-Centric Embodied Large Language Model in 3D World Yining Hong, Zishuo Zheng, Peihao Chen, Yian Wang, Junyan Li, Chuang Gan

ICCV 2023 EfficientViT: Lightweight Multi-Scale Attention for High-Resolution Dense Prediction Han Cai, Junyan Li, Muyan Hu, Chuang Gan, Song Han