Towards Optimal Structured CNN Pruning via Generative Adversarial Learning. - Shaohui Lin; Rongrong Ji; Chenqian Yan; Baochang Zhang 001; Liujuan Cao; Qixiang Ye; Feiyue Huang; David S. Doermann (CVPR, 2019)

Dynamic Neural Network Decoupling. - Yuchao Li; Rongrong Ji; Shaohui Lin; Baochang Zhang 001; Chenqian Yan; Yongjian Wu 001; Feiyue Huang; Ling Shao 001 (CoRR, 2019)

Interpretable Neural Network Decoupling. - Yuchao Li; Rongrong Ji; Shaohui Lin; Baochang Zhang 001; Chenqian Yan; Yongjian Wu 001; Feiyue Huang; Ling Shao 001 (ECCV (15), 2020)

PAMS: Quantized Super-Resolution via Parameterized Max Scale. - Huixia Li; Chenqian Yan; Shaohui Lin; Xiawu Zheng; Baochang Zhang 001; Fan Yang 016; Rongrong Ji (ECCV (25), 2020)

PAMS: Quantized Super-Resolution via Parameterized Max Scale. - Huixia Li; Chenqian Yan; Shaohui Lin; Xiawu Zheng; Yuchao Li; Baochang Zhang 001; Fan Yang 016; Rongrong Ji (CoRR, 2020)

AceNAS: Learning to Rank Ace Neural Architectures with Weak Supervision of Weight Sharing. - Yuge Zhang; Chenqian Yan; Quanlu Zhang; Li Lyna Zhang; Yaming Yang 001; Xiaotian Gao; Yuqing Yang 001 (CoRR, 2021)

Privacy-preserving Online AutoML for Domain-Specific Face Detection. - Chenqian Yan; Yuge Zhang; Quanlu Zhang; Yaming Yang 001; Xinyang Jiang; Yuqing Yang 001; Baoyuan Wang (CVPR, 2022)

SparseByteNN: A Novel Mobile Inference Acceleration Framework Based on Fine-Grained Group Sparsity. - Haitao Xu; Songwei Liu; Yuyang Xu; Shuai Wang; Jiashi Li; Chenqian Yan; Liangqiang Li; Lean Fu; Xin Pan; Fangmin Chen (CoRR, 2023)

Differentiable Search for Finding Optimal Quantization Strategy. - Lianqiang Li; Chenqian Yan; Yefei Chen (CoRR, 2024)

FoldGPT: Simple and Effective Large Language Model Compression Scheme. - Songwei Liu; Chao Zeng; Lianqiang Li; Chenqian Yan; Lean Fu; Xing Mei; Fangmin Chen (CoRR, 2024)

Hybrid SD: Edge-Cloud Collaborative Inference for Stable Diffusion Models. - Chenqian Yan; Songwei Liu; Hongjian Liu; Xurui Peng; Xiaojian Wang; Fangming Chen; Lean Fu; Xing Mei (CoRR, 2024)

Error Propagation Mechanisms and Compensation Strategies for Quantized Diffusion. - Songwei Liu; Hong Liu; Fangmin Chen; Xurui Peng; Chenqian Yan; Lean Fu; Xing Mei (CoRR, 2025)