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)

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)

Deep Recurrent Multi-instance Learning with Spatio-temporal Features for Engagement Intensity Prediction. - Jianfei Yang; Kai Wang 036; Xiaojiang Peng; Yu Qiao 001 (ICMI, 2018)

Multi-Modal Face Anti-Spoofing Attack Detection Challenge at CVPR2019. - Ajian Liu 001; Jun Wan 001; Sergio Escalera; Hugo Jair Escalante; Zichang Tan; Qi Yuan; Kai Wang 036; Chi Lin 002; Guodong Guo; Isabelle Guyon; Stan Z. Li (CVPR Workshops, 2019)

Frame Attention Networks for Facial Expression Recognition in Videos. - Debin Meng; Xiaojiang Peng; Kai Wang 036; Yu Qiao 001 (ICIP, 2019)

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)

Exploring Emotion Features and Fusion Strategies for Audio-Video Emotion Recognition. - Hengshun Zhou; Debin Meng; Yuanyuan Zhang; Xiaojiang Peng; Jun Du 002; Kai Wang 036; Yu Qiao 001 (ICMI, 2019)

Coupled-Projection Residual Network for MRI Super-Resolution. - Chun-Mei Feng 001; Kai Wang 036; Shijian Lu; Yong Xu 001; Heng Kong; Ling Shao 001 (CoRR, 2019)

Interactive Dual Generative Adversarial Networks for Image Captioning. - Junhao Liu 001; Kai Wang 036; Chunpu Xu; Zhou Zhao 001; Ruifeng Xu 001; Ying Shen 001; Min Yang 007 (AAAI, 2020)

Multiple Transfer Learning and Multi-label Balanced Training Strategies for Facial AU Detection In the Wild. - Sijie Ji; Kai Wang 036; Xiaojiang Peng; Jianfei Yang; Zhaoyang Zeng; Yu Qiao 001 (CVPR Workshops, 2020)

Suppressing Uncertainties for Large-Scale Facial Expression Recognition. - Kai Wang 036; Xiaojiang Peng; Jianfei Yang; Shijian Lu; Yu Qiao 001 (CVPR, 2020)

Suppressing Mislabeled Data via Grouping and Self-attention. - Xiaojiang Peng; Kai Wang 036; Zhaoyang Zeng; Qing Li 058; Jianfei Yang; Yu Qiao 001 (ECCV (16), 2020)

Learning Discriminative Representation For Facial Expression Recognition From Uncertainties. - Xingyu Fan; Zhongying Deng; Kai Wang 036; Xiaojiang Peng; Yu Qiao 001 (ICIP, 2020)

AU-Guided Unsupervised Domain Adaptive Facial Expression Recognition. - Kai Wang 036; Yuxin Gu; Xiaojiang Peng; Baigui Sun; Hao Li 030 (CoRR, 2020)

Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition. - Kai Wang 036; Xiaojiang Peng; Jianfei Yang; Debin Meng; Yu Qiao 001 (IEEE Trans. Image Process., 2020)

Advancing Image Understanding in Poor Visibility Environments: A Collective Benchmark Study. - Wenhan Yang; Ye Yuan 012; Wenqi Ren; Jiaying Liu 001; Walter J. Scheirer; Zhangyang Wang; Taiheng Zhang; Qiaoyong Zhong; Di Xie; Shiliang Pu; Yuqiang Zheng; Yanyun Qu; et al. (IEEE Trans. Image Process., 2020)

Mask Aware Network for Masked Face Recognition in the Wild. - Kai Wang 036; Shuo Wang 001; Jianfei Yang; Xiaobo Wang; Baigui Sun; Hao Li 030; Yang You 001 (ICCVW, 2021)

Learning to Cluster Faces via Transformer. - Jinxing Ye; Xiaojiang Peng; Baigui Sun; Kai Wang 036; Xiuyu Sun; Hao Li 030; Hanqing Wu (CoRR, 2021)

An Efficient Training Approach for Very Large Scale Face Recognition. - Kai Wang 036; Shuo Wang 001; Zhipeng Zhou; Xiaobo Wang; Xiaojiang Peng; Baigui Sun; Hao Li 030; Yang You 001 (CoRR, 2021)

