Question-Guided Hybrid Convolution for Visual Question Answering. - Peng Gao 007; Hongsheng Li 001; Shuang Li 013; Pan Lu; Yikang Li 002; Steven C. H. Hoi; Xiaogang Wang 001 (ECCV (1), 2018)

Video Object Detection with Locally-Weighted Deformable Neighbors. - Zhengkai Jiang 001; Peng Gao 007; Chaoxu Guo; Qian Zhang 009; Shiming Xiang; Chunhong Pan (AAAI, 2019)

Dynamic Fusion With Intra- and Inter-Modality Attention Flow for Visual Question Answering. - Peng Gao 007; Zhengkai Jiang 001; Haoxuan You; Pan Lu; Steven C. H. Hoi; Xiaogang Wang 001; Hongsheng Li 001 (CVPR, 2019)

Multi-Modality Latent Interaction Network for Visual Question Answering. - Peng Gao 007; Haoxuan You; Zhanpeng Zhang; Xiaogang Wang 001; Hongsheng Li 001 (ICCV, 2019)

Learning Where to Focus for Efficient Video Object Detection. - Zhengkai Jiang 001; Yu Liu 015; Ceyuan Yang; Jihao Liu; Peng Gao 007; Qian Zhang 009; Shiming Xiang; Chunhong Pan (ECCV (16), 2020)

Multi-Layer Content Interaction Through Quaternion Product for Visual Question Answering. - Lei Shi 002; Shijie Geng; Kai Shuang; Chiori Hori; Songxiang Liu; Peng Gao 007; Sen Su (ICASSP, 2020)

Extreme Low-Light Imaging with Multi-granulation Cooperative Networks. - Keqi Wang; Peng Gao 007; Steven C. H. Hoi; Qian Guo; Yuhua Qian (CoRR, 2020)

Character Matters: Video Story Understanding with Character-Aware Relations. - Shijie Geng; Ji Zhang; Zuohui Fu; Peng Gao 007; Hang Zhang; Gerard de Melo (CoRR, 2020)

Spatio-Temporal Scene Graphs for Video Dialog. - Shijie Geng; Peng Gao 007; Chiori Hori; Jonathan Le Roux; Anoop Cherian (CoRR, 2020)

Gradient Regularized Contrastive Learning for Continual Domain Adaptation. - Peng Su; Shixiang Tang; Peng Gao 007; Di Qiu; Ni Zhao; Xiaogang Wang 001 (CoRR, 2020)

Contrastive Visual-Linguistic Pretraining. - Lei Shi 002; Kai Shuang; Shijie Geng; Peng Su; Zhengkai Jiang 001; Peng Gao 007; Zuohui Fu; Gerard de Melo; Sen Su (CoRR, 2020)

Multi-Pass Transformer for Machine Translation. - Peng Gao 007; Chiori Hori; Shijie Geng; Takaaki Hori; Jonathan Le Roux (CoRR, 2020)

End-to-End Object Detection with Adaptive Clustering Transformer. - Minghang Zheng; Peng Gao 007; Xiaogang Wang 001; Hongsheng Li 001; Hao Dong 003 (CoRR, 2020)

Dynamic Graph Representation Learning for Video Dialog via Multi-Modal Shuffled Transformers. - Shijie Geng; Peng Gao 007; Moitreya Chatterjee; Chiori Hori; Jonathan Le Roux; Yongfeng Zhang; Hongsheng Li 001; Anoop Cherian (AAAI, 2021)

End-to-End Object Detection with Adaptive Clustering Transformer. - Minghang Zheng; Peng Gao 007; Renrui Zhang; Kunchang Li 002; Hongsheng Li 001; Hao Dong 003 (BMVC, 2021)

Fast Convergence of DETR with Spatially Modulated Co-Attention. - Peng Gao 007; Minghang Zheng; Xiaogang Wang 001; Jifeng Dai; Hongsheng Li 001 (ICCV, 2021)

Dense Contrastive Visual-Linguistic Pretraining. - Lei Shi 002; Kai Shuang; Shijie Geng; Peng Gao 007; Zuohui Fu; Gerard de Melo; Yunpeng Chen; Sen Su (ACM Multimedia, 2021)

Container: Context Aggregation Networks. - Peng Gao 007; Jiasen Lu; Hongsheng Li 001; Roozbeh Mottaghi; Aniruddha Kembhavi (NeurIPS, 2021)

Dual-stream Network for Visual Recognition. - Mingyuan Mao; Peng Gao 007; Renrui Zhang; Honghui Zheng; Teli Ma; Yan Peng; Errui Ding; Baochang Zhang 001; Shumin Han (NeurIPS, 2021)

RomeBERT: Robust Training of Multi-Exit BERT. - Shijie Geng; Peng Gao 007; Zuohui Fu; Yongfeng Zhang (CoRR, 2021)

Dual-stream Network for Visual Recognition. - Mingyuan Mao; Renrui Zhang; Honghui Zheng; Peng Gao 007; Teli Ma; Yan Peng; Errui Ding; Shumin Han (CoRR, 2021)

Container: Context Aggregation Network. - Peng Gao 007; Jiasen Lu; Hongsheng Li 001; Roozbeh Mottaghi; Aniruddha Kembhavi (CoRR, 2021)

Scalable Transformers for Neural Machine Translation. - Peng Gao 007; Shijie Geng; Yu Qiao 001; Xiaogang Wang 001; Jifeng Dai; Hongsheng Li 001 (CoRR, 2021)

Oriented Object Detection with Transformer. - Teli Ma; Mingyuan Mao; Honghui Zheng; Peng Gao 007; Xiaodi Wang; Shumin Han; Errui Ding; Baochang Zhang 001; David S. Doermann (CoRR, 2021)

Tip-Adapter: Training-free CLIP-Adapter for Better Vision-Language Modeling. - Renrui Zhang; Rongyao Fang; Wei Zhang 056; Peng Gao 007; Kunchang Li 002; Jifeng Dai; Yu Qiao 001; Hongsheng Li 001 (CoRR, 2021)

A Simple Long-Tailed Recognition Baseline via Vision-Language Model. - Teli Ma; Shijie Geng; Mengmeng Wang 005; Jing Shao; Jiasen Lu; Hongsheng Li 001; Peng Gao 007; Yu Qiao 001 (CoRR, 2021)

