Assassin: an Automatic claSSificAtion system baSed on algorithm SelectIoN. - Tianyu Mu; Hongzhi Wang 001; Shenghe Zheng; Shaoqing Zhang; Cheng Liang; Haoyun Tang (Proc. VLDB Endow., 2021)

TSC-AutoML: Meta-learning for Automatic Time Series Classification Algorithm Selection. - Tianyu Mu; Hongzhi Wang 001; Shenghe Zheng; Zhiyu Liang; Chunnan Wang; Xinyue Shao; Zheng Liang 002 (ICDE, 2023)

DCLP: Neural Architecture Predictor with Curriculum Contrastive Learning. - Shenghe Zheng; Hongzhi Wang 001; Tianyu Mu (AAAI, 2024)

IntraMix: Intra-Class Mixup Generation for Accurate Labels and Neighbors. - Shenghe Zheng; Hongzhi Wang 001; Xianglong Liu 004 (NeurIPS, 2024)

FREE-Merging: Fourier Transform for Model Merging with Lightweight Experts. - Shenghe Zheng; Hongzhi Wang (CoRR, 2024)

Brame: Hierarchical Data Management Framework for Cloud-Edge-Device Collaboration. - Xianglong Liu 004; Hongzhi Wang 001; Yingze Li; Minchong Li; Shenghe Zheng; Weihua Sun (CoRR, 2025)

Seeing Delta Parameters as JPEG Images: Data-Free Delta Compression with Discrete Cosine Transform. - Chenyu Huang; Peng Ye 006; Xiaohui Wang; Shenghe Zheng; Biqing Qi; Lei Bai 001; Wanli Ouyang; Tao Chen 003 (CoRR, 2025)

Dynamic Base model Shift for Delta Compression. - Chenyu Huang; Peng Ye 006; Shenghe Zheng; Xiaohui Wang; Lei Bai 001; Tao Chen 003; Wanli Ouyang (CoRR, 2025)

Breaking the Compression Ceiling: Data-Free Pipeline for Ultra-Efficient Delta Compression. - Xiaohui Wang; Peng Ye 006; Chenyu Huang; Shenghe Zheng; Bo Zhang 069; Wanli Ouyang; Tao Chen 003 (CoRR, 2025)

Decouple and Orthogonalize: A Data-Free Framework for LoRA Merging. - Shenghe Zheng; Hongzhi Wang; Chenyu Huang; Xiaohui Wang; Tao Chen 003; Jiayuan Fan 001; Shuyue Hu; Peng Ye 006 (CoRR, 2025)

Scaling Physical Reasoning with the PHYSICS Dataset. - Shenghe Zheng; Qianjia Cheng; Junchi Yao; Mengsong Wu; Haonan He; Ning Ding 002; Yu Cheng; Shuyue Hu; Lei Bai 001; Dongzhan Zhou; Ganqu Cui; Peng Ye 006 (CoRR, 2025)

MoE-Gyro: Self-Supervised Over-Range Reconstruction and Denoising for MEMS Gyroscopes. - Feiyang Pan; Shenghe Zheng; Chunyan Yin; Guangbin Dou (CoRR, 2025)