Gender and Smile Classification Using Deep Convolutional Neural Networks. - Kaipeng Zhang; Lianzhi Tan; Zhifeng Li 001; Yu Qiao 001 (CVPR Workshops, 2016)

A Discriminative Feature Learning Approach for Deep Face Recognition. - Yandong Wen; Kaipeng Zhang; Zhifeng Li 001; Yu Qiao 001 (ECCV (7), 2016)

Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks. - Kaipeng Zhang; Zhanpeng Zhang; Zhifeng Li 001; Yu Qiao 001 (CoRR, 2016)

Joint Face Detection and Alignment Using Multitask Cascaded Convolutional Networks. - Kaipeng Zhang; Zhanpeng Zhang; Zhifeng Li 001; Yu Qiao 001 (IEEE Signal Process. Lett., 2016)

Detecting Faces Using Inside Cascaded Contextual CNN. - Kaipeng Zhang; Zhanpeng Zhang; Hao Wang 050; Zhifeng Li 001; Yu Qiao 001; Wei Liu 005 (ICCV, 2017)

Group emotion recognition with individual facial emotion CNNs and global image based CNNs. - Lianzhi Tan; Kaipeng Zhang; Kai Wang 036; Xiaoxing Zeng; Xiaojiang Peng; Yu Qiao 001 (ICMI, 2017)

PIVTONS: Pose Invariant Virtual Try-On Shoe with Conditional Image Completion. - Chao-Te Chou; Cheng-Han Lee; Kaipeng Zhang; Hu-Cheng Lee; Winston H. Hsu (ACCV (6), 2018)

Attribute Augmented Convolutional Neural Network for Face Hallucination. - Cheng-Han Lee; Kaipeng Zhang; Hu-Cheng Lee; Chia-Wen Cheng; Winston H. Hsu (CVPR Workshops, 2018)

Deep Disguised Faces Recognition. - Kaipeng Zhang; Ya-Liang Chang; Winston H. Hsu (CVPR Workshops, 2018)

Super-Identity Convolutional Neural Network for Face Hallucination. - Kaipeng Zhang; Zhanpeng Zhang; Chia-Wen Cheng; Winston H. Hsu; Yu Qiao 001; Wei Liu 005; Tong Zhang 001 (ECCV (11), 2018)

Cascade Attention Networks For Group Emotion Recognition with Face, Body and Image Cues. - Kai Wang 036; Xiaoxing Zeng; Jianfei Yang; Debin Meng; Kaipeng Zhang; Xiaojiang Peng; Yu Qiao 001 (ICMI, 2018)

Exploring Regularizations with Face, Body and Image Cues for Group Cohesion Prediction. - Da Guo; Kai Wang 036; Jianfei Yang; Kaipeng Zhang; Xiaojiang Peng; Yu Qiao 001 (ICMI, 2019)

Bootstrap Model Ensemble and Rank Loss for Engagement Intensity Regression. - Kai Wang 036; Jianfei Yang; Da Guo; Kaipeng Zhang; Xiaojiang Peng; Yu Qiao 001 (ICMI, 2019)

A Comprehensive Study on Center Loss for Deep Face Recognition. - Yandong Wen; Kaipeng Zhang; Zhifeng Li 001; Yu Qiao 001 (Int. J. Comput. Vis., 2019)

FarSee-Net: Real-Time Semantic Segmentation by Efficient Multi-scale Context Aggregation and Feature Space Super-resolution. - Zhanpeng Zhang; Kaipeng Zhang (ICRA, 2020)

A Dual-Thread Method for Time-Optimal Trajectory Planning in Joint Space Based on Improved NGA. - Kaipeng Zhang; Ning Liu; Gao Wang 001 (J. Robotics, 2020)

Neural Routing by Memory. - Kaipeng Zhang; Zhenqiang Li 002; Zhifeng Li 001; Wei Liu 005; Yoichi Sato 001 (NeurIPS, 2021)