Multi-View Partial (MVP) Point Cloud Challenge 2021 on Completion and Registration: Methods and Results. - Liang Pan; Tong Wu; Zhongang Cai; Ziwei Liu 002; Xumin Yu; Yongming Rao; Jiwen Lu; Jie Zhou 001; Mingye Xu; Xiaoyuan Luo; Kexue Fu 001; Peng Gao 007; et al. (CoRR, 2021)

You Only Need 90K Parameters to Adapt Light: a Light Weight Transformer for Image Enhancement and Exposure Correction. - Ziteng Cui; Kunchang Li 002; Lin Gu 003; Shenghan Su; Peng Gao 007; Zhengkai Jiang 001; Yu Qiao 001; Tatsuya Harada (BMVC, 2022)

Unleashing the Potential of Vision-Language Models for Long-Tailed Visual Recognition. - Teli Ma; Shijie Geng; Mengmeng Wang 005; Sheng Xu 007; Hongsheng Li 001; Baochang Zhang 001; Peng Gao 007; Yu Qiao 001 (BMVC, 2022)

PointCLIP: Point Cloud Understanding by CLIP. - Renrui Zhang; Ziyu Guo; Wei Zhang 056; Kunchang Li 002; Xupeng Miao; Bin Cui 001; Yu Qiao 001; Peng Gao 007; Hongsheng Li 001 (CVPR, 2022)

Prototypical Contrast Adaptation for Domain Adaptive Semantic Segmentation. - Zhengkai Jiang 001; Yuxi Li 009; Ceyuan Yang; Peng Gao 007; Yabiao Wang; Ying Tai; Chengjie Wang (ECCV (34), 2022)

Frozen CLIP Models are Efficient Video Learners. - Ziyi Lin; Shijie Geng; Renrui Zhang; Peng Gao 007; Gerard de Melo; Xiaogang Wang 001; Jifeng Dai; Yu Qiao 001; Hongsheng Li 001 (ECCV (35), 2022)

Recurrent Bilinear Optimization for Binary Neural Networks. - Sheng Xu 007; Yanjing Li; Tiancheng Wang; Teli Ma; Baochang Zhang 001; Peng Gao 007; Yu Qiao 001; Jinhu Lü; Guodong Guo (ECCV (24), 2022)

IDa-Det: An Information Discrepancy-Aware Distillation for 1-Bit Detectors. - Sheng Xu 007; Yanjing Li; Bohan Zeng; Teli Ma; Baochang Zhang 001; Xianbin Cao 001; Peng Gao 007; Jinhu Lü (ECCV (11), 2022)

Tip-Adapter: Training-Free Adaption of CLIP for Few-Shot Classification. - Renrui Zhang; Wei Zhang 056; Rongyao Fang; Peng Gao 007; Kunchang Li 002; Jifeng Dai; Yu Qiao 001; Hongsheng Li 001 (ECCV (35), 2022)

Audio-Visual Scene-Aware Dialog and Reasoning Using Audio-Visual Transformers with Joint Student-Teacher Learning. - Ankit P. Shah; Shijie Geng; Peng Gao 007; Anoop Cherian; Takaaki Hori; Tim K. Marks; Jonathan Le Roux; Chiori Hori (ICASSP, 2022)

UniFormer: Unified Transformer for Efficient Spatial-Temporal Representation Learning. - Kunchang Li 002; Yali Wang 001; Peng Gao 007; Guanglu Song; Yu Liu 015; Hongsheng Li 001; Yu Qiao 001 (ICLR, 2022)

Adaptive Local Context Embedding for Small Vehicle Detection from Aerial Optical Remote Sensing Images. - Shanjunyu Liu; Yin Zhuang; Hao Dong 003; Peng Gao 007; Guanqun Wang; Tong Zhang 028; Liang Chen 004; He Chen 004; Lianlin Li (IGARSS, 2022)

MCMAE: Masked Convolution Meets Masked Autoencoders. - Peng Gao 007; Teli Ma; Hongsheng Li 001; Ziyi Lin; Jifeng Dai; Yu Qiao 001 (NeurIPS, 2022)

Q-ViT: Accurate and Fully Quantized Low-bit Vision Transformer. - Yanjing Li; Sheng Xu 007; Baochang Zhang 001; Xianbin Cao 001; Peng Gao 007; Guodong Guo (NeurIPS, 2022)

Point-M2AE: Multi-scale Masked Autoencoders for Hierarchical Point Cloud Pre-training. - Renrui Zhang; Ziyu Guo; Peng Gao 007; Rongyao Fang; Bin Zhao 001; Dong Wang 004; Yu Qiao 001; Hongsheng Li 001 (NeurIPS, 2022)

RestoreDet: Degradation Equivariant Representation for Object Detection in Low Resolution Images. - Ziteng Cui; Yingying Zhu 004; Lin Gu 003; Guo-Jun Qi; Xiaoxiao Li; Peng Gao 007; Zenghui Zhang; Tatsuya Harada (CoRR, 2022)

UniFormer: Unified Transformer for Efficient Spatiotemporal Representation Learning. - Kunchang Li 002; Yali Wang 001; Peng Gao 007; Guanglu Song; Yu Liu 015; Hongsheng Li 001; Yu Qiao 001 (CoRR, 2022)

TerViT: An Efficient Ternary Vision Transformer. - Sheng Xu 007; Yanjing Li; Teli Ma; Bohan Zeng; Baochang Zhang 001; Peng Gao 007; Jinhu Lv (CoRR, 2022)

Distillation with Contrast is All You Need for Self-Supervised Point Cloud Representation Learning. - Kexue Fu 001; Peng Gao 007; Renrui Zhang; Hongsheng Li 001; Yu Qiao 001; Manning Wang (CoRR, 2022)

MonoDETR: Depth-aware Transformer for Monocular 3D Object Detection. - Renrui Zhang; Han Qiu 010; Tai Wang; Xuanzhuo Xu; Ziyu Guo; Yu Qiao 001; Peng Gao 007; Hongsheng Li 001 (CoRR, 2022)

POS-BERT: Point Cloud One-Stage BERT Pre-Training. - Kexue Fu 001; Peng Gao 007; Shaolei Liu; Renrui Zhang; Yu Qiao 001; Manning Wang (CoRR, 2022)

ConvMAE: Masked Convolution Meets Masked Autoencoders. - Peng Gao 007; Teli Ma; Hongsheng Li 001; Ziyi Lin; Jifeng Dai; Yu Qiao 001 (CoRR, 2022)

