Meng-Hao Guo

36 papers A* 5Journal 31
YearRankTypeTitle / Venue / Authors
2026 J jnl
Improving Variable-Length Generation in Diffusion Language Models via Length Regularization.
CoRR
Zicong Cheng, Ruixuan Jia, Jia Li, Guo-Wei Yang, Meng-Hao Guo, Shi-Min Hu
2026 J jnl
Recurrent Preference Memory for Efficient Long-Sequence Generative Recommendation.
CoRR
Yixiao Chen, Yuan Wang, Yue Liu, Qiyao Wang, Ke Cheng, Xin Xu, Juntong Yan, Shuojin Yang, Meng-Hao Guo, Jun Zhang, Huan Yu, Jie Jiang
2026 J jnl
Skin Tokens: A Learned Compact Representation for Unified Autoregressive Rigging.
CoRR
Jia-Peng Zhang, Cheng-Feng Pu, Meng-Hao Guo, Yan-Pei Cao, Shi-Min Hu
2025 A* conf
Adaptive Parameter Selection for Tuning Vision-Language Models.
CVPR
Yi Zhang, Yi-Xuan Deng, Meng-Hao Guo, Shi-Min Hu
2025 J jnl
Agentic Keyframe Search for Video Question Answering.
CoRR
Sunqi Fan, Meng-Hao Guo, Shuojin Yang
2025 J jnl
Bee: A High-Quality Corpus and Full-Stack Suite to Unlock Advanced Fully Open MLLMs.
CoRR
Yi Zhang, Bolin Ni, Xin-Sheng Chen, Heng-Rui Zhang, Yongming Rao, Houwen Peng, Qinglin Lu, Han Hu, Meng-Hao Guo, Shi-Min Hu
2025 J jnl
DEER: Draft with Diffusion, Verify with Autoregressive Models.
CoRR
Zicong Cheng, Guo-Wei Yang, Jia Li, Zhijie Deng, Meng-Hao Guo, Shi-Min Hu
2025 J jnl
FastMAE: Efficient Masked Autoencoder with Offline Tokenizer.
Comput. Vis. Media
Meng-Hao Guo, Chen Wang, Wei Liu, Shi-Min Hu
2025 J jnl
GPR: Towards a Generative Pre-trained One-Model Paradigm for Large-Scale Advertising Recommendation.
CoRR
Jun Zhang, Yi Li, Yue Liu, Changping Wang, Yuan Wang, Yuling Xiong, Xun Liu, Haiyang Wu, Qian Li, Enming Zhang, Jiawei Sun, Xin Xu, Zishuai Zhang, Ruoran Liu, Suyuan Huang, Zhaoxin Zhang, Zhengkai Guo, Shuojin Yang, Meng-Hao Guo, Huan Yu, Jie Jiang, Shi-Min Hu
2025 J jnl
One Model to Rig Them All: Diverse Skeleton Rigging with UniRig.
CoRR
Jia-Peng Zhang, Cheng-Feng Pu, Meng-Hao Guo, Yan-Pei Cao, Shi-Min Hu
2025 J jnl
One Model to Rig Them All: Diverse Skeleton Rigging with UniRig.
ACM Trans. Graph.
Jia-Peng Zhang, Cheng-Feng Pu, Meng-Hao Guo, Yan-Pei Cao, Shi-Min Hu
2025 J jnl
R-Bench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation.
CoRR
Meng-Hao Guo, Jiajun Xu, Yi Zhang, Jiaxi Song, Haoyang Peng, Yi-Xuan Deng, Xinzhi Dong, Kiyohiro Nakayama, Zhengyang Geng, Chen Wang, Bolin Ni, Guo-Wei Yang, Yongming Rao, Houwen Peng, Han Hu, Gordon Wetzstein, Shi-Min Hu
2025 J jnl
RBench-V: A Primary Assessment for Visual Reasoning Models with Multi-modal Outputs.
CoRR
Meng-Hao Guo, Xuanyu Chu, Qianrui Yang, Zhe-Han Mo, Yiqing Shen, Pei-lin Li, Xinjie Lin, Jinnian Zhang, Xin-Sheng Chen, Yi Zhang, Kiyohiro Nakayama, Zhengyang Geng, Houwen Peng, Han Hu, Shi-Min Hu
2025 A* conf
RBench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation.
ICML
Meng-Hao Guo, Jiajun Xu, Yi Zhang, Jiaxi Song, Haoyang Peng, Yi-Xuan Deng, Xinzhi Dong, Kiyohiro Nakayama, Zhengyang Geng, Chen Wang, Bolin Ni, Guo-Wei Yang, Yongming Rao, Houwen Peng, Han Hu, Gordon Wetzstein, Shimin Hu
2025 J jnl
Tool-Augmented Spatiotemporal Reasoning for Streamlining Video Question Answering Task.
CoRR
Sunqi Fan, Jiashuo Cui, Meng-Hao Guo, Shuojin Yang
2024 J jnl
CharacterGen: Efficient 3D Character Generation from Single Images with Multi-View Pose Canonicalization.