DiffRate : Differentiable Compression Rate for Efficient Vision Transformers. - Mengzhao Chen; Wenqi Shao; Peng Xu; Mingbao Lin; Kaipeng Zhang; Fei Chao 001; Rongrong Ji; Yu Qiao 001; Ping Luo 002 (ICCV, 2023)

RaMLP: Vision MLP via Region-aware Mixing. - Shenqi Lai; Xi Du; Jia Guo; Kaipeng Zhang (IJCAI, 2023)

Foundation Model is Efficient Multimodal Multitask Model Selector. - Fanqing Meng; Wenqi Shao; Zhanglin Peng; Chonghe Jiang; Kaipeng Zhang; Yu Qiao 001; Ping Luo 002 (NeurIPS, 2023)

Align, Adapt and Inject: Sound-guided Unified Image Generation. - Yue Yang; Kaipeng Zhang; Yuying Ge; Wenqi Shao; Zeyue Xue; Yu Qiao 001; Ping Luo 002 (CoRR, 2023)

Meta-Transformer: A Unified Framework for Multimodal Learning. - Yiyuan Zhang; Kaixiong Gong; Kaipeng Zhang; Hongsheng Li 001; Yu Qiao 001; Wanli Ouyang; Xiangyu Yue 001 (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)

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)

Language-driven Open-Vocabulary Keypoint Detection for Animal Body and Face. - Hao Zhang 117; Kaipeng Zhang; Lumin Xu; Shenqi Lai; Wenqi Shao; Nanning Zheng 001; Ping Luo 002; Yu Qiao 001 (CoRR, 2023)

Towards Unified and Effective Domain Generalization. - Yiyuan Zhang; Kaixiong Gong; Xiaohan Ding; Kaipeng Zhang; Fangrui Lv; Kurt Keutzer; Xiangyu Yue 001 (CoRR, 2023)

DREAM+: Efficient Dataset Distillation by Bidirectional Representative Matching. - Yanqing Liu; Jianyang Gu; Kai Wang 036; Zheng Zhu; Kaipeng Zhang; Wei Jiang 009; Yang You 001 (CoRR, 2023)

MLLMs-Augmented Visual-Language Representation Learning. - Yanqing Liu; Kai Wang 036; Wenqi Shao; Ping Luo 002; Yu Qiao 001; Mike Zheng Shou; Kaipeng Zhang; Yang You 001 (CoRR, 2023)

Toward High-quality Face-Mask Occluded Restoration. - Feihong Lu; Hang Chen; Kang Li; Qiliang Deng; Jian Zhao 006; Kaipeng Zhang; Hong Han 001 (ACM Trans. Multim. Comput. Commun. Appl., 2023)

TagCLIP: A Local-to-Global Framework to Enhance Open-Vocabulary Multi-Label Classification of CLIP without Training. - Yuqi Lin; Minghao Chen 001; Kaipeng Zhang; Hengjia Li; Mingming Li; Zheng Yang 008; Dongqin Lv; Binbin Lin; Haifeng Liu 001; Deng Cai 001 (AAAI, 2024)

Data Adaptive Traceback for Vision-Language Foundation Models in Image Classification. - Wenshuo Peng; Kaipeng Zhang; Yue Yang; Hao Zhang 117; Yu Qiao 001 (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)

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)

DiffAgent: Fast and Accurate Text-to-Image API Selection with Large Language Model. - Lirui Zhao; Yue Yang; Kaipeng Zhang; Wenqi Shao; Yuxin Zhang 002; Yu Qiao 001; Ping Luo 002; Rongrong Ji (CVPR, 2024)

Align, Adapt and Inject: Audio-Guided Image Generation, Editing and Stylization. - Yue Yang; Kaipeng Zhang; Yuying Ge; Wenqi Shao; Zeyue Xue; Yu Qiao 001; Ping Luo 002 (ICASSP, 2024)

Towards Lossless Dataset Distillation via Difficulty-Aligned Trajectory Matching. - Ziyao Guo; Kai Wang 036; George Cazenavette; Hui Li; Kaipeng Zhang; Yang You 001 (ICLR, 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)

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)