Illumination Adaptive Transformer. - Ziteng Cui; Kunchang Li 002; Lin Gu 003; Shenghan Su; Peng Gao 007; Zhengkai Jiang 001; Yu Qiao 001; Tatsuya Harada (CoRR, 2022)

Consecutive Pretraining: A Knowledge Transfer Learning Strategy with Relevant Unlabeled Data for Remote Sensing Domain. - Tong Zhang 028; Peng Gao 007; Hao Dong 003; Yin Zhuang; Guanqun Wang; Wei Zhang 056; He Chen 004 (CoRR, 2022)

Tip-Adapter: Training-free Adaption of CLIP for Few-shot Classification. - Renrui Zhang; Zhang Wei; Rongyao Fang; Peng Gao 007; Kunchang Li 002; Jifeng Dai; Yu Qiao 001; Hongsheng Li 001 (CoRR, 2022)

Collaboration of Pre-trained Models Makes Better Few-shot Learner. - Renrui Zhang; Hanqiu Deng; Bohao Li; Wei Zhang 056; Hao Dong 003; Hongsheng Li 001; Peng Gao 007; Yu Qiao 001 (CoRR, 2022)

PointCLIP V2: Adapting CLIP for Powerful 3D Open-world Learning. - Xiangyang Zhu; Renrui Zhang; Bowei He; Ziyao Zeng; Shanghang Zhang; Peng Gao 007 (CoRR, 2022)

Hierarchical Disentangling Network for Building Extraction from Very High Resolution Optical Remote Sensing Imagery. - Jianhao Li; Yin Zhuang; Shan Dong; Peng Gao 007; Hao Dong 003; He Chen 004; Liang Chen 004; Lianlin Li (Remote. Sens., 2022)

Consecutive Pre-Training: A Knowledge Transfer Learning Strategy with Relevant Unlabeled Data for Remote Sensing Domain. - Tong Zhang 028; Peng Gao 007; Hao Dong 003; Yin Zhuang; Guanqun Wang; Wei Zhang 056; He Chen 004 (Remote. Sens., 2022)

Resilient Binary Neural Network. - Sheng Xu 007; Yanjing Li; Teli Ma; Mingbao Lin; Hao Dong 003; Baochang Zhang 001; Peng Gao 007; Jinhu Lu (AAAI, 2023)

Q-DETR: An Efficient Low-Bit Quantized Detection Transformer. - Sheng Xu 007; Yanjing Li; Mingbao Lin; Peng Gao 007; Guodong Guo; Jinhu Lü; Baochang Zhang 001 (CVPR, 2023)

Stare at What You See: Masked Image Modeling without Reconstruction. - Hongwei Xue; Peng Gao 007; Hongyang Li 001; Yu Qiao 001; Hao Sun; Houqiang Li; Jiebo Luo 001 (CVPR, 2023)

Prompt, Generate, Then Cache: Cascade of Foundation Models Makes Strong Few-Shot Learners. - Renrui Zhang; Xiangfei Hu; Bohao Li; Siyuan Huang 004; Hanqiu Deng; Yu Qiao 001; Peng Gao 007; Hongsheng Li 001 (CVPR, 2023)

Learning 3D Representations from 2D Pre-Trained Models via Image-to-Point Masked Autoencoders. - Renrui Zhang; Liuhui Wang; Yu Qiao 001; Peng Gao 007; Hongsheng Li 001 (CVPR, 2023)

Starting from Non-Parametric Networks for 3D Point Cloud Analysis. - Renrui Zhang; Liuhui Wang; Yali Wang 001; Peng Gao 007; Hongsheng Li 001; Jianbo Shi (CVPR, 2023)

MonoDETR: Depth-guided Transformer for Monocular 3D Object Detection. - Renrui Zhang; Han Qiu 010; Tai Wang; Ziyu Guo; Ziteng Cui; Yu Qiao 001; Hongsheng Li 001; Peng Gao 007 (ICCV, 2023)

SparseMAE: Sparse Training Meets Masked Autoencoders. - Aojun Zhou; Yang Li 116; Zipeng Qin; Jianbo Liu; Junting Pan; Renrui Zhang; Rui Zhao 001; Peng Gao 007; Hongsheng Li 001 (ICCV, 2023)

PointCLIP V2: Prompting CLIP and GPT for Powerful 3D Open-world Learning. - Xiangyang Zhu; Renrui Zhang; Bowei He; Ziyu Guo; Ziyao Zeng; Zipeng Qin; Shanghang Zhang; Peng Gao 007 (ICCV, 2023)

Not All Features Matter: Enhancing Few-shot CLIP with Adaptive Prior Refinement. - Xiangyang Zhu; Renrui Zhang; Bowei He; Aojun Zhou; Dong Wang 004; Bin Zhao 001; Peng Gao 007 (ICCV, 2023)

Hybrid Transformer Network for Change Detection Under Self-Supervised Pretraining. - Yongjing Cui; Yin Zhuang; Shan Dong; Xinyi Zhang; Peng Gao 007; He Chen 004; Liang Chen 004 (IGARSS, 2023)

SUG: Single-dataset Unified Generalization for 3D Point Cloud Classification. - Siyuan Huang 004; Bo Zhang 069; Botian Shi; Hongsheng Li 001; Yikang Li 002; Peng Gao 007 (ACM Multimedia, 2023)

Mimic before Reconstruct: Enhancing Masked Autoencoders with Feature Mimicking. - Peng Gao 007; Renrui Zhang; Rongyao Fang; Ziyi Lin; Hongyang Li 001; Hongsheng Li 001; Qiao Yu (CoRR, 2023)

Parameter is Not All You Need: Starting from Non-Parametric Networks for 3D Point Cloud Analysis. - Renrui Zhang; Liuhui Wang; Yali Wang 001; Peng Gao 007; Hongsheng Li 001; Jianbo Shi (CoRR, 2023)

LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention. - Renrui Zhang; Jiaming Han; Aojun Zhou; Xiangfei Hu; Shilin Yan; Pan Lu; Hongsheng Li 001; Peng Gao 007; Yu Qiao 001 (CoRR, 2023)

LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model. - Peng Gao 007; Jiaming Han; Renrui Zhang; Ziyi Lin; Shijie Geng; Aojun Zhou; Wei Zhang 056; Pan Lu; Conghui He; Xiangyu Yue 001; Hongsheng Li 001; Yu Qiao 001 (CoRR, 2023)