Align Yourself: Self-supervised Pre-training for Fine-grained Recognition via Saliency Alignment. - Di Wu 057; Siyuan Li 002; Zelin Zang; Kai Wang 036; Lei Shang; Baigui Sun; Hao Li 030; Stan Z. Li (CoRR, 2021)

Brain MRI super-resolution using coupled-projection residual network. - Chun-Mei Feng 001; Kai Wang 036; Shijian Lu; Yong Xu 001; Xuelong Li 001 (Neurocomputing, 2021)

GarbageNet: A Unified Learning Framework for Robust Garbage Classification. - Jianfei Yang; Zhaoyang Zeng; Kai Wang 036; Han Zou; Lihua Xie 001 (IEEE Trans. Artif. Intell., 2021)

MSDN: Mutually Semantic Distillation Network for Zero-Shot Learning. - Shiming Chen 002; Ziming Hong; Guo-Sen Xie; Wenhan Yang; Qinmu Peng; Kai Wang 036; Jian Zhao 006; Xinge You (CVPR, 2022)

Crafting Better Contrastive Views for Siamese Representation Learning. - Xiangyu Peng; Kai Wang 036; Zheng Zhu; Mang Wang; Yang You 001 (CVPR, 2022)

An Efficient Training Approach for Very Large Scale Face Recognition. - Kai Wang 036; Shuo Wang 001; Panpan Zhang; Zhipeng Zhou; Zheng Zhu; Xiaobo Wang; Xiaojiang Peng; Baigui Sun; Hao Li 030; Yang You 001 (CVPR, 2022)

CAFE: Learning to Condense Dataset by Aligning Features. - Kai Wang 036; Bo Zhao; Xiangyu Peng; Zheng Zhu; Shuo Yang 006; Shuo Wang 001; Guan Huang 003; Hakan Bilen; Xinchao Wang; Yang You 001 (CVPR, 2022)

Modeling Motion with Multi-Modal Features for Text-Based Video Segmentation. - Wangbo Zhao; Kai Wang 036; Xiangxiang Chu; Fuzhao Xue; Xinchao Wang; Yang You 001 (CVPR, 2022)

DLME: Deep Local-Flatness Manifold Embedding. - Zelin Zang; Siyuan Li 002; Di Wu 057; Ge Wang; Kai Wang 036; Lei Shang; Baigui Sun; Hao Li 030; Stan Z. Li (ECCV (21), 2022)

Dataset Distillation via Factorization. - Songhua Liu; Kai Wang 036; Xingyi Yang; Jingwen Ye; Xinchao Wang (NeurIPS, 2022)

Crafting Better Contrastive Views for Siamese Representation Learning. - Xiangyu Peng; Kai Wang 036; Zheng Zhu; Yang You 001 (CoRR, 2022)

Reliable Label Correction is a Good Booster When Learning with Extremely Noisy Labels. - Kai Wang 036; Xiangyu Peng; Shuo Yang 006; Jianfei Yang; Zheng Zhu; Xinchao Wang; Yang You 001 (CoRR, 2022)

FaceMAE: Privacy-Preserving Face Recognition via Masked Autoencoders. - Kai Wang 036; Bo Zhao; Xiangyu Peng; Zheng Zhu; Jiankang Deng; Xinchao Wang; Hakan Bilen; Yang You 001 (CoRR, 2022)

Architecture-Agnostic Masked Image Modeling - From ViT back to CNN. - Siyuan Li 002; Di Wu 057; Fang Wu 002; Zelin Zang; Kai Wang 036; Lei Shang; Baigui Sun; Hao Li 030; Stan Z. Li (CoRR, 2022)

Prompt Vision Transformer for Domain Generalization. - Zangwei Zheng; Xiangyu Yue 001; Kai Wang 036; Yang You 001 (CoRR, 2022)

MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID. - Jianyang Gu; Kai Wang 036; Hao Luo 004; Chen Chen 114; Wei Jiang 009; Yuqiang Fang; Shanghang Zhang; Yang You 001; Jian Zhao 006 (CVPR, 2023)

