Seismic Wave Propagation Simulation Using Accelerated Support Operator Rupture Dynamics on Multi-GPU. - Yichen Zhou; Shenyi Song; Tingxing Dong; David A. Yuen (CSE, 2011)

Multivariate Time Series Classification Using Dynamic Time Warping Template Selection for Human Activity Recognition. - Skyler Seto; Wenyu Zhang 003; Yichen Zhou (SSCI, 2015)

Semi-Synthetic Trauma Resuscitation Process Data Generator. - Sen Yang 002; Yichen Zhou; Yifeng Guo; Richard A. Farneth; Ivan Marsic; Randall S. Burd (ICHI, 2017)

A Data-driven Process Recommender Framework. - Sen Yang 002; Xin Dong 010; Leilei Sun; Yichen Zhou; Richard A. Farneth; Hui Xiong 001; Randall S. Burd; Ivan Marsic (KDD, 2017)

Approximation Trees: Statistical Stability in Model Distillation. - Yichen Zhou; Zhengze Zhou; Giles Hooker (CoRR, 2018)

A Deep-Learning-Based Fashion Attributes Detection Model. - Menglin Jia; Yichen Zhou; Mengyun Shi; Bharath Hariharan (CoRR, 2018)

Toward Expressive Multi-Platform Teleoperation: Laban-Inspired Concurrent Operation of Multiple Joints on the Rethink Robotics Baxter Robot in Static and Dynamic Tasks. - Yichen Zhou; Maxwell Asselmeier; Amy LaViers (MOCO, 2019)

A Simple Baseline for Pose Tracking in Videos of Crowed Scenes. - Li Yuan 007; Shuning Chang; Ziyuan Huang; Yichen Zhou; Yupeng Chen; Xuecheng Nie; Francis E. H. Tay; Jiashi Feng; Shuicheng Yan (ACM Multimedia, 2020)

Towards Accurate Human Pose Estimation in Videos of Crowded Scenes. - Shuning Chang; Li Yuan 007; Xuecheng Nie; Ziyuan Huang; Yichen Zhou; Yunpeng Chen; Jiashi Feng; Shuicheng Yan (ACM Multimedia, 2020)

Toward Accurate Person-level Action Recognition in Videos of Crowed Scenes. - Li Yuan 007; Yichen Zhou; Shuning Chang; Ziyuan Huang; Yupeng Chen; Xuecheng Nie; Tao Wang 053; Jiashi Feng; Shuicheng Yan (ACM Multimedia, 2020)

Approximate Heavily-Constrained Learning with Lagrange Multiplier Models. - Harikrishna Narasimhan; Andrew Cotter; Yichen Zhou; Serena Lutong Wang; Wenshuo Guo (NeurIPS, 2020)

ID Preserving Face Super-Resolution Generative Adversarial Networks. - Jinning Li 001; Yichen Zhou; Jie Ding 007; Cen Chen 001; Xulei Yang (IEEE Access, 2020)

Toward Accurate Person-level Action Recognition in Videos of Crowded Scenes. - Li Yuan 007; Yichen Zhou; Shuning Chang; Ziyuan Huang; Yunpeng Chen; Xuecheng Nie; Tao Wang 053; Jiashi Feng; Shuicheng Yan (CoRR, 2020)

A Simple Baseline for Pose Tracking in Videos of Crowded Scenes. - Li Yuan 007; Shuning Chang; Ziyuan Huang; Yichen Zhou; Yunpeng Chen; Xuecheng Nie; Francis E. H. Tay; Jiashi Feng; Shuicheng Yan (CoRR, 2020)

Distilling Double Descent. - Andrew Cotter; Aditya Krishna Menon; Harikrishna Narasimhan; Ankit Singh Rawat; Sashank J. Reddi; Yichen Zhou (CoRR, 2021)

Preliminary Study on Forced Oscillation of Power System with Quadratic Nonlinearity. - Yichen Zhou; Jianwei Wu (CoRR, 2021)

Malicious Mode Attack on EV Coordinated Charging Load and MIADRC Defense Strategy. - Yichen Zhou; Weidong Liu; Jing Ma; Xinghao Zhen; Yonggang Li (CoRR, 2021)

A Novel Transformers Fault Diagnosis Method Based on Probabilistic Neural Network and Bio-Inspired Optimizer. - Lingyu Tao; Xiaohui Yang; Yichen Zhou; Li Yang (Sensors, 2021)

MetaFormer is Actually What You Need for Vision. - Weihao Yu 001; Mi Luo; Pan Zhou 002; Chenyang Si; Yichen Zhou; Xinchao Wang; Jiashi Feng; Shuicheng Yan (CVPR, 2022)

Multi-Attribute Joint Point Cloud Super-Resolution with Adversarial Feature Graph Networks. - Yichen Zhou; Xinfeng Zhang 001; Shanshe Wang; Lin Li 062 (ICME Workshops, 2022)

Inception Transformer. - Chenyang Si; Weihao Yu 001; Pan Zhou 002; Yichen Zhou; Xinchao Wang; Shuicheng Yan (NeurIPS, 2022)

Mugs: A Multi-Granular Self-Supervised Learning Framework. - Pan Zhou 002; Yichen Zhou; Chenyang Si; Weihao Yu 001; Teck Khim Ng; Shuicheng Yan (CoRR, 2022)

Robust Distillation for Worst-class Performance. - Serena Lutong Wang; Harikrishna Narasimhan; Yichen Zhou; Sara Hooker; Michal Lukasik; Aditya Krishna Menon (CoRR, 2022)