Personalize Segment Anything Model with One Shot. - Renrui Zhang; Zhengkai Jiang 001; Ziyu Guo; Shilin Yan; Junting Pan; Hao Dong 003; Peng Gao 007; Hongsheng Li 001 (CoRR, 2023)

Instruct2Act: Mapping Multi-modality Instructions to Robotic Actions with Large Language Model. - Siyuan Huang 004; Zhengkai Jiang 001; Hao Dong 003; Yu Qiao 001; Peng Gao 007; Hongsheng Li 001 (CoRR, 2023)

Referred by Multi-Modality: A Unified Temporal Transformer for Video Object Segmentation. - Shilin Yan; Renrui Zhang; Ziyu Guo; Wenchao Chen; Wei Zhang; Hongyang Li 001; Yu Qiao 001; Zhongjiang He; Peng Gao 007 (CoRR, 2023)

Tiny LVLM-eHub: Early Multimodal Experiments with Bard. - Wenqi Shao; Yutao Hu 002; Peng Gao 007; Meng Lei; Kaipeng Zhang; Fanqing Meng; Peng Xu; Siyuan Huang 004; Hongsheng Li 001; Yu Qiao 001; Ping Luo 002 (CoRR, 2023)

Less is More: Towards Efficient Few-shot 3D Semantic Segmentation via Training-free Networks. - Xiangyang Zhu; Renrui Zhang; Bowei He; Ziyu Guo; Jiaming Liu 003; Hao Dong 003; Peng Gao 007 (CoRR, 2023)

Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following. - Ziyu Guo; Renrui Zhang; Xiangyang Zhu; Yiwen Tang; Xianzheng Ma; Jiaming Han; Kexin Chen 003; Peng Gao 007; Xianzhi Li; Hongsheng Li 001; Pheng-Ann Heng (CoRR, 2023)

ImageBind-LLM: Multi-modality Instruction Tuning. - Jiaming Han; Renrui Zhang; Wenqi Shao; Peng Gao 007; Peng Xu; Han Xiao 010; Kaipeng Zhang; Chris Liu; Song Wen 006; Ziyu Guo; Xudong Lu; Shuai Ren; et al. (CoRR, 2023)

Improving Compositional Text-to-image Generation with Large Vision-Language Models. - Song Wen 001; Guian Fang; Renrui Zhang; Peng Gao 007; Hao Dong 003; Dimitris N. Metaxas (CoRR, 2023)

SPHINX: The Joint Mixing of Weights, Tasks, and Visual Embeddings for Multi-modal Large Language Models. - Ziyi Lin; Chris Liu; Renrui Zhang; Peng Gao 007; Longtian Qiu; Han Xiao 010; Han Qiu 010; Chen Lin; Wenqi Shao; Keqin Chen; Jiaming Han; Siyuan Huang 004; et al. (CoRR, 2023)

ChatIllusion: Efficient-Aligning Interleaved Generation ability with Visual Instruction Model. - Xiaowei Chi; Yijiang Liu; Zhengkai Jiang 001; Rongyu Zhang; Ziyi Lin; Renrui Zhang; Peng Gao 007; Chaoyou Fu; Shanghang Zhang; Qifeng Liu; Yike Guo (CoRR, 2023)

3DAxiesPrompts: Unleashing the 3D Spatial Task Capabilities of GPT-4V. - Dingning Liu; Xiaomeng Dong; Renrui Zhang; Xu Luo; Peng Gao 007; Xiaoshui Huang; Yongshun Gong; Zhihui Wang 001 (CoRR, 2023)

A Challenger to GPT-4V? Early Explorations of Gemini in Visual Expertise. - Chaoyou Fu; Renrui Zhang; Zihan Wang; Yubo Huang; Zhengye Zhang; Longtian Qiu; Gaoxiang Ye; Yunhang Shen; Mengdan Zhang; Peixian Chen; Sirui Zhao; Shaohui Lin; et al. (CoRR, 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)

Object-Centric Masked Image Modeling-Based Self-Supervised Pretraining for Remote Sensing Object Detection. - Tong Zhang 028; Yin Zhuang; He Chen 004; Liang Chen 004; Guanqun Wang; Peng Gao 007; Hao Dong 003 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

P2FEViT: Plug-and-Play CNN Feature Embedded Hybrid Vision Transformer for Remote Sensing Image Classification. - Guanqun Wang; He Chen 004; Liang Chen 004; Yin Zhuang; Shanghang Zhang; Tong Zhang 028; Hao Dong 003; Peng Gao 007 (Remote. Sens., 2023)

Hybrid token transformer for deep face recognition. - Weicong Su; Yali Wang 001; Kunchang Li 002; Peng Gao 007; Yu Qiao 001 (Pattern Recognit., 2023)

UniFormer: Unifying Convolution and Self-Attention for Visual Recognition. - Kunchang Li 002; Yali Wang 001; Junhao Zhang; Peng Gao 007; Guanglu Song; Yu Liu 015; Hongsheng Li 001; Yu Qiao 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Referred by Multi-Modality: A Unified Temporal Transformer for Video Object Segmentation. - Shilin Yan; Renrui Zhang; Ziyu Guo; Wenchao Chen; Wei Zhang 016; Hongyang Li 001; Yu Qiao 001; Hao Dong 003; Zhongjiang He; Peng Gao 007 (AAAI, 2024)

ChartAssistant: A Universal Chart Multimodal Language Model via Chart-to-Table Pre-training and Multitask Instruction Tuning. - Fanqing Meng; Wenqi Shao; Quanfeng Lu; Peng Gao 007; Kaipeng Zhang; Yu Qiao 001; Ping Luo 002 (ACL (Findings), 2024)

A3VLM: Actionable Articulation-Aware Vision Language Model. - Siyuan Huang 004; Haonan Chang; Yuhan Liu; Yimeng Zhu; Hao Dong 003; Abdeslam Boularias; Peng Gao 007; Hongsheng Li 001 (CoRL, 2024)

Masked AutoDecoder is Effective Multi-Task Vision Generalist. - Han Qiu 008; Jiaxing Huang 001; Peng Gao 007; Lewei Lu; Xiaoqin Zhang 002; Shijian Lu (CVPR, 2024)

Digital Life Project: Autonomous 3D Characters with Social Intelligence. - Zhongang Cai; Jianping Jiang; Zhongfei Qing; Xinying Guo; Mingyuan Zhang; Zhengyu Lin; Haiyi Mei; Chen Wei; Ruisi Wang; Wanqi Yin; Liang Pan; Xiangyu Fan; et al. (CVPR, 2024)

