ViewRefer: Grasp the Multi-view Knowledge for 3D Visual Grounding. - Zoey Guo; Yiwen Tang; Ray Zhang 002; Dong Wang 028; Zhigang Wang 002; Bin Zhao 001; Xuelong Li 001 (ICCV, 2023)

LiDAR-LLM: Exploring the Potential of Large Language Models for 3D LiDAR Understanding. - Senqiao Yang; Jiaming Liu 003; Ray Zhang 002; Mingjie Pan; Zoey Guo; Xiaoqi Li 009; Zehui Chen; Peng Gao 007; Yandong Guo; Shanghang Zhang (CoRR, 2023)

FM-OV3D: Foundation Model-based Cross-modal Knowledge Blending for Open-Vocabulary 3D Detection. - Dongmei Zhang; Chang Li; Ray Zhang 002; Shenghao Xie; Wei Xue 002; Xiaodong Xie; Shanghang Zhang (CoRR, 2023)

Cloud-Device Collaborative Learning for Multimodal Large Language Models. - Guanqun Wang; Jiaming Liu 003; Chenxuan Li; Junpeng Ma; Yuan Zhang 020; Xinyu Wei; Kevin Zhang; Maurice Chong; Ray Zhang 002; Yijiang Liu; Shanghang Zhang (CoRR, 2023)

Point-PEFT: Parameter-Efficient Fine-Tuning for 3D Pre-trained Models. - Yiwen Tang; Ray Zhang 002; Zoey Guo; Xianzheng Ma; Bin Zhao 001; Zhigang Wang 002; Dong Wang 028; Xuelong Li 001 (AAAI, 2024)

Any2Point: Empowering Any-Modality Large Models for Efficient 3D Understanding. - Yiwen Tang; Ray Zhang 002; Jiaming Liu 003; Zoey Guo; Bin Zhao 001; Zhigang Wang 002; Peng Gao 007; Hongsheng Li 001; Dong Wang 028; Xuelong Li 001 (ECCV (36), 2024)

VLUReID: Exploiting Vision-Language Knowledge for Unsupervised Person Re-Identification. - Dongmei Zhang; Ray Zhang 002; Fan Yang 053; Yuan Li 014; Huizhu Jia; Xiaodong Xie; Shanghang Zhang (ICME, 2024)

MR-MLLM: Mutual Reinforcement of Multimodal Comprehension and Vision Perception. - Guanqun Wang; Xinyu Wei; Jiaming Liu 003; Ray Zhang 002; Yichi Zhang; Kevin Zhang; Maurice Chong; Shanghang Zhang (CoRR, 2024)

SciVerse: Unveiling the Knowledge Comprehension and Visual Reasoning of LMMs on Multi-modal Scientific Problems. - Ziyu Guo; Ray Zhang 002; Hao Chen 011; Jialin Gao; Dongzhi Jiang; Jiaze Wang; Pheng-Ann Heng (CoRR, 2025)

CrossLMM: Decoupling Long Video Sequences from LMMs via Dual Cross-Attention Mechanisms. - Shilin Yan; Jiaming Han; Joey Tsai; Hongwei Xue; Rongyao Fang; Lingyi Hong; Ziyu Guo; Ray Zhang 002 (CoRR, 2025)