Mingkai Zheng - RankMe

33 papers A* 9B 1Misc 1Journal 20Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	COMPSO: Optimizing Gradient Compression for Distributed Training with Second-Order Optimizers. PPoPP Baixi Sun, Weijin Liu, J. Gregory Pauloski, Jiannan Tian, Jinda Jia, Daoce Wang, Boyuan Zhang, Mingkai Zheng, Sheng Di, Sian Jin, Zhao Zhang, Xiaodong Yu, Kamil A. Iskra, Pete Beckman, Guangming Tan, Dingwen Tao
2025	J	`jnl`	Efficient Fine-Grained GPU Performance Modeling for Distributed Deep Learning of LLM. CoRR Biyao Zhang, Mingkai Zheng, Debargha Ganguly, Xuecen Zhang, Vikash Singh, Vipin Chaudhary, Zhao Zhang
2025	Misc	`conf`	Efficient Fine-Grained Gpu Performance Modeling for Distributed Deep Learning of Llm. HiPC Biyao Zhang, Mingkai Zheng, Debargha Ganguly, Xuecen Zhang, Vikash Singh, Vipin Chaudhary, Zhao Zhang
2025	—	`conf`	Radius: Range-based Gradient Sparsity for Large Foundation Model Pre-training. MLSys Mingkai Zheng, Zhao Zhang
2025	J	`jnl`	VQ-Logits: Compressing the Output Bottleneck of Large Language Models via Vector Quantized Logits. CoRR Jintian Shao, Hongyi Huang, Jiayi Wu, Yiming Cheng, Zhiyu Wu, You Shan, Mingkai Zheng
2024	J	`jnl`	SAU: A Dual-Branch Network to Enhance Long-Tailed Recognition via Generative Models. CoRR Guangxi Li, Yinsheng Song, Mingkai Zheng
2024	J	`jnl`	Training-free Long Video Generation with Chain of Diffusion Model Experts. CoRR Wenhao Li, Yichao Cao, Xiu Su, Xi Lin, Shan You, Mingkai Zheng, Yi Chen, Chang Xu
2024	J	`jnl`	Weak Augmentation Guided Relational Self-Supervised Learning. IEEE Trans. Pattern Anal. Mach. Intell. Mingkai Zheng, Shan You, Fei Wang, Chen Qian, Changshui Zhang, Xiaogang Wang, Chang Xu
2023	A*	`conf`	Boosting Semi-Supervised Semantic Segmentation with Probabilistic Representations. AAAI Haoyu Xie, Changqi Wang, Mingkai Zheng, Minjing Dong, Shan You, Chong Fu, Chang Xu
2023	J	`jnl`	Can GPT-4 Perform Neural Architecture Search? CoRR Mingkai Zheng, Xiu Su, Shan You, Fei Wang, Chen Qian, Chang Xu, Samuel Albanie
2023	J	`jnl`	CoNe: Contrast Your Neighbours for Supervised Image Classification. CoRR Mingkai Zheng, Shan You, Lang Huang, Xiu Su, Fei Wang, Chen Qian, Xiaogang Wang, Chang Xu
2023	J	`jnl`	Deep Autoencoder Thermography for Defect Detection of Carbon Fiber Composites. IEEE Trans. Ind. Informatics Kaixin Liu, Mingkai Zheng, Yi Liu, Jianguo Yang, Yuan Yao
2023	A*	`conf`	Knowledge Diffusion for Distillation. NeurIPS Tao Huang, Yuan Zhang, Mingkai Zheng, Shan You, Fei Wang, Chen Qian, Chang Xu
2023	J	`jnl`	Knowledge Diffusion for Distillation. CoRR Tao Huang, Yuan Zhang, Mingkai Zheng, Shan You, Fei Wang, Chen Qian, Chang Xu
2023	A*	`conf`	SimMatchV2: Semi-Supervised Learning with Graph Consistency. ICCV Mingkai Zheng, Shan You, Lang Huang, Chen Luo, Fei Wang, Chen Qian, Chang Xu
