Investigating different stress-relief methods using Electroencephalogram (EEG). - Yuge Zhang; Qin Wang; Zheng Yang Chin; Kai Keng Ang (EMBC, 2020)

Retiarii: A Deep Learning Exploratory-Training Framework. - Quanlu Zhang; Zhenhua Han; Fan Yang 024; Yuge Zhang; Zhe Liu; Mao Yang 004; Lidong Zhou (OSDI, 2020)

CNN-Based Anomaly Detection For Face Presentation Attack Detection With Multi-Channel Images. - Yuge Zhang; Min Zhao; Longbin Yan; Tiande Gao; Jie Chen 022 (VCIP, 2020)

Deeper Insights into Weight Sharing in Neural Architecture Search. - Yuge Zhang; Zejun Lin; Junyang Jiang; Quanlu Zhang; Yujing Wang; Hui Xue 004; Chen Zhang 001; Yaming Yang 001 (CoRR, 2020)

How Does Supernet Help in Neural Architecture Search? - Yuge Zhang; Quanlu Zhang; Yaming Yang 001 (CoRR, 2020)

Physical Layer Authentication Based on Gaussian Mixture Model Under Unknown Number of Attackers. - Yuge Zhang (ICCC, 2021)

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)

Full-Cycle Energy Consumption Benchmark for Low-Carbon Computer Vision. - Bo Li 080; Xinyang Jiang; Donglin Bai; Yuge Zhang; Ningxin Zheng; Xuanyi Dong; Lu Liu 019; Yuqing Yang 001; Dongsheng Li 002 (CoRR, 2021)

A model-based variable step-size strategy for proximal multitask diffusion LMS algorithm. - Yuge Zhang; Danqi Jin; Jie Chen 022 (Digit. Signal Process., 2021)

Object Detection in Hyperspectral Images. - Longbin Yan; Min Zhao; Xiuheng Wang; Yuge Zhang; Jie Chen 022 (IEEE Signal Process. Lett., 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)

Reinforcement Learning with Automated Auxiliary Loss Search. - Tairan He; Yuge Zhang; Kan Ren; Minghuan Liu; Che Wang; Weinan Zhang 001; Yuqing Yang 001; Dongsheng Li 002 (NeurIPS, 2022)

A Deep Joint Network for Multispectral Demosaicking Based on Pseudo-Panchromatic Images. - Shumin Liu; Yuge Zhang; Jie Chen 022; Keng Pang Lim; Susanto Rahardja (IEEE J. Sel. Top. Signal Process., 2022)

AutoTaskFormer: Searching Vision Transformers for Multi-task Learning. - Yang Liu 212; Shen Yan; Yuge Zhang; Kan Ren; Quanlu Zhang; Zebin Ren; Deng Cai 001; Mi Zhang 002 (CoRR, 2023)

Benchmarking Data Science Agents. - Yuge Zhang; Qiyang Jiang; Xingyu Han; Nan Chen; Yuqing Yang 001; Kan Ren (ACL (1), 2024)

MLCopilot: Unleashing the Power of Large Language Models in Solving Machine Learning Tasks. - Lei Zhang; Yuge Zhang; Kan Ren; Dongsheng Li 002; Yuqing Yang 001 (EACL (1), 2024)

VisEval: A Benchmark for Data Visualization in the Era of Large Language Models. - Nan Chen; Yuge Zhang; Jiahang Xu; Kan Ren; Yuqing Yang 001 (IEEE Trans. Vis. Comput. Graph., 2025)