Cross-Modality Generation of Amyloid PET from FDG PET for Alzheimer's Disease Diagnosis. - Yu Fu; Le Xue; Yi Liao; Lin Chen; Meng Niu; Hong Zhang; Mei Tian; Cheng Zhuo (BIBM, 2021)

Value Retrieval with Arbitrary Queries for Form-like Documents. - Mingfei Gao; Le Xue; Chetan Ramaiah; Chen Xing; Ran Xu 001; Caiming Xiong (CoRR, 2021)

DocQueryNet: Value Retrieval with Arbitrary Queries for Form-like Documents. - Mingfei Gao; Le Xue; Chetan Ramaiah; Chen Xing; Ran Xu 001; Caiming Xiong (COLING, 2022)

A Resource-Efficient Deep Learning Framework for Low-Dose Brain Pet Image Reconstruction and Analysis. - Yu Fu; Shunjie Dong; Yi Liao; Le Xue; Yuanfan Xu; Feng Li; Qianqian Yang 002; Tianbai Yu; Mei Tian; Cheng Zhuo (ISBI, 2022)

Active Index: An Integrated Index to Reveal Disrupted Brain Network Organizations of Major Depressive Disorder Patients. - Yu Fu; Yanyan Huang; Meng Niu; Le Xue; Shunjie Dong; Shunlin Guo; Junqiang Lei; Cheng Zhuo (ISBI, 2022)

OTFPF: Optimal Transport-Based Feature Pyramid Fusion Network for Brain Age Estimation with 3D Overlapped ConvNeXt. - Yu Fu; Yanyan Huang; Yalin Wang 001; Shunjie Dong; Le Xue; Xunzhao Yin; Qianqian Yang 002; Yiyu Shi 001; Cheng Zhuo (CoRR, 2022)

ULIP: Learning Unified Representation of Language, Image and Point Cloud for 3D Understanding. - Le Xue; Mingfei Gao; Chen Xing; Roberto Martín-Martín; Jiajun Wu 001; Caiming Xiong; Ran Xu 001; Juan Carlos Niebles; Silvio Savarese (CoRR, 2022)

ULIP: Learning a Unified Representation of Language, Images, and Point Clouds for 3D Understanding. - Le Xue; Mingfei Gao; Chen Xing; Roberto Martín-Martín; Jiajun Wu 001; Caiming Xiong; Ran Xu 001; Juan Carlos Niebles; Silvio Savarese (CVPR, 2023)

Robustness Evaluation of Transformer-Based Form Field Extractors via Form Attacks. - Le Xue; Mingfei Gao; Zeyuan Chen 001; Caiming Xiong; Ran Xu 001 (ICDAR (2), 2023)

Model-Agnostic Hierarchical Attention for 3D Object Detection. - Manli Shu; Le Xue; Ning Yu 006; Roberto Martín-Martín; Juan Carlos Niebles; Caiming Xiong; Ran Xu 001 (CoRR, 2023)

ULIP-2: Towards Scalable Multimodal Pre-training for 3D Understanding. - Le Xue; Ning Yu 006; Shu Zhang 007; Junnan Li 001; Roberto Martín-Martín; Jiajun Wu 001; Caiming Xiong; Ran Xu 001; Juan Carlos Niebles; Silvio Savarese (CoRR, 2023)

REX: Rapid Exploration and eXploitation for AI Agents. - Rithesh Murthy; Shelby Heinecke; Juan Carlos Niebles; Zhiwei Liu 001; Le Xue; Weiran Yao; Yihao Feng; Zeyuan Chen 001; Akash Gokul; Devansh Arpit; Ran Xu 001; Phil Mui; et al. (CoRR, 2023)

Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization. - Weiran Yao; Shelby Heinecke; Juan Carlos Niebles; Zhiwei Liu 001; Yihao Feng; Le Xue; Rithesh Murthy; Zeyuan Chen 001; Jianguo Zhang 005; Devansh Arpit; Ran Xu 001; Phil Mui; et al. (CoRR, 2023)