OneLLM: One Framework to Align All Modalities with Language. - Jiaming Han; Kaixiong Gong; Yiyuan Zhang; Jiaqi Wang 003; Kaipeng Zhang; Dahua Lin; Yu Qiao 001; Peng Gao 007; Xiangyu Yue 001 (CVPR, 2024)

No Time to Train: Empowering Non-Parametric Networks for Few-Shot 3D Scene Segmentation. - Xiangyang Zhu; Renrui Zhang; Bowei He; Ziyu Guo; Jiaming Liu 003; Han Xiao 010; Chaoyou Fu; Hao Dong 003; Peng Gao 007 (CVPR, 2024)

SPHINX: A Mixer of Weights, Visual Embeddings and Image Scales for Multi-modal Large Language Models. - Ziyi Lin; Dongyang Liu; Renrui Zhang; Peng Gao 007; Longtian Qiu; Han Xiao 010; Han Qiu 010; Wenqi Shao; Keqin Chen; Jiaming Han; Siyuan Huang 004; Yichi Zhang; et al. (ECCV (62), 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)

SpatialFormer: Towards Generalizable Vision Transformers with Explicit Spatial Understanding. - Han Xiao 010; Wenzhao Zheng; Sicheng Zuo; Peng Gao 007; Jie Zhou 001; Jiwen Lu (ECCV (13), 2024)

MATHVERSE: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems? - Renrui Zhang; Dongzhi Jiang; Yichi Zhang; Haokun Lin; Ziyu Guo; Pengshuo Qiu; Aojun Zhou; Pan Lu; Kai-Wei Chang; Yu Qiao 001; Peng Gao 007; Hongsheng Li 001 (ECCV (8), 2024)

Unleashing the Potentials of Likelihood Composition for Multi-modal Language Models. - Shitian Zhao; Renrui Zhang; Xu Luo; Yan Wang; Shanghang Zhang; Peng Gao 007 (EMNLP (Findings), 2024)

OmniQuant: Omnidirectionally Calibrated Quantization for Large Language Models. - Wenqi Shao; Mengzhao Chen; Zhaoyang Zhang 004; Peng Xu; Lirui Zhao; Zhiqian Li; Kaipeng Zhang; Peng Gao 007; Yu Qiao 001; Ping Luo 002 (ICLR, 2024)

BESA: Pruning Large Language Models with Blockwise Parameter-Efficient Sparsity Allocation. - Peng Xu; Wenqi Shao; Mengzhao Chen; Shitao Tang; Kaipeng Zhang; Peng Gao 007; Fengwei An; Yu Qiao 001; Ping Luo 002 (ICLR, 2024)

Personalize Segment Anything Model with One Shot. - Renrui Zhang; Zhengkai Jiang 001; Ziyu Guo; Shilin Yan; Junting Pan; Hao Dong 003; Yu Qiao 001; Peng Gao 007; Hongsheng Li 001 (ICLR, 2024)

LLaMA-Adapter: Efficient Fine-tuning of Large Language Models with Zero-initialized Attention. - Renrui Zhang; Jiaming Han; Chris Liu; Aojun Zhou; Pan Lu; Yu Qiao 001; Hongsheng Li 001; Peng Gao 007 (ICLR, 2024)

FreeBind: Free Lunch in Unified Multimodal Space via Knowledge Fusion. - Zehan Wang 001; Ziang Zhang; Xize Cheng; Rongjie Huang 001; Luping Liu; Zhenhui Ye; Haifeng Huang; Yang Zhao 022; Tao Jin 004; Peng Gao 007; Zhou Zhao 001 (ICML, 2024)

InstructSpeech: Following Speech Editing Instructions via Large Language Models. - Rongjie Huang 001; Ruofan Hu; Yongqi Wang; Zehan Wang 001; Xize Cheng; Ziyue Jiang 001; Zhenhui Ye; Dongchao Yang; Luping Liu; Peng Gao 007; Zhou Zhao 001 (ICML, 2024)

SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models. - Dongyang Liu; Renrui Zhang; Longtian Qiu; Siyuan Huang 004; Weifeng Lin; Shitian Zhao; Shijie Geng; Ziyi Lin; Peng Jin; Kaipeng Zhang; Wenqi Shao; Chao Xu; et al. (ICML, 2024)

SPP: Sparsity-Preserved Parameter-Efficient Fine-Tuning for Large Language Models. - Xudong Lu; Aojun Zhou; Yuhui Xu; Renrui Zhang; Peng Gao 007; Hongsheng Li 001 (ICML, 2024)

MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI. - Kaining Ying; Fanqing Meng; Jin Wang; Zhiqian Li; Han Lin; Yue Yang; Hao Zhang 117; Wenbo Zhang 009; Yuqi Lin; Shuo Liu; Jiayi Lei; Quanfeng Lu; et al. (ICML, 2024)

Bridging Zero-shot Object Navigation and Foundation Models through Pixel-Guided Navigation Skill. - Wenzhe Cai; Siyuan Huang 004; Guangran Cheng; Yuxing Long; Peng Gao 007; Changyin Sun 001; Hao Dong 003 (ICRA, 2024)

ManipVQA: Injecting Robotic Affordance and Physically Grounded Information into Multi-Modal Large Language Models. - Siyuan Huang 004; Iaroslav Ponomarenko; Zhengkai Jiang 001; Xiaoqi Li 020; Xiaobin Hu; Peng Gao 007; Hongsheng Li 001; Hao Dong 003 (IROS, 2024)

Phased Consistency Models. - Fu-Yun Wang; Zhaoyang Huang; Alexander William Bergman; Dazhong Shen; Peng Gao 007; Michael Lingelbach; Keqiang Sun; Weikang Bian; Guanglu Song; Yu Liu 015; Xiaogang Wang 001; Hongsheng Li 001 (NeurIPS, 2024)

Lumina-Next : Making Lumina-T2X Stronger and Faster with Next-DiT. - Le Zhuo; Ruoyi Du; Han Xiao 010; Yangguang Li 001; Dongyang Liu; Rongjie Huang 001; Wenze Liu; Xiangyang Zhu; Fu-Yun Wang; Zhanyu Ma; Xu Luo; Zehan Wang 001; et al. (NeurIPS, 2024)

Efficient MAE towards Large-Scale Vision Transformers. - Han Qiu 008; Gongjie Zhang; Jiaxing Huang 001; Peng Gao 007; Zhang Wei; Shijian Lu (WACV, 2024)