Position: Towards Implicit Prompt For Text-To-Image Models. - Yue Yang; Yuqi Lin; Hong Liu; Wenqi Shao; Runjian Chen; Hailong Shang; Yu Wang 002; Yu Qiao 001; Kaipeng Zhang; Ping Luo 002 (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)

T3M: Text Guided 3D Human Motion Synthesis from Speech. - Wenshuo Peng; Kaipeng Zhang; Sai Qian Zhang (NAACL-HLT (Findings), 2024)

SearchLVLMs: A Plug-and-Play Framework for Augmenting Large Vision-Language Models by Searching Up-to-Date Internet Knowledge. - Chuanhao Li 001; Zhen Li 026; Chenchen Jing; Shuo Liu; Wenqi Shao; Yuwei Wu 001; Ping Luo 002; Yu Qiao 001; Kaipeng Zhang (NeurIPS, 2024)

ConvBench: A Multi-Turn Conversation Evaluation Benchmark with Hierarchical Ablation Capability for Large Vision-Language Models. - Shuo Liu; Kaining Ying; Hao Zhang 117; Yue Yang; Yuqi Lin; Tianle Zhang; Chuanhao Li 001; Yu Qiao 001; Ping Luo 002; Wenqi Shao; Kaipeng Zhang (NeurIPS, 2024)

Needle In A Multimodal Haystack. - Weiyun Wang; Shuibo Zhang; Yiming Ren; Yuchen Duan; Tiantong Li; Shuo Liu; Mengkang Hu; Zhe Chen 017; Kaipeng Zhang; Lewei Lu; Xizhou Zhu; Ping Luo 002; et al. (NeurIPS, 2024)

Rethinking Human Evaluation Protocol for Text-to-Video Models: Enhancing Reliability, Reproducibility, and Practicality. - Tianle Zhang; Langtian Ma; Yuchen Yan; Yuchen Zhang; Yue Yang; Ziyao Guo; Wenqi Shao; Kai Wang 036; Yang You 001; Yu Qiao 001; Ping Luo 002; Kaipeng Zhang (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)

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)

Two Trades is not Baffled: Condensing Graph via Crafting Rational Gradient Matching. - Tianle Zhang; Yuchen Zhang; Kun Wang 056; Kai Wang 036; Beining Yang; Kaipeng Zhang; Wenqi Shao; Ping Liu 004; Joey Tianyi Zhou; Yang You 001 (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)

RoboScript: Code Generation for Free-Form Manipulation Tasks across Real and Simulation. - Junting Chen; Yao Mu 001; Qiaojun Yu; Tianming Wei; Silang Wu; Zhecheng Yuan; Zhixuan Liang; Chao Yang 026; Kaipeng Zhang; Wenqi Shao; Yu Qiao 001; Huazhe Xu; et al. (CoRR, 2024)

Towards Implicit Prompt For Text-To-Image Models. - Yue Yang; Yuqi Lin; Hong Liu; Wenqi Shao; Runjian Chen; Hailong Shang; Yu Wang 002; Yu Qiao 001; Kaipeng Zhang; Ping Luo 002 (CoRR, 2024)

AVIBench: Towards Evaluating the Robustness of Large Vision-Language Model on Adversarial Visual-Instructions. - Hao Zhang 117; Wenqi Shao; Hong Liu; Yongqiang Ma; Ping Luo 002; Yu Qiao 001; Kaipeng Zhang (CoRR, 2024)

ConvBench: A Multi-Turn Conversation Evaluation Benchmark with Hierarchical Capability for Large Vision-Language Models. - Shuo Liu; Kaining Ying; Hao Zhang 117; Yue Yang; Yuqi Lin; Tianle Zhang; Chuanhao Li 001; Yu Qiao 001; Ping Luo 002; Wenqi Shao; Kaipeng Zhang (CoRR, 2024)

Adapting LLaMA Decoder to Vision Transformer. - Jiahao Wang; Wenqi Shao; Mengzhao Chen; Chengyue Wu; Yong Liu 033; Kaipeng Zhang; Songyang Zhang; Kai Chen 026; Ping Luo 002 (CoRR, 2024)

