Sheng Di

Most-cited papers

A Survey on Error-Bounded Lossy Compression for Scientific Datasets
Sheng Di, Jinyang Liu, Kai Zhao, Xin Liang +22 more
2024ACM Computing Surveys96 citations Open access
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CUSZP2: A GPU Lossy Compressor with Extreme Throughput and Optimized Compression Ratio
Yafan Huang, Sheng Di, Guan-Peng Li, Franck Cappello
2024International Conference for High Performance Computing, Networking, Storage and Analysis43 citations
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Preserving Topological Feature with Sign-of-Determinant Predicates in Lossy Compression: A Case Study of Vector Field Critical Points
Ming-Ze Xia, Sheng Di, Franck Cappello, Pu Jiao +5 more
2024IEEE International Conference on Data Engineering24 citations
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Multifacets of lossy compression for scientific data in the Joint-Laboratory of Extreme Scale Computing
Franck Cappello, Mario Acosta, E. Agullo, H. Anzt +16 more
2024Future generations computer systems22 citations Open access
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hZCCL: Accelerating Collective Communication with Co-Designed Homomorphic Compression
Jia-Jun Huang, Sheng Di, Xiao-Dong Yu, Yujia Zhai +9 more
2024International Conference for High Performance Computing, Networking, Storage and Analysis18 citations
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CereSZ: Enabling and Scaling Error-bounded Lossy Compression on Cerebras CS-2
Shi-Hui Song, Yafan Huang, Peng Jiang, Xiao-Dong Yu +6 more
2024IEEE International Symposium on High-Performance Parallel Distributed Computing17 citations Open access
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CliZ: Optimizing Lossy Compression for Climate Datasets with Adaptive Fine-tuned Data Prediction
Zizhe Jian, Sheng Di, Jinyang Liu, Kai Zhao +7 more
2024IEEE International Parallel and Distributed Processing Symposium16 citations
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Retrieval-of-Thought: Efficient Reasoning via Reusing Thoughts
Ammar Ahmed, A. Khan, Ayaan Ahmad, Sheng Di +2 more
2025arXiv.org13 citations
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Fast and Effective Lossy Compression on GPUs and CPUs with Guaranteed Error Bounds
Alex Fallin, Noushin Azami, Sheng Di, Franck Cappello +1 more
2025IEEE International Parallel and Distributed Processing Symposium13 citations
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FedCSpc: A Cross-Silo Federated Learning System With Error-Bounded Lossy Parameter Compression
Zhaorui Zhang, Sheng Di, Kai Zhao, Sian Jin +6 more
2025IEEE Transactions on Parallel and Distributed Systems12 citations
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Can Tensor Cores Benefit Memory-Bound Kernels? (NO!)
Lingqi Zhang, Jia-Jun Huang, Sheng Di, Satoshi Matsuoka +1 more
2025GPGPU@PPoPP12 citations Open access
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IPComp: Interpolation Based Progressive Lossy Compression for Scientific Applications
Zhuoxun Yang, Sheng Di, Longtao Zhang, Ruoyu Li +5 more
2025IEEE International Symposium on High-Performance Parallel Distributed Computing11 citations Open access
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Boosting Scientific Error-Bounded Lossy Compression through Optimized Synergistic Lossy-Lossless Orchestration
Shixun Wu, Jinwen Pan, Jinyang Liu, Jian-Nan Tian +7 more
2025International Conference on Software Composition11 citations Open access
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LCP: Enhancing Scientific Data Management with Lossy Compression for Particles
Longtao Zhang, Ruoyu Li, Congrong Ren, Sheng Di +9 more
2024Proc. ACM Manag. Data11 citations
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What to Support When You’re Compressing: The State of Practice Gaps and Opportunities for Scientific Data Compression
Franck Cappello, Robert Underwood, Yuri Alexeev, Allison Baker +28 more
2025International Conference on Software Composition9 citations Open access
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Pushing the Limits of GPU Lossy Compression: A Hierarchical Delta Approach
Boyuan Zhang, Yafan Huang, Sheng Di, Fengguang Song +2 more
2025International Conference on Supercomputing9 citations Open access
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ZCCL: Significantly Improving Collective Communication With Error-Bounded Lossy Compression
Jia-Jun Huang, Sheng Di, Xiao-Dong Yu, Yujia Zhai +11 more
2025arXiv.org9 citations