BOLAA: Benchmarking and Orchestrating LLM-augmented Autonomous Agents. - Zhiwei Liu 001; Weiran Yao; Jianguo Zhang 005; Le Xue; Shelby Heinecke; Rithesh Murthy; Yihao Feng; Zeyuan Chen 001; Juan Carlos Niebles; Devansh Arpit; Ran Xu 001; Phil Mui; et al. (CoRR, 2023)

X-InstructBLIP: A Framework for aligning X-Modal instruction-aware representations to LLMs and Emergent Cross-modal Reasoning. - Artemis Panagopoulou; Le Xue; Ning Yu 006; Junnan Li 001; Dongxu Li; Shafiq Joty; Ran Xu 001; Silvio Savarese; Caiming Xiong; Juan Carlos Niebles (CoRR, 2023)

AIGAN: Attention-encoding Integrated Generative Adversarial Network for the reconstruction of low-dose CT and low-dose PET images. - Yu Fu; Shunjie Dong; Meng Niu; Le Xue; Hanning Guo; Yanyan Huang; Yuanfan Xu; Tianbai Yu; Kuangyu Shi; Qianqian Yang 002; Yiyu Shi 001; Hong Zhang; et al. (Medical Image Anal., 2023)

OTFPF: Optimal transport based feature pyramid fusion network for brain age estimation. - Yu Fu; Yanyan Huang; Zhe Zhang; Shunjie Dong; Le Xue; Meng Niu; Yunxin Li; Zhiguo Shi 001; Yalin Wang 001; Hong Zhang; Mei Tian; Cheng Zhuo (Inf. Fusion, 2023)

ULIP-2: Towards Scalable Multimodal Pre-Training for 3D Understanding. - Le Xue; Ning Yu 006; Shu Zhang 007; Artemis Panagopoulou; Junnan Li 001; Roberto Martín-Martín; Jiajun Wu 001; Caiming Xiong; Ran Xu 001; Juan Carlos Niebles; Silvio Savarese (CVPR, 2024)

X-InstructBLIP: A Framework for Aligning Image, 3D, Audio, Video to LLMs and its Emergent Cross-Modal Reasoning. - Artemis Panagopoulou; Le Xue; Ning Yu 006; Junnan Li 001; Dongxu Li; Shafiq Joty; Ran Xu 001; Silvio Savarese; Caiming Xiong; Juan Carlos Niebles (ECCV (45), 2024)

xGen-VideoSyn-1: High-Fidelity Text-to-Video Synthesis with Compressed Representations. - Can Qin; Congying Xia; Krithika Ramakrishnan; Michael S. Ryoo; Lifu Tu; Yihao Feng; Manli Shu; Honglu Zhou; Anas Awadalla; Jun Wang 090; Senthil Purushwalkam; Le Xue; et al. (ECCV Workshops (5), 2024)

Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization. - Weiran Yao; Shelby Heinecke; Juan Carlos Niebles; Zhiwei Liu 001; Yihao Feng; Le Xue; Rithesh R. N.; Zeyuan Chen 001; Jianguo Zhang 005; Devansh Arpit; Ran Xu 001; Phil Mui; et al. (ICLR, 2024)

Hierarchical Point Attention for Indoor 3D Object Detection. - Manli Shu; Le Xue; Ning Yu 006; Roberto Martín-Martín; Caiming Xiong; Tom Goldstein; Juan Carlos Niebles; Ran Xu 001 (ICRA, 2024)

MINT-1T: Scaling Open-Source Multimodal Data by 10x: A Multimodal Dataset with One Trillion Tokens. - Anas Awadalla; Le Xue; Oscar Lo; Manli Shu; Hannah Lee; Etash Kumar Guha; Sheng Shen 001; Mohamed Awadalla; Silvio Savarese; Caiming Xiong; Ran Xu 001; Yejin Choi 001; et al. (NeurIPS, 2024)