UDKAG: Augmenting Large Vision-Language Models with Up-to-Date Knowledge. - Chuanhao Li 001; Zhen Li 026; Chenchen Jing; Shuo Liu; Wenqi Shao; Yuwei Wu 001; Ping Luo 002; Yu Qiao 001; Kaipeng Zhang (CoRR, 2024)

GUI Odyssey: A Comprehensive Dataset for Cross-App GUI Navigation on Mobile Devices. - Quanfeng Lu; Wenqi Shao; Zitao Liu; Fanqing Meng; Boxuan Li; Botong Chen; Siyuan Huang 004; Kaipeng Zhang; Yu Qiao 001; Ping Luo 002 (CoRR, 2024)

PhyBench: A Physical Commonsense Benchmark for Evaluating Text-to-Image Models. - Fanqing Meng; Wenqi Shao; Lixin Luo; Yahong Wang; Yiran Chen 013; Quanfeng Lu; Yue Yang; Tianshuo Yang; Kaipeng Zhang; Yu Qiao 001; Ping Luo 002 (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)

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)

Diffree: Text-Guided Shape Free Object Inpainting with Diffusion Model. - Lirui Zhao; Tianshuo Yang; Wenqi Shao; Yuxin Zhang 002; Yu Qiao 001; Ping Luo 002; Kaipeng Zhang; Rongrong Ji (CoRR, 2024)

MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models. - Fanqing Meng; Jin Wang; Chuanhao Li 001; Quanfeng Lu; Hao Tian 006; Jiaqi Liao; Xizhou Zhu; Jifeng Dai; Yu Qiao 001; Ping Luo 002; Kaipeng Zhang; Wenqi Shao (CoRR, 2024)

Prioritize Alignment in Dataset Distillation. - Zekai Li; Ziyao Guo; Wangbo Zhao; Tianle Zhang; Zhi-Qi Cheng; Samir Khaki; Kaipeng Zhang; Ahmad Sajedi; Konstantinos N. Plataniotis; Kai Wang 036; Yang You 001 (CoRR, 2024)

HRVMamba: High-Resolution Visual State Space Model for Dense Prediction. - Hao Zhang 117; Yongqiang Ma; Wenqi Shao; Ping Luo 002; Nanning Zheng 001; Kaipeng Zhang (CoRR, 2024)

Towards World Simulator: Crafting Physical Commonsense-Based Benchmark for Video Generation. - Fanqing Meng; Jiaqi Liao; Xinyu Tan; Wenqi Shao; Quanfeng Lu; Kaipeng Zhang; Yu Cheng 001; Dianqi Li; Yu Qiao 001; Ping Luo 002 (CoRR, 2024)

ZipVL: Efficient Large Vision-Language Models with Dynamic Token Sparsification and KV Cache Compression. - Yefei He; Feng Chen; Jing Liu; Wenqi Shao; Hong Zhou; Kaipeng Zhang; Bohan Zhuang (CoRR, 2024)

Dynamic Multimodal Evaluation with Flexible Complexity by Vision-Language Bootstrapping. - Yue Yang; Shuibai Zhang; Wenqi Shao; Kaipeng Zhang; Yi Bin; Yu Wang 002; Ping Luo 002 (CoRR, 2024)

TP-Eval: Tap Multimodal LLMs' Potential in Evaluation by Customizing Prompts. - Yuxuan Xie; Tianhua Li; Wenqi Shao; Kaipeng Zhang (CoRR, 2024)

GATE OpenING: A Comprehensive Benchmark for Judging Open-ended Interleaved Image-Text Generation. - Pengfei Zhou; Xiaopeng Peng 001; Jiajun Song; Chuanhao Li 001; Zhaopan Xu; Yue Yang; Ziyao Guo; Hao Zhang 117; Yuqi Lin; Yefei He; Lirui Zhao; Shuo Liu; et al. (CoRR, 2024)