CoRR
Hao-Yang Peng, Jia-Peng Zhang, Meng-Hao Guo, Yan-Pei Cao, Shi-Min Hu
2024 J jnl
CharacterGen: Efficient 3D Character Generation from Single Images with Multi-View Pose Canonicalization.
ACM Trans. Graph.
Hao-Yang Peng, Jia-Peng Zhang, Meng-Hao Guo, Yan-Pei Cao, Shi-Min Hu
2024 A* conf
Exploring Regional Clues in CLIP for Zero-Shot Semantic Segmentation.
CVPR
Yi Zhang, Meng-Hao Guo, Miao Wang, Shi-Min Hu
2024 J jnl
Tuning Vision-Language Models With Multiple Prototypes Clustering.
IEEE Trans. Pattern Anal. Mach. Intell.
Meng-Hao Guo, Yi Zhang, Tai-Jiang Mu, Sharon X. Huang, Shi-Min Hu
2023 J jnl
Beyond Self-Attention: External Attention Using Two Linear Layers for Visual Tasks.
IEEE Trans. Pattern Anal. Mach. Intell.
Meng-Hao Guo, Zheng-Ning Liu, Tai-Jiang Mu, Shi-Min Hu
2023 A* conf
Long Range Pooling for 3D Large-Scale Scene Understanding.
CVPR
Xiang-Li Li, Meng-Hao Guo, Tai-Jiang Mu, Ralph R. Martin, Shi-Min Hu
2023 J jnl
Long Range Pooling for 3D Large-Scale Scene Understanding.
CoRR
Xiang-Li Li, Meng-Hao Guo, Tai-Jiang Mu, Ralph R. Martin, Shi-Min Hu
2023 J jnl
MWFormer: Mesh Understanding with Window-based Transformer.
Comput. Graph.
Hao-Yang Peng, Meng-Hao Guo, Zheng-Ning Liu, Yong-Liang Yang, Tai-Jiang Mu
2023 J jnl
Visual attention network.
Comput. Vis. Media
Meng-Hao Guo, Cheng-Ze Lu, Zheng-Ning Liu, Ming-Ming Cheng, Shi-Min Hu
2022 J jnl
Attention mechanisms in computer vision: A survey.
Comput. Vis. Media
Meng-Hao Guo, Tian-Xing Xu, Jiang-Jiang Liu, Zheng-Ning Liu, Peng-Tao Jiang, Tai-Jiang Mu, Song-Hai Zhang, Ralph R. Martin, Ming-Ming Cheng, Shi-Min Hu
2022 A* conf
SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentation.
NeurIPS
Meng-Hao Guo, Cheng-Ze Lu, Qibin Hou, Zhengning Liu, Ming-Ming Cheng, Shi-Min Hu
2022 J jnl
SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentation.
CoRR
Meng-Hao Guo, Chengze Lu, Qibin Hou, Zheng-Ning Liu, Ming-Ming Cheng, Shi-Min Hu
2022 J jnl
Subdivision-based Mesh Convolution Networks.
ACM Trans. Graph.
Shi-Min Hu, Zheng-Ning Liu, Meng-Hao Guo, Junxiong Cai, Jiahui Huang, Tai-Jiang Mu, Ralph R. Martin
2022 J jnl
Visual Attention Network.
CoRR
Meng-Hao Guo, Chengze Lu, Zheng-Ning Liu, Ming-Ming Cheng, Shimin Hu
2021 J jnl
Attention Mechanisms in Computer Vision: A Survey.
CoRR
Meng-Hao Guo, Tian-Xing Xu, Jiang-Jiang Liu, Zheng-Ning Liu, Peng-Tao Jiang, Tai-Jiang Mu, Song-Hai Zhang, Ralph R. Martin, Ming-Ming Cheng, Shi-Min Hu
2021 J jnl
Beyond Self-attention: External Attention using Two Linear Layers for Visual Tasks.
CoRR
Meng-Hao Guo, Zheng-Ning Liu, Tai-Jiang Mu, Shi-Min Hu
2021 J jnl
Can Attention Enable MLPs To Catch Up With CNNs?
CoRR
Meng-Hao Guo, Zheng-Ning Liu, Tai-Jiang Mu, Dun Liang, Ralph R. Martin, Shi-Min Hu
2021 J jnl
Can attention enable MLPs to catch up with CNNs?
Comput. Vis. Media
Meng-Hao Guo, Zheng-Ning Liu, Tai-Jiang Mu, Dun Liang, Ralph R. Martin, Shi-Min Hu
2021 J jnl
PCT: Point cloud transformer.
Comput. Vis. Media
Meng-Hao Guo, Junxiong Cai, Zheng-Ning Liu, Tai-Jiang Mu, Ralph R. Martin, Shi-Min Hu
2021 J jnl
Subdivision-Based Mesh Convolution Networks.
CoRR
Shi-Min Hu, Zheng-Ning Liu, Meng-Hao Guo, Junxiong Cai, Jiahui Huang, Tai-Jiang Mu, Ralph R. Martin
2020 J jnl
PCT: Point Cloud Transformer.
CoRR
Meng-Hao Guo, Junxiong Cai, Zheng-Ning Liu, Tai-Jiang Mu, Ralph R. Martin, Shi-Min Hu