Xiaoqing: A Q&A model for glaucoma based on LLMs. - Xiaojuan Xue; Deshiwei Zhang; Chengyang Sun; Yiqiao Shi; Rongsheng Wang; Tao Tan 002; Peng Gao 007; Sujie Fan; Guangtao Zhai; Menghan Hu; Yue Wu (Comput. Biol. Medicine, 2024)

ChartAssisstant: A Universal Chart Multimodal Language Model via Chart-to-Table Pre-training and Multitask Instruction Tuning. - Fanqing Meng; Wenqi Shao; Quanfeng Lu; Peng Gao 007; Kaipeng Zhang; Yu Qiao 001; Ping Luo 002 (CoRR, 2024)

Uni3D-LLM: Unifying Point Cloud Perception, Generation and Editing with Large Language Models. - Dingning Liu; Xiaoshui Huang; Yuenan Hou; Zhihui Wang 001; Zhenfei Yin; Yongshun Gong; Peng Gao 007; Wanli Ouyang (CoRR, 2024)

SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models. - Peng Gao 007; Renrui Zhang; Chris Liu; Longtian Qiu; Siyuan Huang 004; Weifeng Lin; Shitian Zhao; Shijie Geng; Ziyi Lin; Peng Jin; Kaipeng Zhang; Wenqi Shao; et al. (CoRR, 2024)

Searching a Lightweight Network Architecture for Thermal Infrared Pedestrian Tracking. - Peng Gao 007; Xiao Liu; Yu Wang 021; Ru-Yue Yuan (CoRR, 2024)

MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems? - Renrui Zhang; Dongzhi Jiang; Yichi Zhang; Haokun Lin; Ziyu Guo; Pengshuo Qiu; Aojun Zhou; Pan Lu; Kai-Wei Chang; Peng Gao 007; Hongsheng Li 001 (CoRR, 2024)

Lumina-T2X: Transforming Text into Any Modality, Resolution, and Duration via Flow-based Large Diffusion Transformers. - Peng Gao 007; Le Zhuo; Dongyang Liu; Ruoyi Du; Xu Luo; Longtian Qiu; Yuhang Zhang; Chen Lin; Rongjie Huang 001; Shijie Geng; Renrui Zhang; Junlin Xi; et al. (CoRR, 2024)

TerDiT: Ternary Diffusion Models with Transformers. - Xudong Lu; Aojun Zhou; Ziyi Lin; Qi Liu; Yuhui Xu; Renrui Zhang; Yafei Wen; Shuai Ren; Peng Gao 007; Junchi Yan; Hongsheng Li 001 (CoRR, 2024)

Phased Consistency Model. - Fu-Yun Wang; Zhaoyang Huang; Alexander William Bergman; Dazhong Shen; Peng Gao 007; Michael Lingelbach; Keqiang Sun; Weikang Bian; Guanglu Song; Yu Liu 015; Hongsheng Li 001; Xiaogang Wang 001 (CoRR, 2024)

Lumina-Next: Making Lumina-T2X Stronger and Faster with Next-DiT. - Le Zhuo; Ruoyi Du; Han Xiao 010; Yangguang Li 001; Dongyang Liu; Rongjie Huang 001; Wenze Liu; Lirui Zhao; Fu-Yun Wang; Zhanyu Ma; Xu Luo; Zehan Wang 001; et al. (CoRR, 2024)

VEnhancer: Generative Space-Time Enhancement for Video Generation. - Jingwen He; Tianfan Xue; Dongyang Liu; Xinqi Lin; Peng Gao 007; Dahua Lin; Yu Qiao 001; Wanli Ouyang; Ziwei Liu 002 (CoRR, 2024)

MAVIS: Mathematical Visual Instruction Tuning. - Renrui Zhang; Xinyu Wei; Dongzhi Jiang; Yichi Zhang; Ziyu Guo; Chengzhuo Tong; Jiaming Liu 003; Aojun Zhou; Bin Wei; Shanghang Zhang; Peng Gao 007; Hongsheng Li 001 (CoRR, 2024)

EfficientQAT: Efficient Quantization-Aware Training for Large Language Models. - Mengzhao Chen; Wenqi Shao; Peng Xu; Jiahao Wang; Peng Gao 007; Kaipeng Zhang; Yu Qiao 001; Ping Luo 002 (CoRR, 2024)

AMEX: Android Multi-annotation Expo Dataset for Mobile GUI Agents. - Yuxiang Chai; Siyuan Huang 004; Yazhe Niu; Han Xiao 010; Liang Liu; Dingyu Zhang; Peng Gao 007; Shuai Ren; Hongsheng Li 001 (CoRR, 2024)

Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining. - Dongyang Liu; Shitian Zhao; Le Zhuo; Weifeng Lin; Yu Qiao 001; Hongsheng Li 001; Peng Gao 007 (CoRR, 2024)

SAM2Point: Segment Any 3D as Videos in Zero-shot and Promptable Manners. - Ziyu Guo; Renrui Zhang; Xiangyang Zhu; Chengzhuo Tong; Peng Gao 007; Chunyuan Li; Pheng-Ann Heng (CoRR, 2024)

MMSearch: Benchmarking the Potential of Large Models as Multi-modal Search Engines. - Dongzhi Jiang; Renrui Zhang; Ziyu Guo; Yanmin Wu; Jiayi Lei; Pengshuo Qiu; Pan Lu; Zehui Chen; Guanglu Song; Peng Gao 007; Yu Liu 015; Chunyuan Li; et al. (CoRR, 2024)

PixWizard: Versatile Image-to-Image Visual Assistant with Open-Language Instructions. - Weifeng Lin; Xinyu Wei; Renrui Zhang; Le Zhuo; Shitian Zhao; Siyuan Huang 004; Junlin Xi; Yu Qiao 001; Peng Gao 007; Hongsheng Li 001 (CoRR, 2024)

SKT: Integrating State-Aware Keypoint Trajectories with Vision-Language Models for Robotic Garment Manipulation. - Xin Li 110; Siyuan Huang 004; Qiaojun Yu; Zhengkai Jiang 001; Ce Hao; Yimeng Zhu; Hongsheng Li 001; Peng Gao 007; Cewu Lu (CoRR, 2024)