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COMPSO: Optimizing Gradient Compression for Distributed Training with Second-Order Optimizers
Bai-Xi Sun, Wei-Jin Liu, J. Pauloski, Jian-Nan Tian +12 more
2025ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming9 citations Open access
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A Memory-Efficient and Computation-Balanced Lossy Compressor on Wafer-Scale Engine
Shi-Hui Song, Robert Underwood, Sheng Di, Yafan Huang +2 more
2025IEEE International Parallel and Distributed Processing Symposium7 citations
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GPU Lossy Compression for HPC Can Be Versatile and Ultra-Fast
Yafan Huang, Sheng Di, Guan-Peng Li, Franck Cappello
2025International Conference on Software Composition7 citations Open access
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ghZCCL: Advancing GPU-aware Collective Communications with Homomorphic Compression
Jia-Jun Huang, Sheng Di, Yafan Huang, Zizhong Chen +3 more
2025International Conference on Supercomputing7 citations Open access
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FT K-Means: A High-Performance K-Means on GPU with Fault Tolerance
Shixun Wu, Yitong Ding, Yujia Zhai, Jinyang Liu +7 more
2024IEEE International Conference on Cluster Computing7 citations Open access
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Druto: Upper-Bounding Silent Data Corruption Vulnerability in GPU Applications
Md Hasanur Rahman, Sheng Di, Shengjian Guo, Xiao-Yi Lu +2 more
2024IEEE International Parallel and Distributed Processing Symposium6 citations
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CLLoRA: An Approach to Measure the Effects of the Context Length for LLM Fine-Tuning
Ping Zhang, Zhaorui Zhang, Sheng Di, Yao Xin +1 more
2025arXiv.org5 citations
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FedEFsz: Fair Cross-Silo Federated Learning System With Error-Bounded Lossy Compression
Zhaorui Zhang, Sheng Di, Benben Liu, Zhuo-Ran Ji +5 more
2025IEEE Transactions on Parallel and Distributed Systems5 citations
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SWARM: Reimagining scientific workflow management systems in a distributed world
Prasanna Balaprakash, Krishnan Raghavan, Franck Cappello, Ewa Deelman +10 more
2025The international journal of high performance computing applications5 citations
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Enabling Efficient Error-Controlled Lossy Compression for Unstructured Scientific Data
Xuan Wu, Sheng Di, Congrong Ren, Pu Jiao +5 more
2025IEEE International Parallel and Distributed Processing Symposium5 citations
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FedDES: Discrete Event Based Performance Simulation for Federated Learning Systems
Zhonghao Chen, Wei-Cong Chen, Duo Zhang, Kibaek Kim +3 more
2025IFIP International Information Security Conference5 citations Open access
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SZOps: Scalar Operations for Error-bounded Lossy Compressor for Scientific Data
Tripti Agarwal, Sheng Di, Jia-Jun Huang, Yafan Huang +6 more
2024SC24-W: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis5 citations
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lsCOMP: Efficient Light Source Compression
Yafan Huang, Sheng Di, Robert Underwood, P. Myint +4 more
2025International Conference on Software Composition4 citations Open access
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Compression Error Sensitivity Analysis for Different Experts in MoE Model Inference
Songkai Ma, Zhao-Rui Zhang, Sheng Di, Benben Liu +3 more
2025SC25-W: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis4 citations Open access
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A Portable, Fast, DCT-based Compressor for AI Accelerators
Milan Shah, Xiao-Dong Yu, Sheng Di, M. Becchi +1 more
2024IEEE International Symposium on High-Performance Parallel Distributed Computing4 citations
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pMSz: A Distributed Parallel Algorithm for Correcting Extrema and Morse-Smale Segmentations in Lossy Compression
Yu-Xiao Li, Ming-Ze Xia, Xin Liang, Bei Wang +6 more
2026IEEE International Parallel and Distributed Processing Symposium3 citations
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Ocelot: An Interactive, Efficient Distributed Compression-As-a-Service Platform With Optimized Data Compression Techniques
Yuanjian Liu, Sheng Di, Jia-Jun Huang, Zhaorui Zhang +2 more
2025IEEE Transactions on Parallel and Distributed Systems3 citations
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MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model?
