Parameter Communication Consistency Model for Large-Scale Security Monitoring Based on Mobile Computing. - Rui Yang; Jilin Zhang; Jian Wan 001; Li Zhou 008; Jing Shen; Yunchen Zhang; Zhenguo Wei; Juncong Zhang; Jue Wang 013 (IEEE Access, 2019)

Research on Drug Tracing and Prediction Based on Elman Neural Network. - Kun Pang; Yunchen Zhang; Yingying Tao; Jian Tang; Xianchao Wang (ATCI, 2020)

MSFSR: A Multi-Stage Face Super-Resolution with Accurate Facial Representation via Enhanced Facial Boundaries. - Yunchen Zhang; Yi Wu 010; Liang Chen 026 (CVPR Workshops, 2020)

Better Few-Shot Text Classification with Pre-trained Language Model. - Zheng Chen; Yunchen Zhang (ICANN (2), 2021)

SDWNet: A Straight Dilated Network with Wavelet Transformation for image Deblurring. - Wenbin Zou; Mingchao Jiang; Yunchen Zhang; Liang Chen 026; Zhiyong Lu; Yi Wu 010 (ICCVW, 2021)

Perceiving and Modeling Density is All You Need for Image Dehazing. - Tian Ye 001; Mingchao Jiang; Yunchen Zhang; Liang Chen 026; ErKang Chen; Pen Chen; Zhiyong Lu (CoRR, 2021)

Self-Calibrated Efficient Transformer for Lightweight Super-Resolution. - Wenbin Zou; Tian Ye 001; Weixin Zheng; Yunchen Zhang; Liang Chen 026; Yi Wu 010 (CVPR Workshops, 2022)

AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and Results. - Ren Yang; Radu Timofte; Xin Li 106; Qi Zhang 029; Lin Zhang 013; Fanglong Liu; Dongliang He; Fu Li 003; He Zheng; Weihang Yuan; Pavel Ostyakov; Dmitry Vyal; et al. (ECCV Workshops (3), 2022)

Perceiving and Modeling Density for Image Dehazing. - Tian Ye 001; Yunchen Zhang; Mingchao Jiang; Liang Chen 026; Yun Liu 002; Sixiang Chen; Erkang Chen (ECCV (19), 2022)

Outlier Suppression: Pushing the Limit of Low-bit Transformer Language Models. - Xiuying Wei; Yunchen Zhang; Xiangguo Zhang; Ruihao Gong; Shanghang Zhang; Qi Zhang; Fengwei Yu; Xianglong Liu 001 (NeurIPS, 2022)

Towards Effective Microalgae Object Detection Solutions to IEEE UV 2022 "Vision Meets Alage" Object Detection Challenge. - Yunchen Zhang; Wei Zeng; Fan Yang (UV, 2022)

Do Prompts Solve NLP Tasks Using Natural Language? - Sen Yang 005; Yunchen Zhang; Leyang Cui; Yue Zhang 004 (CoRR, 2022)

Mutual Learning for Domain Adaptation: Self-distillation Image Dehazing Network with Sample-cycle. - Tian Ye 001; Yun Liu 002; Yunchen Zhang; Sixiang Chen; Erkang Chen (CoRR, 2022)

AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and Results. - Ren Yang; Radu Timofte; Xin Li 106; Qi Zhang 029; Lin Zhang 013; Fanglong Liu; Dongliang He; Fu Li 003; He Zheng; Weihang Yuan; Pavel Ostyakov; Dmitry Vyal; et al. (CoRR, 2022)

NTIRE 2023 Challenge on Stereo Image Super-Resolution: Methods and Results. - Longguang Wang; Yulan Guo; Yingqian Wang 002; Juncheng Li 003; Shuhang Gu; Radu Timofte; Ming Cheng 002; Haoyu Ma; Qiufang Ma; Xiaopeng Sun; Shijie Zhao 001; Xuhan Sheng; et al. (CVPR Workshops, 2023)

Cross-View Hierarchy Network for Stereo Image Super-Resolution. - Wenbin Zou; Hongxia Gao; Liang Chen; Yunchen Zhang; Mingchao Jiang; Zhongxin Yu; Ming Tan (CVPR Workshops, 2023)