2023	J	`jnl`	SimMatchV2: Semi-Supervised Learning with Graph Consistency. CoRR Mingkai Zheng, Shan You, Lang Huang, Chen Luo, Fei Wang, Chen Qian, Chang Xu
2022	J	`jnl`	Boosting Semi-Supervised Semantic Segmentation with Probabilistic Representations. CoRR Haoyu Xie, Changqi Wang, Mingkai Zheng, Minjing Dong, Shan You, Chang Xu
2022	A*	`conf`	Green Hierarchical Vision Transformer for Masked Image Modeling. NeurIPS Lang Huang, Shan You, Mingkai Zheng, Fei Wang, Chen Qian, Toshihiko Yamasaki
2022	J	`jnl`	Green Hierarchical Vision Transformer for Masked Image Modeling. CoRR Lang Huang, Shan You, Mingkai Zheng, Fei Wang, Chen Qian, Toshihiko Yamasaki
2022	A*	`conf`	Learning Where to Learn in Cross-View Self-Supervised Learning. CVPR Lang Huang, Shan You, Mingkai Zheng, Fei Wang, Chen Qian, Toshihiko Yamasaki
2022	J	`jnl`	Learning Where to Learn in Cross-View Self-Supervised Learning. CoRR Lang Huang, Shan You, Mingkai Zheng, Fei Wang, Chen Qian, Toshihiko Yamasaki
2022	J	`jnl`	Relational Self-Supervised Learning. CoRR Mingkai Zheng, Shan You, Fei Wang, Chen Qian, Changshui Zhang, Xiaogang Wang, Chang Xu
2022	A*	`conf`	SimMatch: Semi-supervised Learning with Similarity Matching. CVPR Mingkai Zheng, Shan You, Lang Huang, Fei Wang, Chen Qian, Chang Xu
2022	J	`jnl`	SimMatch: Semi-supervised Learning with Similarity Matching. CoRR Mingkai Zheng, Shan You, Lang Huang, Fei Wang, Chen Qian, Chang Xu
2022	—	`conf`	ViTAS: Vision Transformer Architecture Search. ECCV (21) Xiu Su, Shan You, Jiyang Xie, Mingkai Zheng, Fei Wang, Chen Qian, Changshui Zhang, Xiao-Gang Wang, Chang Xu
2021	A*	`conf`	K-shot NAS: Learnable Weight-Sharing for NAS with K-shot Supernets. ICML Xiu Su, Shan You, Mingkai Zheng, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu
2021	J	`jnl`	K-shot NAS: Learnable Weight-Sharing for NAS with K-shot Supernets. CoRR Xiu Su, Shan You, Mingkai Zheng, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu
2021	A*	`conf`	ReSSL: Relational Self-Supervised Learning with Weak Augmentation. NeurIPS Mingkai Zheng, Shan You, Fei Wang, Chen Qian, Changshui Zhang, Xiaogang Wang, Chang Xu
2021	J	`jnl`	ReSSL: Relational Self-Supervised Learning with Weak Augmentation. CoRR Mingkai Zheng, Shan You, Fei Wang, Chen Qian, Changshui Zhang, Xiaogang Wang, Chang Xu
2021	J	`jnl`	Vision Transformer Architecture Search. CoRR Xiu Su, Shan You, Jiyang Xie, Mingkai Zheng, Fei Wang, Chen Qian, Changshui Zhang, Xiaogang Wang, Chang Xu
2021	A*	`conf`	Weakly Supervised Contrastive Learning. ICCV Mingkai Zheng, Fei Wang, Shan You, Chen Qian, Changshui Zhang, Xiaogang Wang, Chang Xu
2021	J	`jnl`	Weakly Supervised Contrastive Learning. CoRR Mingkai Zheng, Fei Wang, Shan You, Chen Qian, Changshui Zhang, Xiaogang Wang, Chang Xu
2019	J	`jnl`	Open-Circuit Fault Diagnosis of Dual Active Bridge DC-DC Converter With Extended-Phase-Shift Control. IEEE Access Mingkai Zheng, Huiqing Wen, Haochen Shi, Yihua Hu, Yong Yang, Yiwang Wang