Zhen Zheng - RankMe

62 papers A* 5A 5B 6C 1Journal 34Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A comprehensive taxonomy of prompt engineering techniques for large language models. Frontiers Comput. Sci. Yao-Yang Liu, Zhen Zheng, Feng Zhang, Jin-Cheng Feng, Yi-Yang Fu, Jidong Zhai, Bingsheng He, Xiao Zhang, Xiaoyong Du
2026	J	`jnl`	OVDS-YOLO: An Efficient Detector for Oriented Vehicle Detection in SAR Images. IEEE Geosci. Remote. Sens. Lett. Yu Zhou, Bingting Zha, Zhen Zheng
2026	J	`jnl`	Relative semantic relationship preserving hashing for unsupervised cross-modal retrieval. Multim. Syst. Limeng Gao, Zhen Wang, Xinzhong Wang, Zhen Zheng, Chenchen Liu
2026	J	`jnl`	Semantic similarity guided contrastive hashing for unsupervised cross-modal retrieval. J. Vis. Commun. Image Represent. Limeng Gao, Zhen Wang, Xinzhong Wang, Zhen Zheng, Mingzhe Yang
2025	A	`conf`	Improving GPU Sharing Performance through Adaptive Bubbleless Spatial-Temporal Sharing. EuroSys Shulai Zhang, Quan Chen, Weihao Cui, Han Zhao, Chunyu Xue, Zhen Zheng, Wei Lin, Minyi Guo
2025	J	`jnl`	Kitty: Accurate and Efficient 2-bit KV Cache Quantization with Dynamic Channel-wise Precision Boost. CoRR Haojun Xia, Xiaoxia Wu, Jisen Li, Robert Wu, Junxiong Wang, Jue Wang, Chenxi Li, Aman Singhal, Alay Dilipbhai Shah, Alpay Ariyak, Donglin Zhuang, Zhongzhu Zhou, Ben Athiwaratkun, Zhen Zheng, Shuaiwen Leon Song
2025	—	`conf`	PluS: Highly Efficient and Expandable ML Compiler with Pluggable Graph Schedules. USENIX ATC Ruofan Wu, Zhen Zheng, Feng Zhang, Chuanjie Liu, Zaifeng Pan, Jidong Zhai, Xiaoyong Du
2025	J	`jnl`	UAV High-Speed Target Reconnaissance and Deblurring. IEEE Access Zhaoqi Hou, Zhen Zheng, Yiqing Gu, Chuanhao Zhang, Haojie Li
2025	J	`jnl`	Weighted semantic feature based self-supervised deep cross-modal hashing. Int. J. Multim. Inf. Retr. Limeng Gao, Zhen Wang, Xinzhong Wang, Zhen Zheng, Haixu Chen, Shihong Lu
2024	J	`jnl`	BatchLLM: Optimizing Large Batched LLM Inference with Global Prefix Sharing and Throughput-oriented Token Batching. CoRR Zhen Zheng, Xin Ji, Taosong Fang, Fanghao Zhou, Chuanjie Liu, Gang Peng
2024	J	`jnl`	Classification of inland lake water quality levels based on Sentinel-2 images using convolutional neural networks and spatiotemporal variation and driving factors of algal bloom. Ecol. Informatics Haobin Meng, Jing Zhang, Zhen Zheng, Yongyu Song, Yuequn Lai
2024	J	`jnl`	FP6-LLM: Efficiently Serving Large Language Models Through FP6-Centric Algorithm-System Co-Design. CoRR Haojun Xia, Zhen Zheng, Xiaoxia Wu, Shiyang Chen, Zhewei Yao, Stephen Youn, Arash Bakhtiari, Michael Wyatt, Donglin Zhuang, Zhongzhu Zhou, Olatunji Ruwase, Yuxiong He, Shuaiwen Leon Song
2024	J	`jnl`	Fast Robust Point Cloud Registration Based on Compatibility Graph and Accelerated Guided Sampling. Remote. Sens. Chengjun Wang, Zhen Zheng, Bingting Zha, Haojie Li
2024	J	`jnl`	Learning robust features alignment for cross-domain medical image analysis. Complex Intell. Syst. Zhen Zheng, Rui Li, Cheng Liu
2024	J	`jnl`	MixLLM: LLM Quantization with Global Mixed-precision between Output-features and Highly-efficient System Design. CoRR Zhen Zheng, Xiaonan Song, Chuanjie Liu