MINT-1T: Scaling Open-Source Multimodal Data by 10x: A Multimodal Dataset with One Trillion Tokens. - Anas Awadalla; Le Xue; Oscar Lo; Manli Shu; Hannah Lee; Etash Kumar Guha; Matt Jordan; Sheng Shen 001; Mohamed Awadalla; Silvio Savarese; Caiming Xiong; Ran Xu 001; et al. (CoRR, 2024)

xGen-MM (BLIP-3): A Family of Open Large Multimodal Models. - Le Xue; Manli Shu; Anas Awadalla; Jun Wang 090; An Yan; Senthil Purushwalkam; Honglu Zhou; Viraj Prabhu; Yutong Dai 002; Michael S. Ryoo; Shrikant Kendre; Jieyu Zhang 001; et al. (CoRR, 2024)

xGen-MM-Vid (BLIP-3-Video): You Only Need 32 Tokens to Represent a Video Even in VLMs. - Michael S. Ryoo; Honglu Zhou; Shrikant Kendre; Can Qin; Le Xue; Manli Shu; Silvio Savarese; Ran Xu 001; Caiming Xiong; Juan Carlos Niebles (CoRR, 2024)

BLIP3-KALE: Knowledge Augmented Large-Scale Dense Captions. - Anas Awadalla; Le Xue; Manli Shu; An Yan; Jun Wang 090; Senthil Purushwalkam; Sheng Shen 001; Hannah Lee; Oscar Lo; Jae Sung Park; Etash Kumar Guha; Silvio Savarese; et al. (CoRR, 2024)

ProVision: Programmatically Scaling Vision-centric Instruction Data for Multimodal Language Models. - Jieyu Zhang 001; Le Xue; Linxin Song; Jun Wang 090; Weikai Huang; Manli Shu; An Yan; Zixian Ma; Juan Carlos Niebles; Silvio Savarese; Caiming Xiong; Zeyuan Chen 001; et al. (CoRR, 2024)

Diagnostic performance of artificial intelligence-assisted PET imaging for Parkinson's disease: a systematic review and meta-analysis. - Jing Wang 198; Le Xue; Jiehui Jiang; Fengtao Liu; Ping Wu 003; Jiaying Lu 006; Huiwei Zhang; Weiqi Bao; Qian Xu; Zizhao Ju; Li Chen; Fangyang Jiao; et al. (npj Digit. Medicine, 2024)

LLAVIDAL: A Large LAnguage VIsion Model for Daily Activities of Living. - Dominick Reilly; Rajatsubhra Chakraborty; Arkaprava Sinha; Manish Kumar Govind; Pu Wang 001; François Brémond; Le Xue; Srijan Das (CVPR, 2025)

SemiSAM+: Rethinking semi-supervised medical image segmentation in the era of foundation models. - Yichi Zhang 007; Bohao Lv; Le Xue; Wenbo Zhang; Yuchen Liu; Yu Fu; Yuan Cheng; Yuan Qi (Medical Image Anal., 2025)

SegAnyPET: Universal Promptable Segmentation from Positron Emission Tomography Images. - Yichi Zhang; Le Xue; Wenbo Zhang; Lanlan Li; Yuchen Liu; Chen Jiang; Yuan Cheng; Yuan Qi (CoRR, 2025)

SemiSAM+: Rethinking Semi-Supervised Medical Image Segmentation in the Era of Foundation Models. - Yichi Zhang; Bohao Lv; Le Xue; Wenbo Zhang; Yuchen Liu; Yu Fu; Yuan Cheng; Yuan Qi (CoRR, 2025)

BLIP3-o: A Family of Fully Open Unified Multimodal Models-Architecture, Training and Dataset. - Jiuhai Chen; Zhiyang Xu; Xichen Pan; Yushi Hu; Can Qin; Tom Goldstein; Lifu Huang; Tianyi Zhou 001; Saining Xie; Silvio Savarese; Le Xue; Caiming Xiong; et al. (CoRR, 2025)

Contra4: Evaluating Contrastive Cross-Modal Reasoning in Audio, Video, Image, and 3D. - Artemis Panagopoulou; Le Xue; Honglu Zhou; Silvio Savarese; Ran Xu 001; Caiming Xiong; Chris Callison-Burch; Mark Yatskar; Juan Carlos Niebles (CoRR, 2025)