BiCro: Noisy Correspondence Rectification for Multi-modality Data via Bi-directional Cross-modal Similarity Consistency. - Shuo Yang 006; Zhaopan Xu; Kai Wang 036; Yang You 001; Hongxun Yao; Tongliang Liu; Min Xu 001 (CVPR, 2023)

A Spatio-Temporal Decomposition Network for Compressed Video Quality Enhancement. - Kai Wang 036; Fangdong Chen; Zongmiao Ye; Li Wang; Xiaoyang Wu 007; Shiliang Pu (ICASSP, 2023)

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

Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models. - Zangwei Zheng; Mingyuan Ma; Kai Wang 036; Ziheng Qin; Xiangyu Yue 001; Yang You 001 (ICCV, 2023)

Dataset Quantization. - Daquan Zhou; Kai Wang 036; Jianyang Gu; Xiangyu Peng; Dongze Lian; Yifan Zhang 004; Yang You 001; Jiashi Feng (ICCV, 2023)

Divide to Adapt: Mitigating Confirmation Bias for Domain Adaptation of Black-Box Predictors. - Jianfei Yang; Xiangyu Peng; Kai Wang 036; Zheng Zhu; Jiashi Feng; Lihua Xie 001; Yang You 001 (ICLR, 2023)

PRIOR: Personalized Prior for Reactivating the Information Overlooked in Federated Learning. - Mingjia Shi; Yuhao Zhou; Kai Wang 036; Huaizheng Zhang; Shudong Huang; Qing Ye; Jiancheng Lv 001 (NeurIPS, 2023)

Does Graph Distillation See Like Vision Dataset Counterpart? - Beining Yang; Kai Wang 036; Qingyun Sun; Cheng Ji 001; Xingcheng Fu; Hao Tang 005; Yang You 001; Jianxin Li 002 (NeurIPS, 2023)

Expanding Small-Scale Datasets with Guided Imagination. - Yifan Zhang 004; Daquan Zhou; Bryan Hooi; Kai Wang 036; Jiashi Feng (NeurIPS, 2023)

DiM: Distilling Dataset into Generative Model. - Kai Wang 036; Jianyang Gu; Daquan Zhou; Zheng Zhu; Wei Jiang 009; Yang You 001 (CoRR, 2023)

InfoBatch: Lossless Training Speed Up by Unbiased Dynamic Data Pruning. - Ziheng Qin; Kai Wang 036; Zangwei Zheng; Jianyang Gu; Xiangyu Peng; Daquan Zhou; Yang You 001 (CoRR, 2023)

The 3rd Anti-UAV Workshop & Challenge: Methods and Results. - Jian Zhao 006; Jianan Li 001; Lei Jin 003; Jiaming Chu; Zhihao Zhang; Jun Wang 041; Jiangqiang Xia; Kai Wang 036; Yang Liu 356; Sadaf Gulshad; Jiaojiao Zhao; Tianyang Xu; et al. (CoRR, 2023)

Summarizing Stream Data for Memory-Restricted Online Continual Learning. - Jianyang Gu; Kai Wang 036; Wei Jiang 009; Yang You 001 (CoRR, 2023)

Evidential Detection and Tracking Collaboration: New Problem, Benchmark and Algorithm for Robust Anti-UAV System. - Xuefeng Zhu; Tianyang Xu; Jian Zhao 006; Jia-Wei Liu; Kai Wang 036; Gang Wang 031; Jianan Li 001; Zhihao Zhang; Qiang Wang 051; Lei Jin 003; Zheng Zhu; Junliang Xing; et al. (CoRR, 2023)

The Snowflake Hypothesis: Training Deep GNN with One Node One Receptive field. - Kun Wang 042; Guohao Li 001; Shilong Wang 002; Guibin Zhang; Kai Wang 036; Yang You 001; Xiaojiang Peng; Yuxuan Liang; Yang Wang 015 (CoRR, 2023)

Color Prompting for Data-Free Continual Unsupervised Domain Adaptive Person Re-Identification. - Jianyang Gu; Hao Luo 004; Kai Wang 036; Wei Jiang 009; Yang You 001; Jian Zhao 006 (CoRR, 2023)

