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Sheng Di

PLEDGE: Progressive Lossy Error-Bounded Compression of 3D Gaussian Splatting
2026 · Xia, Mingze, Li, Yuxiao, et al. · arXiv (Cornell University)
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LAM: Efficient Lossy Agent Memory Framework With A Retrieval-Score Error Bound
2026 · Sun, Baixi, Chen, Le, et al. · arXiv (Cornell University)
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SGCC: An efficient GPU-oriented data reduction cyberinfrastructure for scientific data analysis
2026 · Jiannan Tian, Sheng Di, et al. · Figshare
FZ: A fine-tunable cyberinfrastructure framework to streamline specialized lossy compression development
2026 · Sheng Di · Figshare
Measure Before You Manage: Evaluating Agent Working Memory in Coding Agents
2026 · Chen, Le, Wan, Zishen, et al. · arXiv (Cornell University)
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TOPIQ: Statistical Error Propagation for Quantity-of-Interest Prediction under Lossy Compression
2026 · Liu, Youyuan, Jiang, Bo, et al. · arXiv (Cornell University)
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From Error-Bounded to Fixed-Ratio: Efficient Sampling-Guided GPU Lossy Compression — SC26 Artifact
2026 · Zhang, Bohan, Huang, Yafan, et al. · Zenodo (CERN European Organization for Nuclear Research)
FZ-VIS: A Visual Analytics Framework for Quantities-of-Interest-Aware Scientific Lossy Compression
2026 · Liu, Guoxi, Li, Yuxiao, et al. · arXiv (Cornell University)
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3D Gaussian Splatting for Scientific Particle Data Compression and Rendering
2026 · Jiang, Bo, Liu, Youyuan, et al. · arXiv (Cornell University)
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Splaxel: Efficient Distributed Training of 3D Gaussian Splatting for Large-scale Scene Reconstruction via Pixel-level Communication
2026 · Jia, Wenqi, Hu, Zhewen, et al. · arXiv (Cornell University)
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PTU-Net: Temporal Post-Decompression Reconstruction for Error-Bounded Scientific Fields
2026 · Feng, Yujun, Jiao, Pu, et al. · Zenodo (CERN European Organization for Nuclear Research)
Noise-Calibrated Lossy Compression for Privacy Leakage Reduction in Federated Learning
2026 · Shan Huang, Zhijing Ye, et al. · IEEE International Conference on Distributed Computing Systems Workshops (ICDCSW)
Enabling Homomorphic Analytical Operations on Compressed Scientific Data with Multi-Stage Decompression
2026 · Xuan Wu, Sheng Di, et al. · IEEE International Conference on Data Engineering (ICDE)
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SplitFT: An Adaptive Federated Split Learning System For LLMs Fine-Tuning
2026 · Shan, Yimeng, Zhang, Zhaorui, et al. · arXiv (Cornell University)
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Preserving Clusters in Error-Bounded Lossy Compression of Scientific Particle Data
2026 · Ren, Congrong, Di, Sheng, et al. · arXiv (Cornell University)
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pMSz: A Distributed Parallel Algorithm for Correcting Extrema and Morse Smale Segmentations in Lossy Compression
2026 · Li, Yuxiao, Xia, Mingze, et al. · arXiv (Cornell University)
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FFCz: Fast Fourier Correction for Spectrum-Preserving Lossy Compression of Scientific Data
2026 · Ren, Congrong, Underwood, Robert, et al. · arXiv (Cornell University)
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PackKV: Reducing KV Cache Memory Footprint through LLM-Aware Lossy Compression
2025 · Jiang, Bo, Yang, Taolue, et al. · arXiv (Cornell University)
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Works count: 18
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