2024	A*	`conf`	MonoNN: Enabling a New Monolithic Optimization Space for Neural Network Inference Tasks on Modern GPU-Centric Architectures. OSDI Donglin Zhuang, Zhen Zheng, Haojun Xia, Xiafei Qiu, Junjie Bai, Wei Lin, Shuaiwen Leon Song
2024	J	`jnl`	Multi-task aided face recognition network with convolution kernel spatial collaboration. Signal Image Video Process. Chunman Yan, Zhen Zheng
2024	—	`conf`	Quant-LLM: Accelerating the Serving of Large Language Models via FP6-Centric Algorithm-System Co-Design on Modern GPUs. USENIX ATC Haojun Xia, Zhen Zheng, Xiaoxia Wu, Shiyang Chen, Zhewei Yao, Stephen Youn, Arash Bakhtiari, Michael Wyatt, Donglin Zhuang, Zhongzhu Zhou, Olatunji Ruwase, Yuxiong He, Shuaiwen Leon Song
2024	A	`conf`	RecFlex: Enabling Feature Heterogeneity-Aware Optimization for Deep Recommendation Models with Flexible Schedules. SC Zaifeng Pan, Zhen Zheng, Feng Zhang, Bing Xie, Ruofan Wu, Shaden Smith, Chuanjie Liu, Olatunji Ruwase, Xiaoyong Du, Yufei Ding
2024	J	`jnl`	Research on Pedestrian and Cyclist Classification Method Based on Micro-Doppler Effect. Sensors Xinyu Chen, Xiao Luo, Zeyu Xie, Defang Zhao, Zhen Zheng, Xiaodong Sun
2024	A	`conf`	WiseGraph: Optimizing GNN with Joint Workload Partition of Graph and Operations. EuroSys Kezhao Huang, Jidong Zhai, Liyan Zheng, Haojie Wang, Yuyang Jin, Qihao Zhang, Runqing Zhang, Zhen Zheng, Youngmin Yi, Xipeng Shen
2023	J	`jnl`	Auto-Parallelizing Large Models with Rhino: A Systematic Approach on Production AI Platform. CoRR Shiwei Zhang, Lansong Diao, Siyu Wang, Zongyan Cao, Yiliang Gu, Chang Si, Ziji Shi, Zhen Zheng, Chuan Wu, Wei Lin
2023	J	`jnl`	BladeDISC: Optimizing Dynamic Shape Machine Learning Workloads via Compiler Approach. Proc. ACM Manag. Data Zhen Zheng, Zaifeng Pan, Dalin Wang, Kai Zhu, Wenyi Zhao, Tianyou Guo, Xiafei Qiu, Minmin Sun, Junjie Bai, Feng Zhang, Xiaoyong Du, Jidong Zhai, Wei Lin
2023	J	`jnl`	Expanding the Edge: Enabling Efficient Winograd CNN Inference With Deep Reuse on Edge Device. IEEE Trans. Knowl. Data Eng. Feng Zhang, Ruofan Wu, Jiawei Guan, Zhen Zheng, Xiaoguang Guo, Xiao Zhang, Xiaoyong Du, Xipeng Shen
2023	J	`jnl`	Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity. CoRR Haojun Xia, Zhen Zheng, Yuchao Li, Donglin Zhuang, Zhongzhu Zhou, Xiafei Qiu, Yong Li, Wei Lin, Shuaiwen Leon Song
2023	J	`jnl`	Flash-LLM: Enabling Low-Cost and Highly-Efficient Large Generative Model Inference With Unstructured Sparsity. Proc. VLDB Endow. Haojun Xia, Zhen Zheng, Yuchao Li, Donglin Zhuang, Zhongzhu Zhou, Xiafei Qiu, Yong Li, Wei Lin, Shuaiwen Leon Song
2023	J	`jnl`	Magnetic Anomaly Detection Based on a Compound Tri-Stable Stochastic Resonance System. Sensors Jinbo Huang, Zhen Zheng, Yu Zhou, Yuran Tan, Chengjun Wang, Guangbo Xu, Bingting Zha
2023	—	`conf`	RECom: A Compiler Approach to Accelerating Recommendation Model Inference with Massive Embedding Columns. ASPLOS (4) Zaifeng Pan, Zhen Zheng, Feng Zhang, Ruofan Wu, Hao Liang, Dalin Wang, Xiafei Qiu, Junjie Bai, Wei Lin, Xiaoyong Du
2023	J	`jnl`	ZeroQuant(4+2): Redefining LLMs Quantization with a New FP6-Centric Strategy for Diverse Generative Tasks. CoRR Xiaoxia Wu, Haojun Xia, Stephen Youn, Zhen Zheng, Shiyang Chen, Arash Bakhtiari, Michael Wyatt, Reza Yazdani Aminabadi, Yuxiong He, Olatunji Ruwase, Leon Song, Zhewei Yao