Boosting Unsupervised Contrastive Learning Using Diffusion-Based Data Augmentation From Scratch. - Zelin Zang; Hao Luo 004; Kai Wang 036; Panpan Zhang; Fan Wang 019; Stan Z. Li; Yang You 001 (CoRR, 2023)

Can pre-trained models assist in dataset distillation? - Yao Lu; Xuguang Chen; Yuchen Zhang; Jianyang Gu; Tianle Zhang; Yifan Zhang 004; Xiaoniu Yang; Qi Xuan 001; Kai Wang 036; Yang You 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)

Summarizing Stream Data for Memory-Constrained Online Continual Learning. - Jianyang Gu; Kai Wang 036; Wei Jiang 009; Yang You 001 (AAAI, 2024)

ATOM: Attention Mixer for Efficient Dataset Distillation. - Samir Khaki; Ahmad Sajedi; Kai Wang 036; Lucy Z. Liu; Yuri A. Lawryshyn; Konstantinos N. Plataniotis (CVPR Workshops, 2024)

Dataset Growth. - Ziheng Qin; Zhaopan Xu; Yukun Zhou; Zangwei Zheng; Zebang Cheng; Hao Tang 005; Lei Shang; Baigui Sun; Xiaojiang Peng; Radu Timofte; Hongxun Yao; Kai Wang 036; et al. (ECCV (9), 2024)

DiM: Distilling Dataset into Generative Model. - Kai Wang 036; Jianyang Gu; Hansong Zhang 005; Daquan Zhou; Zheng Zhu; Wei Jiang 009; Yang You 001 (ECCV Workshops (19), 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)

InfoBatch: Lossless Training Speed Up by Unbiased Dynamic Data Pruning. - Ziheng Qin; Kai Wang 036; Zangwei Zheng; Jianyang Gu; Xiangyu Peng; Zhaopan Xu; Daquan Zhou; Lei Shang; Baigui Sun; Xuansong Xie; Yang You 001 (ICLR, 2024)

NuwaDynamics: Discovering and Updating in Causal Spatio-Temporal Modeling. - Kun Wang 056; Hao Wu; Yifan Duan; Guibin Zhang; Kai Wang 036; Xiaojiang Peng; Yu Zheng 004; Yuxuan Liang; Yang Wang 015 (ICLR, 2024)

Can We Evaluate Domain Adaptation Models Without Target-Domain Labels? - Jianfei Yang; Hanjie Qian; Yuecong Xu; Kai Wang 036; Lihua Xie 001 (ICLR, 2024)

DiffAug: Enhance Unsupervised Contrastive Learning with Domain-Knowledge-Free Diffusion-based Data Augmentation. - Zelin Zang; Hao Luo 004; Kai Wang 036; Panpan Zhang; Fan Wang 019; Stan Z. Li; Yang You 001 (ICML, 2024)

Two Heads Are Better Than One: Boosting Graph Sparse Training via Semantic and Topological Awareness. - Guibin Zhang; Yanwei Yue; Kun Wang 056; Junfeng Fang; Yongduo Sui; Kai Wang 036; Yuxuan Liang; Dawei Cheng; Shirui Pan; Tianlong Chen 001 (ICML, 2024)

Navigating Complexity: Toward Lossless Graph Condensation via Expanding Window Matching. - Yuchen Zhang; Tianle Zhang; Kai Wang 036; Ziyao Guo; Yuxuan Liang; Xavier Bresson; Wei Jin; Yang You 001 (ICML, 2024)

The Snowflake Hypothesis: Training and Powering GNN with One Node One Receptive Field. - Kun Wang 056; Guohao Li 001; Shilong Wang 002; Guibin Zhang; Kai Wang 036; Yang You 001; Junfeng Fang; Xiaojiang Peng; Yuxuan Liang; Yang Wang 015 (KDD, 2024)

Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning. - Zebang Cheng; Zhi-Qi Cheng; Jun-Yan He; Kai Wang 036; Yuxiang Lin; Zheng Lian; Xiaojiang Peng; Alexander G. Hauptmann (NeurIPS, 2024)