Outlier Suppression+: Accurate quantization of large language models by equivalent and effective shifting and scaling. - Xiuying Wei; Yunchen Zhang; Yuhang Li 001; Xiangguo Zhang; Ruihao Gong; Jinyang Guo; Xianglong Liu 001 (EMNLP, 2023)

SysNoise: Exploring and Benchmarking Training-Deployment System Inconsistency. - Yan Wang 033; Yuhang Li 001; Ruihao Gong; Aishan Liu; Yanfei Wang; Jian Hu; Yongqiang Yao; Yunchen Zhang; Tianzi Xiao; Fengwei Yu; Xianglong Liu 001 (MLSys, 2023)

Sequential Affinity Learning for Video Restoration. - Tian Ye 001; Sixiang Chen; Yun Liu 002; Wenhao Chai; Jinbin Bai; Wenbin Zou; Yunchen Zhang; Mingchao Jiang; Erkang Chen; Chenghao Xue (ACM Multimedia, 2023)

Outlier Suppression+: Accurate quantization of large language models by equivalent and optimal shifting and scaling. - Xiuying Wei; Yunchen Zhang; Yuhang Li 001; Xiangguo Zhang; Ruihao Gong; Jinyang Guo; Xianglong Liu 001 (CoRR, 2023)

Exploring the Potential of Flexible 8-bit Format: Design and Algorithm. - Zhuoyi Zhang; Yunchen Zhang; Gonglei Shi; Yu Shen; Ruihao Gong; Xiaoxu Xia; Qi Zhang; Lewei Lu; Xianglong Liu 001 (CoRR, 2023)

TeacherLM: Teaching to Fish Rather Than Giving the Fish, Language Modeling Likewise. - Nan He; Hanyu Lai; Chenyang Zhao; Zirui Cheng; Junting Pan; Ruoyu Qin; Ruofan Lu; Rui Lu; Yunchen Zhang; Gangming Zhao; Zhaohui Hou; Zhiyuan Huang; et al. (CoRR, 2023)

Joint Wavelet Sub-Bands Guided Network for Single Image Super-Resolution. - Wenbin Zou; Liang Chen 026; Yi Wu 010; Yunchen Zhang; Yuxiang Xu; Jun Shao (IEEE Trans. Multim., 2023)

AIM 2024 Challenge on UHD Blind Photo Quality Assessment. - Vlad Hosu; Marcos V. Conde; Lorenzo Agnolucci; Nabajeet Barman; Saman Zadtootaghaj; Radu Timofte; Wei Sun 029; Weixia Zhang; Yuqin Cao; Linhan Cao; Jun Jia; Zijian Chen 001; et al. (ECCV Workshops (10), 2024)

Learning from Strong to Weak An Enhanced Quality Comparison Network via Efficient Transfer Learning. - Yunchen Zhang; Xiangkai Xu; Hong Gao; Ji Shi; Yiming Bao; Xiugang Dong; Xiangsheng Zhou; Yaofeng Tu (ECCV Workshops (10), 2024)

LLMC: Benchmarking Large Language Model Quantization with a Versatile Compression Toolkit. - Ruihao Gong; Yang Yong; Shiqiao Gu; Yushi Huang; Chengtao Lv; Yunchen Zhang; Dacheng Tao; Xianglong Liu 001 (EMNLP (Industry Track), 2024)

LLM-QBench: A Benchmark Towards the Best Practice for Post-training Quantization of Large Language Models. - Ruihao Gong; Yang Yong; Shiqiao Gu; Yushi Huang; Yunchen Zhang; Xianglong Liu 001; Dacheng Tao (CoRR, 2024)

NTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement: Methods and Results. - Xin Li; Kun Yuan; Bingchen Li; Fengbin Guan; Yizhen Shao; Zihao Yu; Xijun Wang; Yiting Lu; Wei Luo; Suhang Yao; Ming Sun; Chao Zhou; et al. (CVPR Workshops, 2025)

Mutual learning for domain adaptation: Self-distillation image dehazing network with sample-cycle. - Erkang Chen; Lihan Tong; Tian Ye 001; Sixiang Chen; Yunchen Zhang; Yun Liu 002 (Displays, 2025)

NTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement: Methods and Results. - Xin Li; Kun Yuan 003; Bingchen Li; Fengbin Guan; Yizhen Shao; Zihao Yu; Xijun Wang; Yiting Lu; Wei Luo; Suhang Yao; Ming Sun; Chao Zhou; et al. (CoRR, 2025)