Conference Papers

GaussianPainter: Painting Point Cloud into 3D Gaussians with Normal Guidance
Jingqiu Zhou, Lue Fan, Xuesong Chen, Linjiang Huang, Si Liu, Hongsheng Li
AAAI 2025[PDF]
Unleashing the Temporal-Spatial Reasoning Capacity of GPT for Training-Free Audio and Language Referenced Video Object Segmentation
Shaofei Huang, Rui Ling, Hongyu Li, Tianrui Hui, Zongheng Tang, Xiaoming Wei, Jizhong Han, Si Liu
AAAI 2025[PDF]
Towards Realistic UAV Vision-Language Navigation: Platform, Benchmark, and Methodology
Xiangyu Wang*, Donglin Yang*, Ziqin Wang*, Hohin Kwan, Jinyu Chen, Wenjun Wu, Hongsheng Li, Yue Liao#, Si Liu#
ICLR 2025[PDF]
LLaVA-MoD: Making LLaVA Tiny via MoE Knowledge Distillation
Fangxun Shu*, Yue Liao*, Le Zhuo, Chenning Xu, Guanghao Zhang, Haonan Shi, Long Chen, Tao Zhong, Wanggui He, Siming Fu, Haoyuan Li, Bolin Li, Zhelun Yu, Si Liu#, Hongsheng Li#, Hao Jiang#
ICLR 2025[PDF]
Point Cluster: A Compact Message Unit for Communication-Efficient Collaborative Perception
Zihan Ding, Jiahui Fu, Si Liu#, Hongyu Li, Siheng Chen, Hongsheng Li, Shifeng Zhang, Xu Zhou
ICLR 2025[PDF]
MC-MoE: Mixture Compressor for Mixture-of-Experts LLMs Gains More
Wei Huang*, Yue Liao*, Jianhui Liu, Ruifei He, Haoru Tan, Shiming Zhang#, Hongsheng Li, Si Liu#, Xiaojuan Qi#
ICLR 2025[PDF]
Generative Map Priors for Collaborative BEV Semantic Segmentation
Jiahui Fu, Yue Gong, Luting Wang, Shifeng Zhang, Xu Zhou, Si Liu#
CVPR 2025
FlexDrive: Toward Trajectory Flexibility in Driving Scene Reconstruction and Rendering
Jingqiu Zhou, Lue Fan, Linjiang Huang#, Zhaoxiang Zhang, Xiaoyu Shi, Si Liu, Hongsheng Li#
CVPR 2025[PDF]
VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection
Songhao Han, Wei Huang, Hairong Shi, Le Zhuo, Xiu Su, Shifeng Zhang, Xu Zhou, Xiaojuan Qi, Yue Liao#, Si Liu#
CVPR 2025[PDF]
LLaVA-ST: A Multimodal Large Language Model for Fine-Grained Spatial-Temporal Understanding
Hongyu Li*, Jinyu Chen*, Ziyu Wei*, Shaofei Huang, Tianrui Hui, Jialin Gao#, Xiaoming Wei, Si Liu#
CVPR 2025[PDF]