UniAff: A Unified Representation of Affordances for Tool Usage and Articulation with Vision-Language Models. - Qiaojun Yu; Siyuan Huang 004; Xibin Yuan; Zhengkai Jiang 001; Ce Hao; Xin Li 110; Haonan Chang; Junbo Wang 004; Liu Liu 012; Hongsheng Li 001; Peng Gao 007; Cewu Lu (CoRR, 2024)

I-Max: Maximize the Resolution Potential of Pre-trained Rectified Flow Transformers with Projected Flow. - Ruoyi Du; Dongyang Liu; Le Zhuo; Qin Qi; Hongsheng Li 001; Zhanyu Ma; Peng Gao 007 (CoRR, 2024)

LongHalQA: Long-Context Hallucination Evaluation for MultiModal Large Language Models. - Han Qiu 008; Jiaxing Huang 001; Peng Gao 007; Qin Qi; Xiaoqin Zhang 002; Ling Shao 001; Shijian Lu (CoRR, 2024)

Customize Your Visual Autoregressive Recipe with Set Autoregressive Modeling. - Wenze Liu; Le Zhuo; Yi Xin 003; Sheng Xia; Peng Gao 007; Xiangyu Yue 001 (CoRR, 2024)

TAR3D: Creating High-Quality 3D Assets via Next-Part Prediction. - Xuying Zhang; Yutong Liu; Yangguang Li 001; Renrui Zhang; Yufei Liu; Kai Wang 001; Wanli Ouyang; Zhiwei Xiong; Peng Gao 007; Qibin Hou; Ming-Ming Cheng (CoRR, 2024)

POS-BERT: Point cloud one-stage BERT pre-training. - Kexue Fu 001; Peng Gao 007; Shaolei Liu; Linhao Qu; Longxiang Gao; Manning Wang (Expert Syst. Appl., 2024)

CLIP-Adapter: Better Vision-Language Models with Feature Adapters. - Peng Gao 007; Shijie Geng; Renrui Zhang; Teli Ma; Rongyao Fang; Yongfeng Zhang; Hongsheng Li 001; Yu Qiao 001 (Int. J. Comput. Vis., 2024)

Mimic before Reconstruct: Enhancing Masked Autoencoders with Feature Mimicking. - Peng Gao 007; Ziyi Lin; Renrui Zhang; Rongyao Fang; Hongyang Li 001; Hongsheng Li 001; Yu Qiao 001 (Int. J. Comput. Vis., 2024)

FeatAug-DETR: Enriching One-to-Many Matching for DETRs With Feature Augmentation. - Rongyao Fang; Peng Gao 007; Aojun Zhou; Yingjie Cai; Si Liu 001; Jifeng Dai; Hongsheng Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

LiDAR-LLM: Exploring the Potential of Large Language Models for 3D LiDAR Understanding. - Senqiao Yang; Jiaming Liu 003; Renrui Zhang; Mingjie Pan; Ziyu Guo; Xiaoqi Li 009; Zehui Chen; Peng Gao 007; Hongsheng Li 001; Yandong Guo; Shanghang Zhang (AAAI, 2025)

EfficientQAT: Efficient Quantization-Aware Training for Large Language Models. - Mengzhao Chen; Wenqi Shao; Peng Xu; Jiahao Wang; Peng Gao 007; Kaipeng Zhang; Ping Luo 002 (ACL (1), 2025)

Adaptive Markup Language Generation for Contextually-Grounded Visual Document Understanding. - Han Xiao 010; Yina Xie; Guanxin Tan; Yinghao Chen; Rui Hu; Ke Wang 036; Aojun Zhou; Hao Li 069; Hao Shao; Xudong Lu; Peng Gao 007; Yafei Wen; et al. (CVPR, 2025)

Let's Verify and Reinforce Image Generation Step by Step. - Renrui Zhang; Chengzhuo Tong; Zhizheng Zhao; Ziyu Guo; Haoquan Zhang; Manyuan Zhang; Jiaming Liu 003; Peng Gao 007; Hongsheng Li 001 (CVPR, 2025)

Lumina-T2X: Scalable Flow-based Large Diffusion Transformer for Flexible Resolution Generation. - Peng Gao 007; Le Zhuo; Dongyang Liu; Ruoyi Du; Xu Luo; Longtian Qiu; Yuhang Zhang; Rongjie Huang 001; Shijie Geng; Renrui Zhang; Junlin Xie; Wenqi Shao; et al. (ICLR, 2025)

MMSearch: Unveiling the Potential of Large Models as Multi-modal Search Engines. - Dongzhi Jiang; Renrui Zhang; Ziyu Guo; Yanmin Wu; Jiayi Lei; Pengshuo Qiu; Pan Lu; Zehui Chen; Guanglu Song; Peng Gao 007; Yu Liu 015; Chunyuan Li; et al. (ICLR, 2025)

Draw-and-Understand: Leveraging Visual Prompts to Enable MLLMs to Comprehend What You Want. - Weifeng Lin; Xinyu Wei; Ruichuan An; Peng Gao 007; Bocheng Zou; Yulin Luo; Siyuan Huang 004; Shanghang Zhang; Hongsheng Li 001 (ICLR, 2025)

PixWizard: Versatile Image-to-Image Visual Assistant with Open-Language Instructions. - Weifeng Lin; Xinyu Wei; Renrui Zhang; Le Zhuo; Shitian Zhao; Siyuan Huang 004; Junlin Xie; Peng Gao 007; Hongsheng Li 001 (ICLR, 2025)

MAVIS: Mathematical Visual Instruction Tuning with an Automatic Data Engine. - Renrui Zhang; Xinyu Wei; Dongzhi Jiang; Ziyu Guo; Yichi Zhang; Chengzhuo Tong; Jiaming Liu 003; Aojun Zhou; Shanghang Zhang; Peng Gao 007; Hongsheng Li 001 (ICLR, 2025)

3DAxisPrompt: Promoting the 3D grounding and reasoning in GPT-4o. - Dingning Liu; Cheng Wang 026; Peng Gao 007; Renrui Zhang; Xinzhu Ma; Yuan Meng; Zhihui Wang 001 (Neurocomputing, 2025)

EnerVerse: Envisioning Embodied Future Space for Robotics Manipulation. - Siyuan Huang 004; Liliang Chen; Pengfei Zhou; Shengcong Chen; Zhengkai Jiang 001; Yutao Hu 002; Peng Gao 007; Hongsheng Li 001; Maoqing Yao; Guanghui Ren (CoRR, 2025)

