Skip to content

Home Search Authors Pakistan News Saved

SciRah

SciRah does not host or store research papers. Results come live from free, official scholarly APIs, and every paper links back to its original source.

Data sources

OpenAlex
Semantic Scholar
Crossref
CORE
arXiv
PubMed

Privacy policy Terms of service

Cheng-Ming Zhang · SciRah

Researcher profile · Semantic Scholar

Cheng-Ming Zhang

Share profile

Cheng-Ming Zhang — researcher profile on SciRah

h-index: 14
Works: 34
Citations: 877

Most-cited papers

DeepSpeed Ulysses: System Optimizations for Enabling Training of Extreme Long Sequence Transformer Models
S. Jacobs, Masahiro Tanaka, Cheng-Ming Zhang, Minjia Zhang +3 more
2023arXiv.org323 citations Open access
Semantic Scholar
System Optimizations for Enabling Training of Extreme Long Sequence Transformer Models
Sam Adé Jacobs, Masahiro Tanaka, Cheng-Ming Zhang, Min-Jia Zhang +4 more
2024IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum93 citations
Semantic Scholar
RTMobile: Beyond Real-Time Mobile Acceleration of RNNs for Speech Recognition
Pei-Yan Dong, Siyue Wang, Wei Niu, Cheng-Ming Zhang +6 more
2020Design Automation Conference48 citations Open access
Semantic Scholar
CurvaNet: Geometric Deep Learning based on Directional Curvature for 3D Shape Analysis
Wenchong He, Zhe Jiang, Cheng-Ming Zhang, A. Sainju
2020Knowledge Discovery and Data Mining45 citations
Semantic Scholar
HALOC: Hardware-Aware Automatic Low-Rank Compression for Compact Neural Networks
Jinqi Xiao, Cheng-Ming Zhang, Yu Gong, Miao Yin +4 more
2023AAAI Conference on Artificial Intelligence43 citations Open access
Semantic Scholar
COMET: A Novel Memory-Efficient Deep Learning Training Framework by Using Error-Bounded Lossy Compression
Sian Jin, Cheng-Ming Zhang, Xintong Jiang, Yunhe Feng +4 more
2021Proceedings of the VLDB Endowment43 citations
Semantic Scholar
H-GCN: A Graph Convolutional Network Accelerator on Versal ACAP Architecture
Cheng-Ming Zhang, T. Geng, Anqi Guo, Jian-Nan Tian +3 more
2022International Conference on Field-Programmable Logic and Applications42 citations Open access
Semantic Scholar
Improving DNN Fault Tolerance using Weight Pruning and Differential Crossbar Mapping for ReRAM-based Edge AI
Geng Yuan, Zhiheng Liao, Xiao-Long Ma, Yuxuan Cai +10 more
2021IEEE International Symposium on Quality Electronic Design37 citations
Semantic Scholar
waveSZ: a hardware-algorithm co-design of efficient lossy compression for scientific data
Jian-Nan Tian, Sheng Di, Cheng-Ming Zhang, Xin Liang +4 more
2020ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming29 citations
Semantic Scholar
DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies
S. Song, Bonnie Kruft, Min-Jia Zhang, Cong-Long Li +88 more
2023arXiv.org27 citations Open access
Semantic Scholar
Domino: Eliminating Communication in LLM Training via Generic Tensor Slicing and Overlapping
Guan-Hua Wang, Cheng-Ming Zhang, Zhe-Yu Shen, Ang Li +1 more
2024arXiv.org26 citations
Semantic Scholar
SDP4Bit: Toward 4-bit Communication Quantization in Sharded Data Parallelism for LLM Training
Jinda Jia, Cong Xie, Hanlin Lu, Daoce Wang +7 more
2024Neural Information Processing Systems25 citations
Semantic Scholar
CEAZ: accelerating parallel I/O via hardware-algorithm co-designed adaptive lossy compression
Cheng-Ming Zhang, Sian Jin, T. Geng, Jian-Nan Tian +2 more
2021International Conference on Supercomputing19 citations Open access
Semantic Scholar
ClickTrain: efficient and accurate end-to-end deep learning training via fine-grained architecture-preserving pruning
Cheng-Ming Zhang, Geng Yuan, Wei Niu, Jian-Nan Tian +7 more
2020International Conference on Supercomputing18 citations Open access
Semantic Scholar
TDC: Towards Extremely Efficient CNNs on GPUs via Hardware-Aware Tucker Decomposition
Lizhi Xiang, Miao Yin, Cheng-Ming Zhang, Aravind Sukumaran-Rajam +3 more
2022ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming10 citations Open access
Semantic Scholar
KVComp: A High-Performance, LLM-Aware, Lossy Compression Framework for KV Cache
Bo Jiang, Taolue Yang, You-Yuan Liu, Cheng-Ming Zhang +2 more
2025arXiv.org9 citations
Semantic Scholar
Benchmarking and In-depth Performance Study of Large Language Models on Habana Gaudi Processors
Cheng-Ming Zhang, Bai-Xi Sun, Xiao-Dong Yu, Zhen Xie +4 more
2023SC Workshops9 citations Open access
Semantic Scholar
