DAGC: Data-Aware Adaptive Gradient Compression. - Rongwei Lu; Jiajun Song; Bin Chen 011; Laizhong Cui; Zhi Wang 001 (INFOCOM, 2023)

DAGC: Data-Volume-Aware Adaptive Sparsification Gradient Compression for Distributed Machine Learning in Mobile Computing. - Rongwei Lu; Yutong Jiang; Yinan Mao; Chen Tang; Bin Chen 011; Laizhong Cui; Zhi Wang 001 (CoRR, 2023)

Retraining-free Model Quantization via One-Shot Weight-Coupling Learning. - Chen Tang; Yuan Meng; Jiacheng Jiang; Shuzhao Xie; Rongwei Lu; Xinzhu Ma; Zhi Wang 001; Wenwu Zhu 001 (CVPR, 2024)

MesonGS: Post-training Compression of 3D Gaussians via Efficient Attribute Transformation. - Shuzhao Xie; Weixiang Zhang; Chen Tang; Yunpeng Bai; Rongwei Lu; Shijia Ge; Zhi Wang 001 (ECCV (33), 2024)

A Joint Approach to Local Updating and Gradient Compression for Efficient Asynchronous Federated Learning. - Jiajun Song; Jiajun Luo; Rongwei Lu; Shuzhao Xie; Bin Chen 011; Zhi Wang 001 (Euro-Par (3), 2024)

Staleness-Centric Optimizations for Efficient Diffusion MoE Inference. - Jiajun Luo; Lizhuo Luo; Jianru Xu; Jiajun Song; Rongwei Lu; Chen Tang; Zhi Wang 001 (CoRR, 2024)

Cascade Clutter Suppression Method for Airborne Frequency Diversity Array Radar Based on Elevation Oblique Subspace Projection and Azimuth-Doppler Space-Time Adaptive Processing. - Rongwei Lu; Yifeng Wu; Lei Zhang; Ziyi Chen (Remote. Sens., 2024)

γ-FedHT: Stepsize-Aware Hard-Threshold Gradient Compression in Federated Learning. - Rongwei Lu; Yutong Jiang; Jinrui Zhang; Chunyang Li; Yifei Zhu 001; Bin Chen 011; Zhi Wang 001 (INFOCOM, 2025)

LLM4Band: Enhancing Reinforcement Learning with Large Language Models for Accurate Bandwidth Estimation. - Zhijian Wang; Rongwei Lu; Zhiyang Zhang; Cédric Westphal; Dongbiao He; Jingyan Jiang (NOSSDAV, 2025)

Beyond A Single AI Cluster: A Survey of Decentralized LLM Training. - Haotian Dong; Jingyan Jiang; Rongwei Lu; Jiajun Luo; Jiajun Song; Bowen Li; Ying Shen; Zhi Wang 001 (CoRR, 2025)

Data-Aware Gradient Compression for FL in Communication-Constrained Mobile Computing. - Rongwei Lu; Yutong Jiang; Yinan Mao; Chen Tang; Bin Chen 011; Laizhong Cui; Zhi Wang 001 (IEEE Trans. Mob. Comput., 2025)

DeCo-SGD: Joint Optimization of Delay Staleness and Gradient Compression Ratio for Distributed SGD. - Rongwei Lu; Jingyan Jiang; Chunyang Li; Haotian Dong; Xingguang Wei; Delin Cai; Zhi Wang 001 (CoRR, 2025)

Accelerating Parallel Diffusion Model Serving with Residual Compression. - Jiajun Luo; Yicheng Xiao; Jianru Xu; Yangxiu You; Rongwei Lu; Chen Tang; Jingyan Jiang; Zhi Wang 001 (CoRR, 2025)