2022	A*	`conf`	AStitch: enabling a new multi-dimensional optimization space for memory-intensive ML training and inference on modern SIMT architectures. ASPLOS Zhen Zheng, Xuanda Yang, Pengzhan Zhao, Guoping Long, Kai Zhu, Feiwen Zhu, Wenyi Zhao, Xiaoyong Liu, Jun Yang, Jidong Zhai, Shuaiwen Leon Song, Wei Lin
2022	A*	`conf`	DREW: Efficient Winograd CNN Inference with Deep Reuse. WWW Ruofan Wu, Feng Zhang, Jiawei Guan, Zhen Zheng, Xiaoyong Du, Xipeng Shen
2022	J	`jnl`	Optimizing DNN Compilation for Distributed Training With Joint OP and Tensor Fusion. IEEE Trans. Parallel Distributed Syst. Xiaodong Yi, Shiwei Zhang, Lansong Diao, Chuan Wu, Zhen Zheng, Shiqing Fan, Siyu Wang, Jun Yang, Wei Lin
2022	J	`jnl`	Optimizing DNN Compilation for Distributed Training with Joint OP and Tensor Fusion. CoRR Xiaodong Yi, Shiwei Zhang, Lansong Diao, Chuan Wu, Zhen Zheng, Shiqing Fan, Siyu Wang, Jun Yang, Wei Lin
2022	J	`jnl`	Research on localisation algorithm of large irregular workpiece for industrial robot. Int. J. Comput. Sci. Math. Zhen Zheng, Shilin Wu, Qinxia Huang, Jun Yang
2022	J	`jnl`	Single-Stage Adaptive Multi-Scale Point Cloud Noise Filtering Algorithm Based on Feature Information. Remote. Sens. Zhen Zheng, Bingting Zha, Yu Zhou, Jinbo Huang, Youshi Xuchen, He Zhang
2022	—	`conf`	Whale: Efficient Giant Model Training over Heterogeneous GPUs. USENIX ATC Xianyan Jia, Le Jiang, Ang Wang, Wencong Xiao, Ziji Shi, Jie Zhang, Xinyuan Li, Langshi Chen, Yong Li, Zhen Zheng, Xiaoyong Liu, Wei Lin
2021	B	`conf`	DAPPLE: a pipelined data parallel approach for training large models. PPoPP Shiqing Fan, Yi Rong, Chen Meng, Zongyan Cao, Siyu Wang, Zhen Zheng, Chuan Wu, Guoping Long, Jun Yang, Lixue Xia, Lansong Diao, Xiaoyong Liu, Wei Lin
2021	—	`conf`	DISC: A Dynamic Shape Compiler for Machine Learning Workloads. EuroMLSys@EuroSys Kai Zhu, Wenyi Zhao, Zhen Zheng, Tianyou Guo, Pengzhan Zhao, Junjie Bai, Jun Yang, Xiaoyong Liu, Lansong Diao, Wei Lin
2021	J	`jnl`	DISC: A Dynamic Shape Compiler for Machine Learning Workloads. CoRR Kai Zhu, Wenyi Zhao, Zhen Zheng, Tianyou Guo, Pengzhan Zhao, Junjie Bai, Jun Yang, Xiaoyong Liu, Lansong Diao, Wei Lin
2021	B	`conf`	Exploring deep reuse in winograd CNN inference. PPoPP Ruofan Wu, Feng Zhang, Zhen Zheng, Xiaoyong Du, Xipeng Shen
2021	J	`jnl`	Research on point cloud generation algorithm of virtual depth camera. Int. J. Wirel. Mob. Comput. Ke Li, Shilin Wu, Qinxia Huang, Zhen Zheng
2021	B	`conf`	Understanding and bridging the gaps in current GNN performance optimizations. PPoPP Kezhao Huang, Jidong Zhai, Zhen Zheng, Youngmin Yi, Xipeng Shen
2020	J	`jnl`	Adaptive Edge Detection Algorithm Based on Improved Grey Prediction Model. IEEE Access Zhen Zheng, Bingting Zha, Hailu Yuan, Youshi Xuchen, Yanliang Gao, He Zhang
2020	J	`jnl`	Auto-MAP: A DQN Framework for Exploring Distributed Execution Plans for DNN Workloads. CoRR Siyu Wang, Yi Rong, Shiqing Fan, Zhen Zheng, Lansong Diao, Guoping Long, Jun Yang, Xiaoyong Liu, Wei Lin
2020	J	`jnl`	DAPPLE: A Pipelined Data Parallel Approach for Training Large Models. CoRR Shiqing Fan, Yi Rong, Chen Meng, Zongyan Cao, Siyu Wang, Zhen Zheng, Chuan Wu, Guoping Long, Jun Yang, Lixue Xia, Lansong Diao, Xiaoyong Liu, Wei Lin