Causal Deciphering and Inpainting in Spatio-Temporal Dynamics via Diffusion Model. - Yifan Duan; Jian Zhao 006; pengcheng; Junyuan Mao; Hao Wu 098; Jingyu Xu 002; Shilong Wang 002; Caoyuan Ma; Kai Wang 036; Kun Wang 056; Xuelong Li 001 (NeurIPS, 2024)

GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning. - Guibin Zhang; Haonan Dong; Yuchen Zhang; Zhixun Li; Dingshuo Chen; Kai Wang 036; Tianlong Chen 001; Yuxuan Liang; Dawei Cheng; Kun Wang 056 (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)

Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation. - Wangbo Zhao; Jiasheng Tang; Yizeng Han; Yibing Song; Kai Wang 036; Gao Huang 001; Fan Wang 019; Yang You 001 (NeurIPS, 2024)

Must: Maximizing Latent Capacity of Spatial Transcriptomics Data. - Zelin Zang; Liangyu Li; Yongjie Xu; Chenrui Duan; Kai Wang 036; Yang You 001; Yi Sun; Stan Z. Li (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)

Neural Network Diffusion. - Kai Wang 036; Zhaopan Xu; Yukun Zhou; Zelin Zang; Trevor Darrell; Zhuang Liu 003; Yang You 001 (CoRR, 2024)

DynST: Dynamic Sparse Training for Resource-Constrained Spatio-Temporal Forecasting. - Hao Wu 094; Haomin Wen; Guibin Zhang; Yutong Xia; Kai Wang 036; Yuxuan Liang; Yu Zheng 004; Kun Wang 056 (CoRR, 2024)

Is Sora a World Simulator? A Comprehensive Survey on General World Models and Beyond. - Zheng Zhu; Xiaofeng Wang; Wangbo Zhao; Chen Min; Nianchen Deng; Min Dou; Yuqi Wang 001; Botian Shi; Kai Wang 036; Chi Zhang; Yang You 001; Zhaoxiang Zhang 001; et al. (CoRR, 2024)

A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training. - Kai Wang 036; Yukun Zhou; Mingjia Shi; Zhihang Yuan; Yuzhang Shang; Xiaojiang Peng; Hanwang Zhang; Yang You 001 (CoRR, 2024)

Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning. - Zebang Cheng; Zhi-Qi Cheng; Jun-Yan He; Jingdong Sun; Kai Wang 036; Yuxiang Lin; Zheng Lian; Xiaojiang Peng; Alexander Hauptmann 001 (CoRR, 2024)

Conditional LoRA Parameter Generation. - Xiaolong Jin; Kai Wang 036; Dongwen Tang; Wangbo Zhao; Yukun Zhou; Junshu Tang; Yang You 001 (CoRR, 2024)

More Than Positive and Negative: Communicating Fine Granularity in Medical Diagnosis. - Xiangyu Peng; Kai Wang 036; Jianfei Yang; Yingying Zhu; Yang You 001 (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)

GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning. - Guibin Zhang; Haonan Dong; Yuchen Zhang; Zhixun Li; Dingshuo Chen; Kai Wang 036; Tianlong Chen 001; Yuxuan Liang; Dawei Cheng; Kun Wang 042 (CoRR, 2024)

HunyuanVideo: A Systematic Framework For Large Video Generative Models. - Weijie Kong; Qi Tian 001; Zijian Zhang 002; Rox Min; Zuozhuo Dai; Jin Zhou; Jiangfeng Xiong; Xin Li; Bo Wu; Jianwei Zhang; Kathrina Wu; Qin Lin; et al. (CoRR, 2024)

Faster Vision Mamba is Rebuilt in Minutes via Merged Token Re-training. - Mingjia Shi; Yuhao Zhou; Ruiji Yu; Zekai Li; Zhiyuan Liang; Xuanlei Zhao; Xiaojiang Peng; Tanmay Rajpurohit; Shanmukha Ramakrishna Vedantam; Wangbo Zhao; Kai Wang 036; Yang You 001 (CoRR, 2024)

Region Generation and Assessment Network for Occluded Person Re-Identification. - Shuting He; Weihua Chen; Kai Wang 036; Hao Luo 004; Fan Wang 019; Wei Jiang 009; Henghui Ding (IEEE Trans. Inf. Forensics Secur., 2024)