ZipAR: Accelerating Auto-regressive Image Generation through Spatial Locality. - Yefei He; Feng Chen; Yuanyu He; Shaoxuan He; Hong Zhou; Kaipeng Zhang; Bohan Zhuang (CoRR, 2024)

FMGNet: An efficient feature-multiplex group network for real-time vision task. - Hao Zhang 117; Yongqiang Ma; Kaipeng Zhang; Nanning Zheng 001; Shenqi Lai (Pattern Recognit., 2024)

Semantic Image Segmentation by Dynamic Discriminative Prototypes. - Kaipeng Zhang; Yoichi Sato 001 (IEEE Trans. Multim., 2024)

HF-HRNet: A Simple Hardware Friendly High-Resolution Network. - Hao Zhang 117; Yujie Dun; Yixuan Pei; Shenqi Lai; Chengxu Liu; Kaipeng Zhang; Xueming Qian (IEEE Trans. Circuits Syst. Video Technol., 2024)

Open-Vocabulary Animal Keypoint Detection with Semantic-Feature Matching. - Hao Zhang 117; Lumin Xu; Shenqi Lai; Wenqi Shao; Nanning Zheng 001; Ping Luo 002; Yu Qiao 001; Kaipeng Zhang (Int. J. Comput. Vis., 2024)

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)

MPBench: A Comprehensive Multimodal Reasoning Benchmark for Process Errors Identification. - Xu Zhao Pan; Pengfei Zhou; Jiaxin Ai; Wangbo Zhao; Kai Wang 036; Xiaojiang Peng; Wenqi Shao; Hongxun Yao; Kaipeng Zhang (ACL (Findings), 2025)

OpenING: A Comprehensive Benchmark for Judging Open-ended Interleaved Image-Text Generation. - Pengfei Zhou; Xiaopeng Peng 001; Jiajun Song; Chuanhao Li 001; Zhaopan Xu; Yue Yang; Ziyao Guo; Hao Zhang 117; Yuqi Lin; Yefei He; Lirui Zhao; Shuo Liu; et al. (CVPR, 2025)

SAMRefiner: Taming Segment Anything Model for Universal Mask Refinement. - Yuqi Lin; Hengjia Li; Wenqi Shao; Zheng Yang 008; Jun Zhao 009; Xiaofei He 001; Ping Luo 002; Kaipeng Zhang (ICLR, 2025)

MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models. - Fanqing Meng; Jin Wang; Chuanhao Li 001; Quanfeng Lu; Hao Tian 006; Tianshuo Yang; Jiaqi Liao; Xizhou Zhu; Jifeng Dai; Yu Qiao 001; Ping Luo 002; Kaipeng Zhang; et al. (ICLR, 2025)

Dynamic Multimodal Evaluation with Flexible Complexity by Vision-Language Bootstrapping. - Yue Yang; Shuibo Zhang; Kaipeng Zhang; Yi Bin; Yu Wang 002; Ping Luo 002; Wenqi Shao (ICLR, 2025)

B-AVIBench: Toward Evaluating the Robustness of Large Vision-Language Model on Black-Box Adversarial Visual-Instructions. - Hao Zhang 117; Wenqi Shao; Hong Liu; Yongqiang Ma; Ping Luo 002; Yu Qiao 001; Nanning Zheng 001; Kaipeng Zhang (IEEE Trans. Inf. Forensics Secur., 2025)

LiT: Delving into a Simplified Linear Diffusion Transformer for Image Generation. - Jiahao Wang; Ning Kang 001; Lewei Yao; Mengzhao Chen; Chengyue Wu; Songyang Zhang; Shuchen Xue; Yong Liu 033; Taiqiang Wu; Xihui Liu; Kaipeng Zhang; Shifeng Zhang; et al. (CoRR, 2025)

Enhance-A-Video: Better Generated Video for Free. - Yang Luo; Xuanlei Zhao; Mengzhao Chen; Kaipeng Zhang; Wenqi Shao; Kai Wang 036; Zhangyang Wang; Yang You 001 (CoRR, 2025)