2020	J	`jnl`	FusionStitching: Boosting Memory Intensive Computations for Deep Learning Workloads. CoRR Zhen Zheng, Pengzhan Zhao, Guoping Long, Feiwen Zhu, Kai Zhu, Wenyi Zhao, Lansong Diao, Jun Yang, Wei Lin
2020	B	`conf`	GOPipe: A Granularity-Oblivious Programming Framework for Pipelined Stencil Executions on GPU. PACT Chanyoung Oh, Zhen Zheng, Xipeng Shen, Jidong Zhai, Youngmin Yi
2020	A	`conf`	Optimizing distributed training deployment in heterogeneous GPU clusters. CoNEXT Xiaodong Yi, Shiwei Zhang, Ziyue Luo, Guoping Long, Lansong Diao, Chuan Wu, Zhen Zheng, Jun Yang, Wei Lin
2019	J	`jnl`	Adaptive Edge Detection Algorithm Based on Grey Entropy Theory and Textural Features. IEEE Access Zhen Zheng, Bingting Zha, Youshi Xuchen, Hailu Yuan, Yanliang Gao, He Zhang
2019	B	`conf`	GOPipe: a granularity-oblivious programming framework for pipelined stencil executions on GPU. PPoPP Chanyoung Oh, Zhen Zheng, Xipeng Shen, Jidong Zhai, Youngmin Yi
2019	A*	`conf`	HiWayLib: A Software Framework for Enabling High Performance Communications for Heterogeneous Pipeline Computations. ASPLOS Zhen Zheng, Chanyoung Oh, Jidong Zhai, Xipeng Shen, Youngmin Yi, Wenguang Chen
2019	J	`jnl`	The construction of fuzzy concept lattice based on weighted complete graph. J. Intell. Fuzzy Syst. Hua Mao, Zhen Zheng
2018	—	`conf`	Design of Combined Receiving Lens for Panoramic Laser Fuze Detection. ICIA Zhen Zheng, Bingting Zha, Youshi Xuchen, Hailu Yuan
2018	—	`conf`	Optimization design of multi-sided reflecting prism in laser line scanning imaging system. ICIA Hailu Yuan, Bingting Zha, Zhen Zheng, Deli Wang
2018	—	`conf`	The Influence of Cambered Optical Fairing on the Light Beam of Underwater Laser Fuze. ICIA Bingting Zha, Youshi Xuchen, Zhen Zheng
2017	A*	`conf`	Versapipe: a versatile programming framework for pipelined computing on GPU. MICRO Zhen Zheng, Chanyoung Oh, Jidong Zhai, Xipeng Shen, Youngmin Yi, Wenguang Chen
2016	A	`conf`	Refactoring and optimizing the community atmosphere model (CAM) on the sunway taihulight supercomputer. SC Haohuan Fu, Junfeng Liao, Wei Xue, Lanning Wang, Dexun Chen, Long Gu, Jinxiu Xu, Nan Ding, Xinliang Wang, Conghui He, Shizhen Xu, Yishuang Liang, Jiarui Fang, Yuanchao Xu, Weijie Zheng, Jingheng Xu, Zhen Zheng, Wanjing Wei, Xu Ji, He Zhang, Bingwei Chen, Kaiwei Li, Xiaomeng Huang, Wenguang Chen, Guangwen Yang
2014	B	`conf`	Holistic Modeling and Performance Evaluation for Converged Network-Cloud Service Provisioning. AINA Qiang Duan, Zhen Zheng
2013	C	`conf`	MIMO channel estimation based on distributed compressed sensing for LTE-advanced. ICICS Lijuan Xu, Kai Niu, Zhiqiang He, Wenbo Xu, Zhen Zheng
2012	—	`conf`	A pilot study on simulation of Ultrasound from MRI using ray-based model. BHI Wenjian Qin, Tiexiang Wen, Zhen Zheng, Zhicheng Li, Weisong Li, Xiang Fang, Ying Ji, Jia Gu
2012	—	`conf`	Hybrid Synchronization of Two Delayed Systems with Uncertain Parameters. ISNN (1) Zhen Zheng, Manchun Tan, Qunfang Wang
2006	—	`conf`	Illumination Variation in Images in Independent Component Analysis and Principal Component Analysis Subspaces. ISDA (2) Zhen Zheng, Yan-Xin Zhang