Songkai Ma, Zhaorui Zhang, Sheng Di, Benben Liu +3 more
2025arXiv.org3 citations
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Benchmarking Cutting-Edge Scientific Error-Bounded Lossy Compressors on Correlation-Based Rate-Distortion
Ziwei Qiu, Jinyang Liu, Kai Zhao, Robert Underwood +1 more
2025SC25-W: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis3 citations
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PackKV: Reducing KV Cache Memory Footprint through LLM-Aware Lossy Compression
Bo Jiang, Taolue Yang, You-Yuan Liu, Xubin He +2 more
2025IEEE International Parallel and Distributed Processing Symposium3 citations
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Improving the Efficiency of Interpolation-based Scientific Data Compressors with Adaptive Quantization Index Prediction
Pu Jiao, Sheng Di, Ming-Ze Xia, Xuan Wu +3 more
2025IEEE International Parallel and Distributed Processing Symposium3 citations
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Beyond End-to-End: Understanding the Limits of LLMs in Scientific Problem Solving
You-Yuan Liu, Sheng Di, Neil Getty, Tanwi Mallick +2 more
2025SC25-W: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis3 citations
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Versatile Datapath Soft Error Detection on the Cheap for HPC Applications
Yafan Huang, Sheng Di, Zhaorui Zhang, Xiao-Yi Lu +1 more
2024International Conference for High Performance Computing, Networking, Storage and Analysis3 citations
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FFCz: Fast Fourier Correction for Spectrum-Preserving Lossy Compression of Scientific Data
Congrong Ren, Robert Underwood, Sheng Di, Emrecan Kutay +4 more
2026IEEE International Parallel and Distributed Processing Symposium2 citations
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Measure Before You Manage: Evaluating Agent Working Memory in Coding Agents
Le Chen, Zi-Shen Wan, Bai-Xi Sun, Xiao-Long Ma +5 more
20262 citations
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SplitFT: An Adaptive Federated Split Learning System For LLMs Fine-Tuning
Yimeng Shan, Zhaorui Zhang, Sheng Di, Yu Liu +2 more
2026arXiv.org2 citations
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OPAL: On-demand Progressive Accelerated Scientific Lossy Compression
Longtao Zhang, Ruoyu Li, Zhuoxun Yang, Robert Underwood +6 more
2026IEEE International Symposium on High-Performance Parallel Distributed Computing2 citations Open access
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Faster Synchronous On-Policy RL via Straggler-Aware Group Sizing
A. Khan, Ammar Ahmed, Zeshan Fayyaz, Sheng Di +2 more
2026arXiv.org2 citations
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Not All Errors Are Equal: A Systematic Study of Error Propagation in Large Language Model Inference
Yafan Huang, Sheng Di, Guan-Peng Li
2026International Conference on Supercomputing2 citations
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3D Gaussian Splatting for Scientific Particle Data Compression and Rendering
Bo Jiang, You-Yuan Liu, Taolue Yang, Sheng Di +1 more
2026arXiv.org2 citations
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Mitigating Artifacts in Pre-quantization Based Scientific Data Compressors with Quantization-aware Interpolation
Pu Jiao, Sheng Di, Jian-Nan Tian, Ming-Ze Xia +4 more
2026IEEE International Parallel and Distributed Processing Symposium2 citations
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An Efficient Gradient-Aware Error-Bounded Lossy Compressor for Federated Learning
Zhi-Jing Ye, Sheng Di, Jia-Min Wang, Zhiqing Zhong +2 more
2025arXiv.org2 citations
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TempGraph: An Efficient Chain-driven Temporal Graph Computing Framework on the GPU
Jin Zhao, Qian Wang, Li-Gang He, Yu Zhang +9 more
2025International Conference on Architectural Support for Programming Languages and Operating Systems2 citations Open access
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