Vchitect-2.0: Parallel Transformer for Scaling Up Video Diffusion Models. - Weichen Fan; Chenyang Si; Junhao Song; Zhenyu Yang; Yinan He; Long Zhuo; Ziqi Huang; Ziyue Dong; Jingwen He; Dongwei Pan; Yi Wang 074; Yuming Jiang 003; et al. (CoRR, 2025)

IMAGINE-E: Image Generation Intelligence Evaluation of State-of-the-art Text-to-Image Models. - Jiayi Lei; Renrui Zhang; Xiangfei Hu; Weifeng Lin; Zhen Li 026; Wenjian Sun; Ruoyi Du; Le Zhuo; Zhongyu Li 002; Xinyue Li 001; Shitian Zhao; Ziyu Guo; et al. (CoRR, 2025)

Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step. - Ziyu Guo; Renrui Zhang; Chengzhuo Tong; Zhizheng Zhao; Peng Gao 007; Hongsheng Li 001; Pheng-Ann Heng (CoRR, 2025)

Lumina-Video: Efficient and Flexible Video Generation with Multi-scale Next-DiT. - Dongyang Liu; Shicheng Li; Yutong Liu; Zhen Li; Kai Wang; Xinyue Li; Qi Qin; Yufei Liu; Yi Xin; Zhongyu Li 006; Bin Fu; Chenyang Si; et al. (CoRR, 2025)

MME-CoT: Benchmarking Chain-of-Thought in Large Multimodal Models for Reasoning Quality, Robustness, and Efficiency. - Dongzhi Jiang; Renrui Zhang; Ziyu Guo; Yanwei Li; Yu Qi; Xinyan Chen; Liuhui Wang; Jianhan Jin; Claire Guo; Shen Yan; Bo Zhang 069; Chaoyou Fu; et al. (CoRR, 2025)

TIDE : Temporal-Aware Sparse Autoencoders for Interpretable Diffusion Transformers in Image Generation. - Victor Shea-Jay Huang; Le Zhuo; Yi Xin 003; Zhaokai Wang; Peng Gao 007; Hongsheng Li 001 (CoRR, 2025)

LeX-Art: Rethinking Text Generation via Scalable High-Quality Data Synthesis. - Shitian Zhao; Qilong Wu; Xinyue Li 001; Bo Zhang 069; Ming Li; Qi Qin; Dongyang Liu; Kai Zhang 008; Hongsheng Li 001; Yu Qiao 001; Peng Gao 007; Bin Fu; et al. (CoRR, 2025)

Lumina-Image 2.0: A Unified and Efficient Image Generative Framework. - Qi Qin; Le Zhuo; Yi Xin 003; Ruoyi Du; Zhen Li 026; Bin Fu; Yiting Lu; Jiakang Yuan; Xinyue Li 001; Dongyang Liu; Xiangyang Zhu; Manyuan Zhang; et al. (CoRR, 2025)

LVLM-EHub: A Comprehensive Evaluation Benchmark for Large Vision-Language Models. - Peng Xu; Wenqi Shao; Kaipeng Zhang; Peng Gao 007; Shuo Liu; Meng Lei; Fanqing Meng; Siyuan Huang 004; Yu Qiao 001; Ping Luo 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Lumina-OmniLV: A Unified Multimodal Framework for General Low-Level Vision. - Yuandong Pu; Le Zhuo; Kaiwen Zhu; Liangbin Xie; Wenlong Zhang; Xiangyu Chen 006; Peng Gao 007; Yu Qiao 001; Chao Dong 005; Yihao Liu 001 (CoRR, 2025)

OmniCaptioner: One Captioner to Rule Them All. - Yiting Lu; Jiakang Yuan; Zhen Li; Shitian Zhao; Qi Qin; Xinyue Li; Le Zhuo; Licheng Wen; Dongyang Liu; Yuewen Cao; Xiangchao Yan; Xin Li 082; et al. (CoRR, 2025)

VisualCloze: A Universal Image Generation Framework via Visual In-Context Learning. - Zhong-Yu Li 006; Ruoyi Du; Juncheng Yan; Le Zhuo; Zhen Li 026; Peng Gao 007; Zhanyu Ma; Ming-Ming Cheng (CoRR, 2025)

TrustGeoGen: Scalable and Formal-Verified Data Engine for Trustworthy Multi-modal Geometric Problem Solving. - Daocheng Fu; Zijun Chen; Renqiu Xia; Qi Liu; Yuan Feng 001; Hongbin Zhou; Renrui Zhang; Shiyang Feng; Peng Gao 007; Junchi Yan; Botian Shi; Bo Zhang 069; et al. (CoRR, 2025)

From Reflection to Perfection: Scaling Inference-Time Optimization for Text-to-Image Diffusion Models via Reflection Tuning. - Le Zhuo; Liangbing Zhao; Sayak Paul; Yue Liao; Renrui Zhang; Yi Xin 003; Peng Gao 007; Mohamed Elhoseiny; Hongsheng Li 001 (CoRR, 2025)

TinyLVLM-eHub: Towards Comprehensive and Efficient Evaluation for Large Vision-Language Models. - Wenqi Shao; Meng Lei; Yutao Hu 002; Peng Gao 007; Peng Xu; Kaipeng Zhang; Fanqing Meng; Siyuan Huang 004; Hongsheng Li 001; Yu Qiao 001; Ping Luo 002 (IEEE Trans. Big Data, 2025)

Resurrect Mask AutoRegressive Modeling for Efficient and Scalable Image Generation. - Yi Xin 003; Le Zhuo; Qi Qin; Siqi Luo; Yuewen Cao; Bin Fu; Yangfan He; Hongsheng Li 001; Guangtao Zhai; Xiaohong Liu 001; Peng Gao 007 (CoRR, 2025)

Lumina-mGPT 2.0: Stand-Alone AutoRegressive Image Modeling. - Yi Xin 003; Juncheng Yan; Qi Qin; Zhen Li 026; Dongyang Liu; Shicheng Li; Victor Shea-Jay Huang; Yupeng Zhou; Renrui Zhang; Le Zhuo; Tiancheng Han; Xiaoqing Sun; et al. (CoRR, 2025)

OneVAE: Joint Discrete and Continuous Optimization Helps Discrete Video VAE Train Better. - Yupeng Zhou; Zhen Li; Ziheng Ouyang; Yuming Chen; Ruoyi Du; Daquan Zhou; Bin Fu; Yihao Liu; Peng Gao 007; Ming-Ming Cheng; Qibin Hou (CoRR, 2025)