Drawing Informative Gradients from Sources: A One-stage Transfer Learning Framework for Cross-city Spatiotemporal Forecasting. - Yudong Zhang 005; Xu Wang 029; Xuan Yu; Zhaoyang Sun; Kai Wang 036; Yang Wang 015 (AAAI, 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)

Emphasizing Discriminative Features for Dataset Distillation in Complex Scenarios. - Kai Wang 036; Zekai Li; Zhi-Qi Cheng; Samir Khaki; Ahmad Sajedi; Ramakrishna Vedantam; Konstantinos N. Plataniotis; Alexander Hauptmann 001; Yang You 001 (CVPR, 2025)

A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training. - Kai Wang 036; Mingjia Shi; Yukun Zhou; Zekai Li; Zhihang Yuan; Yuzhang Shang; Xiaojiang Peng; Hanwang Zhang; Yang You 001 (CVPR, 2025)

A Stitch in Time Saves Nine: Small VLM is a Precise Guidance for Accelerating Large VLMs. - Wangbo Zhao; Yizeng Han; Jiasheng Tang; Zhikai Li; Yibing Song; Kai Wang 036; Zhangyang Wang; Yang You 001 (CVPR, 2025)

Time-Space-Interlaced Spatiotemporal Graph Forecasting via Two-Stage Summarized Attention. - Zhaoyang Sun; Yudong Zhang 005; Xuan Yu; Kai Wang 036; Binwu Wang; Yang Wang 015; Xu Wang 029 (ICASSP, 2025)

Dynamic Diffusion Transformer. - Wangbo Zhao; Yizeng Han; Jiasheng Tang; Kai Wang 036; Yibing Song; Gao Huang 001; Fan Wang 019; Yang You 001 (ICLR, 2025)

Real-Time Video Generation with Pyramid Attention Broadcast. - Xuanlei Zhao; Xiaolong Jin; Kai Wang 036; Yang You 001 (ICLR, 2025)

Recurrent Diffusion for Large-Scale Parameter Generation. - Kai Wang 036; Dongwen Tang; Wangbo Zhao; Yang You 001 (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)

Make Optimization Once and for All with Fine-grained Guidance. - Mingjia Shi; Ruihan Lin; Xuxi Chen; Yuhao Zhou; Zezhen Ding; Pingzhi Li; Tong Wang; Kai Wang 036; Zhangyang Wang; Jiheng Zhang; Tianlong Chen 001 (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)

ORAL: Prompting Your Large-Scale LoRAs via Conditional Recurrent Diffusion. - Rana Muhammad Shahroz Khan; Dongwen Tang; Pingzhi Li; Kai Wang 036; Tianlong Chen 001 (CoRR, 2025)

Dynamic Vision Mamba. - Mengxuan Wu; Zekai Li; Zhiyuan Liang; Moyang Li; Xuanlei Zhao; Samir Khaki; Zheng Zhu; Xiaojiang Peng; Konstantinos N. Plataniotis; Kai Wang 036; Wangbo Zhao; Yang You 001 (CoRR, 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)

DyDiT++: Dynamic Diffusion Transformers for Efficient Visual Generation. - Wangbo Zhao; Yizeng Han; Jiasheng Tang; Kai Wang 036; Hao Luo 004; Yibing Song; Gao Huang 001; Fan Wang 019; Yang You 001 (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)

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)

Drag-and-Drop LLMs: Zero-Shot Prompt-to-Weights. - Zhiyuan Liang; Dongwen Tang; Yuhao Zhou; Xuanlei Zhao; Mingjia Shi; Wangbo Zhao; Zekai Li; Peihao Wang; Konstantin Schürholt; Damian Borth; Michael M. Bronstein; Yang You 001; et al. (CoRR, 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)

EA-ViT: Efficient Adaptation for Elastic Vision Transformer. - Chen Zhu; Wangbo Zhao; Huiwen Zhang; Samir Khaki; Yuhao Zhou; Weidong Tang; Shuo Wang 001; Zhihang Yuan; Yuzhang Shang; Xiaojiang Peng; Kai Wang 036; Dawei Yang (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)