ARMOR v0.1: Empowering Autoregressive Multimodal Understanding Model with Interleaved Multimodal Generation via Asymmetric Synergy. - Jianwen Sun; Yukang Feng; Chuanhao Li; Fanrui Zhang; Zizhen Li; Jiaxin Ai; Sizhuo Zhou; Yu Dai; Shenglin Zhang; Kaipeng Zhang (CoRR, 2025)

ProJudge: A Multi-Modal Multi-Discipline Benchmark and Instruction-Tuning Dataset for MLLM-based Process Judges. - Jiaxin Ai; Pengfei Zhou; Zhaopan Xu; Ming Li; Fanrui Zhang; Zizhen Li; Jianwen Sun; Yukang Feng; Baojin Huang; Zhongyuan Wang 001; Kaipeng Zhang (CoRR, 2025)

MM-Eureka: Exploring Visual Aha Moment with Rule-based Large-scale Reinforcement Learning. - Fanqing Meng; Lingxiao Du; Zongkai Liu; Zhixiang Zhou; Quanfeng Lu; Daocheng Fu; Botian Shi; Wenhai Wang; Junjun He; Kaipeng Zhang; Ping Luo 002; Yu Qiao 001; et al. (CoRR, 2025)

Neighboring Autoregressive Modeling for Efficient Visual Generation. - Yefei He; Yuanyu He; Shaoxuan He; Feng Chen; Hong Zhou; Kaipeng Zhang; Bohan Zhuang (CoRR, 2025)

MPBench: A Comprehensive Multimodal Reasoning Benchmark for Process Errors Identification. - Zhaopan Xu; Pengfei Zhou; Jiaxin Ai; Wangbo Zhao; Kai Wang 036; Xiaojiang Peng; Wenqi Shao; Hongxun Yao; Kaipeng Zhang (CoRR, 2025)

PEBench: A Fictitious Dataset to Benchmark Machine Unlearning for Multimodal Large Language Models. - Zhaopan Xu; Pengfei Zhou; Weidong Tang; Jiaxin Ai; Wangbo Zhao; Xiaojiang Peng; Kai Wang 036; Yang You 001; Wenqi Shao; Hongxun Yao; Kaipeng Zhang (CoRR, 2025)

Think or Not Think: A Study of Explicit Thinking inRule-Based Visual Reinforcement Fine-Tuning. - Ming Li; Jike Zhong; Shitian Zhao; Yuxiang Lai; Kaipeng Zhang (CoRR, 2025)

Improving Autoregressive Image Generation through Coarse-to-Fine Token Prediction. - Ziyao Guo; Kaipeng Zhang; Michael Qizhe Shieh (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)

MDK12-Bench: A Multi-Discipline Benchmark for Evaluating Reasoning in Multimodal Large Language Models. - Pengfei Zhou; Fanrui Zhang; Xiaopeng Peng 001; Zhaopan Xu; Jiaxin Ai; Yansheng Qiu; Chuanhao Li 001; Zhen Li 026; Ming Li; Yukang Feng; Jianwen Sun; Haoquan Zhang; et al. (CoRR, 2025)

InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models. - Jinguo Zhu; Weiyun Wang; Zhe Chen 017; Zhaoyang Liu 001; Shenglong Ye; Lixin Gu; Hao Tian 006; Yuchen Duan; Weijie Su 002; Jie Shao; Zhangwei Gao; Erfei Cui; et al. (CoRR, 2025)

AI Idea Bench 2025: AI Research Idea Generation Benchmark. - Yansheng Qiu; Haoquan Zhang; Zhaopan Xu; Ming Li; Diping Song; Zheng Wang; Kaipeng Zhang (CoRR, 2025)

Human-Aligned Bench: Fine-Grained Assessment of Reasoning Ability in MLLMs vs. Humans. - Yansheng Qiu; Li Xiao; Zhaopan Xu; Pengfei Zhou; Zheng Wang; Kaipeng Zhang (CoRR, 2025)