AdaCM2: On Understanding Extremely Long-Term Video with Adaptive Cross-Modality Memory Reduction
Yuanbin Man, Ying Huang, Cheng-Ming Zhang, Bing-Zhe Li +2 more
2024Computer Vision and Pattern Recognition8 citations
Semantic Scholar
Event-VStream: Event-Driven Real-Time Understanding for Long Video Streams
Zhenghui Guo, Yuanbin Man, Junyuan Sheng, Bowen Lin +7 more
20262026 IEEE/CVF Conference on Computer Vision and Pattern Recognition- FINDINGS Track (CVPRF)7 citations
Semantic Scholar
High-performance Visual Semantics Compression for AI-Driven Science
Boyuan Zhang, Luan-Zheng Guo, Jian-Nan Tian, Jinyang Liu +6 more
2025ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming4 citations
Semantic Scholar
SDiT: Semantic Region-Adaptive for Diffusion Transformers
Bowen Lin, Fan-Jiang Ye, Yihua Liu, Zhenghui Guo +6 more
2026arXiv.org3 citations
Semantic Scholar
Splaxel: Efficient Distributed Training of 3D Gaussian Splatting for Large-scale Scene Reconstruction via Pixel-level Communication
Wenqi Jia, Zhewen Hu, Ying Huang, YunXiang Gong +9 more
2026arXiv.org3 citations
Semantic Scholar
HRBP: Hardware-friendly Regrouping towards Block-based Pruning for Sparse CNN Training
Haoyu Ma, Cheng-Ming Zhang, Li-Zhi Xiang, Xiao-Long Ma +8 more
2024CPAL3 citations
Semantic Scholar
Sequence length scaling in vision transformers for scientific images on frontier
A. Tsaris, Cheng-Ming Zhang, Xiao Wang, Jun-Qi Yin +8 more
2024The international journal of high performance computing applications2 citations Open access
Semantic Scholar
An Efficient End-to-End Deep Learning Training Framework via Fine-Grained Pattern-Based Pruning
Cheng-Ming Zhang, Geng Yuan, Wei Niu, Jian-Nan Tian +7 more
2020arXiv.org2 citations
Semantic Scholar
TIDE: Text-Informed Dynamic Extrapolation with Step-Aware Temperature Control for Diffusion Transformers
Yihua Liu, Fan-Jiang Ye, Bowen Lin, Rongyu Fang +1 more
2026arXiv.org1 citations
Semantic Scholar
HII-DPO: Eliminate Hallucination via Accurate Hallucination-Inducing Counterfactual Images
Yilin Yang, Zhenghui Guo, Yu-Ke Wang, O. Gnawali +2 more
2026arXiv.org1 citations
Semantic Scholar
Allocation Before Ranking: Decoupled Token Compression for OmniLLMs
Zhenghui Guo, Yilin Yang, Yuanbin Man, Miao Yin +4 more
20261 citations
Semantic Scholar
HEAT: A Highly Efficient and Affordable Training System for Collaborative Filtering Based Recommendation on CPUs
Cheng-Ming Zhang, Shaden Smith, Bai-Xi Sun, Jian-Nan Tian +5 more
2023International Conference on Supercomputing1 citations Open access
Semantic Scholar
SOLAR: A Highly Optimized Data Loading Framework for Distributed Training of CNN-based Scientific Surrogates
Bai-Xi Sun, Xiaodong Yu, Cheng-Ming Zhang, Jian-Nan Tian +6 more
2022arXiv.org1 citations Open access
Semantic Scholar
Near-Zero Cost KV Cache Compression for Large Language Model Inference
Boyuan Zhang, Ding Zhou, Yafan Huang, Shi-Hui Song +4 more
2026IEEE International Parallel and Distributed Processing Symposium0 citations
Semantic Scholar
Accelerating AI Compression through Lightweight Lossless Encoding and Pipelined Workflows
Boyuan Zhang, Luan-Zheng Guo, Jian-Nan Tian, Jinyang Liu +7 more
2026IEEE International Parallel and Distributed Processing Symposium0 citations
Semantic Scholar
GFormer: Accelerating Large Language Models with Optimized Transformers on Gaudi Processors
Cheng-Ming Zhang, Xinheng Ding, Bai-Xi Sun, Xiao-Dong Yu +3 more
2024arXiv.org0 citations
Semantic Scholar
CEAZ: Accelerating Parallel I/O via Hardware-Algorithm Co-Design of Efficient and Adaptive Lossy Compression
Cheng-Ming Zhang, Sian Jin, T. Geng, Jian-Nan Tian +2 more
2021arXiv.org0 citations
Semantic Scholar

Frequent co-authors

Invite them to SciRah by sharing their profile.

Dingwen Tao×13
Invite
Dingwen Tao — researcher profile on SciRah
Jian-Nan Tian×10
Invite
Jian-Nan Tian — researcher profile on SciRah
Sian Jin×9
Invite
Sian Jin — researcher profile on SciRah
Bai-Xi Sun×5
Invite
Bai-Xi Sun — researcher profile on SciRah

×4

Invite

S. Song — researcher profile on SciRah

Invite

Geng Yuan — researcher profile on SciRah

Invite

Miao Yin — researcher profile on SciRah

Zhenghui Guo×4

Invite

Zhenghui Guo — researcher profile on SciRah

Invite

Wei Niu — researcher profile on SciRah

Invite

Zhe Jiang — researcher profile on SciRah

Invite

T. Geng — researcher profile on SciRah

Yan-Zhi Wang×3

Invite

Yan-Zhi Wang — researcher profile on SciRah