DD-Ranking: Rethinking the Evaluation of Dataset Distillation. - Zekai Li; Xinhao Zhong; Samir Khaki; Zhiyuan Liang; Yuhao Zhou; Mingjia Shi; Ziqiao Wang; Xuanlei Zhao; Wangbo Zhao; Ziheng Qin; Mengxuan Wu; Pengfei Zhou; et al. (CoRR, 2025)

IA-T2I: Internet-Augmented Text-to-Image Generation. - Chuanhao Li 001; Jianwen Sun; Yukang Feng; Mingliang Zhai; Yifan Chang; Kaipeng Zhang (CoRR, 2025)

REPA Works Until It Doesn't: Early-Stopped, Holistic Alignment Supercharges Diffusion Training. - Ziqiao Wang; Wangbo Zhao; Yuhao Zhou; Zekai Li; Zhiyuan Liang; Mingjia Shi; Xuanlei Zhao; Pengfei Zhou; Kaipeng Zhang; Zhangyang Wang; Kai Wang 036; Yang You 001 (CoRR, 2025)

SridBench: Benchmark of Scientific Research Illustration Drawing of Image Generation Model. - Yifan Chang; Yukang Feng; Jianwen Sun; Jiaxin Ai; Chuanhao Li; S. Kevin Zhou; Kaipeng Zhang (CoRR, 2025)

EvoMoE: Expert Evolution in Mixture of Experts for Multimodal Large Language Models. - Linglin Jing; Yuting Gao; Zhigang Wang; Wang Lan; Yiwen Tang; Wenhai Wang; Kaipeng Zhang; Qingpei Guo (CoRR, 2025)

A High-Quality Dataset and Reliable Evaluation for Interleaved Image-Text Generation. - Yukang Feng; Jianwen Sun; Chuanhao Li; Zizhen Li; Jiaxin Ai; Fanrui Zhang; Yifan Chang; Shaohua Kevin Zhou; Shenglin Zhang; Yu Dai; Kaipeng Zhang (CoRR, 2025)

Sekai: A Video Dataset towards World Exploration. - Zhen Li 026; Chuanhao Li 001; Xiaofeng Mao; Shaoheng Lin; Ming Li; Shitian Zhao; Zhaopan Xu; Xinyue Li 001; Yukang Feng; Jianwen Sun; Zizhen Li; Fanrui Zhang; et al. (CoRR, 2025)

InternSpatial: A Comprehensive Dataset for Spatial Reasoning in Vision-Language Models. - Nianchen Deng; Lixin Gu; Shenglong Ye; Yinan He; Zhe Chen 017; Songze Li; Haomin Wang 002; Xingguang Wei; Tianshuo Yang; Min Dou; Tong He 001; Wenqi Shao; et al. (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)

Neural-Driven Image Editing. - Pengfei Zhou; Jie Xia; Xiaopeng Peng 001; Wangbo Zhao; Zilong Ye; Zekai Li; Suorong Yang; Jiadong Pan; Yuanxiang Chen; Ziqiao Wang; Kai Wang 036; Qian Zheng; et al. (CoRR, 2025)

PyVision: Agentic Vision with Dynamic Tooling. - Shitian Zhao; Haoquan Zhang; Shaoheng Lin; Ming Li; Qilong Wu; Kaipeng Zhang; Chen Wei (CoRR, 2025)

Yume: An Interactive World Generation Model. - Xiaofeng Mao; Shaoheng Lin; Zhen Li 026; Chuanhao Li 001; Wenshuo Peng; Tong He 001; Jiangmiao Pang; Mingmin Chi; Yu Qiao 001; Kaipeng Zhang (CoRR, 2025)

MDK12-Bench: A Comprehensive Evaluation of Multimodal Large Language Models on Multidisciplinary Exams. - Pengfei Zhou; Xiaopeng Peng 001; Fanrui Zhang; Zhaopan Xu; Jiaxin Ai; Yansheng Qiu; Chuanhao Li 001; Zhen Li 026; Ming Li; Yukang Feng; Jianwen Sun; Haoquan Zhang; et al. (CoRR, 2025)