Decision tree boosted varying coefficient models. - Yichen Zhou; Giles Hooker (Data Min. Knowl. Discov., 2022)

Co-evolution-based parameter learning for remote sensing scene classification. - Di Zhang; Yichen Zhou; Jiaqi Zhao 001; Yong Zhou 003 (Int. J. Wavelets Multiresolution Inf. Process., 2022)

Boulevard: Regularized Stochastic Gradient Boosted Trees and Their Limiting Distribution. - Yichen Zhou; Giles Hooker (J. Mach. Learn. Res., 2022)

ViNavUT: Vison Based Navigation System for Unmanned Tractor in Airport. - Yichen Zhou; Mingxing Wen; Jun Zhang 042; Danwei Wang (CIS-RAM, 2023)

Traversability Analysis for Unmanned Ground Vehicles Based on Multi-modal Information Fusion. - Mingxing Wen; Jiajie Guo; Yichen Zhou; Jun Zhang 042; Yufeng Yue; Danwei Wang (ROBIO, 2023)

Robust distillation for worst-class performance: on the interplay between teacher and student objectives. - Serena Wang 001; Harikrishna Narasimhan; Yichen Zhou; Sara Hooker; Michal Lukasik; Aditya Krishna Menon (UAI, 2023)

Generalized Damping Torque Analysis of Ultra-Low Frequency Oscillation in the Jerk Space. - Yichen Zhou; Yang Yang 002; Tao Zhou; Yonggang Li (CoRR, 2023)

Application of a record linkage software to identify mortality of enrolees of large integrated healthcare organisations. - Yichen Zhou; Zhi Liang; Sungching Glenn; Wansu Chen; Fagen Xie (Int. J. Bus. Intell. Data Min., 2023)

GCM: Efficient video recognition with glance and combine module. - Yichen Zhou; Ziyuan Huang; Xulei Yang; Marcelo H. Ang; Teck Khim Ng (Pattern Recognit., 2023)

Reliability-based design optimization of a car body using dimension- reduced Chebyshev polynomial. - Feng Li; Yichen Zhou; Tonghui Wei; Hongfeng Li (Qual. Reliab. Eng. Int., 2023)

Kernel Representation for Dynamic Networks. - Yichen Zhou; Teck Khim Ng (BMVC, 2024)

Dynamic point cloud compression with spatio-temporal transformer-style modeling. - Yichen Zhou; Xinfeng Zhang 001; Xiaoqi Ma; Yingzhan Xu; Kai Zhang 007; Li Zhang 006 (DCC, 2024)

Efficient Cascaded Multiscale Adaptive Network for Image Restoration. - Yichen Zhou; Pan Zhou 002; Teck Khim Ng (ECCV (19), 2024)

ACS-MM-Explore: Adaptive Circular Search Strategy for Multi-Modal Robot Exploration in Large-Scale Urban Environments. - Kaimin Mao; Yichen Zhou; Mingxing Wen; Jun Zhang 042; Guohao Peng; Zhenyu Wu 001; Danwei Wang (ICARCV, 2024)

Adaptive Downsampling and Spatial Upconversion for Point Cloud Compression. - Yichen Zhou; Xinfeng Zhang 001; Yingzhan Xu; Kai Zhang 007; Li Zhang 006 (ICIP, 2024)

A decoder-only foundation model for time-series forecasting. - Abhimanyu Das; Weihao Kong; Rajat Sen; Yichen Zhou (ICML, 2024)

Towards Safe and Efficient Last-Mile Delivery: A Multi-Modal Socially Aware Navigation Framework for Autonomous Robots on Pedestrian-Crowded Sidewalks. - Yichen Zhou; Mingxing Wen; Xun Chen; Chunyang Zhao; Jiajie Guo; Jun Zhang 042; Yufeng Yue; Yingchong Ma (CIS-RAM, 2024)

An adaptive dimension-reduction Chebyshev metamodel. - Yichen Zhou; Feng Li; Hongfeng Li; Shijun Qu (Adv. Eng. Softw., 2024)

Robustness to Model Approximation, Learning, and Sample Complexity in Wasserstein Regular MDPs. - Yichen Zhou; Yanglei Song; Serdar Yüksel (CoRR, 2024)

In-Context Fine-Tuning for Time-Series Foundation Models. - Abhimanyu Das; Matthew Faw; Rajat Sen; Yichen Zhou (CoRR, 2024)

A terpenoids database with the chemical content as a novel agronomic trait. - Wenqian Li; Yinliang Chen; Ruofei Yang; Zilong Hu; Shaozhong Wei; Sheng Hu; Xinjun Xiong; Meijuan Wang; Ammar Lubeiny; Xiaohua Li; Minglei Feng; Shuang Dong; et al. (Database J. Biol. Databases Curation, 2024)

MetaFormer Baselines for Vision. - Weihao Yu 001; Chenyang Si; Pan Zhou 002; Mi Luo; Yichen Zhou; Jiashi Feng; Shuicheng Yan; Xinchao Wang (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Approximation trees: statistical reproducibility in model distillation. - Yichen Zhou; Zhengze Zhou; Giles Hooker (Data Min. Knowl. Discov., 2024)

A multi-step regularity assessment and joint prediction system for ordering time series based on entropy and deep learning. - Yichen Zhou; Wenhe Han; Heng Zhou (Auton. Intell. Syst., 2024)

MPC-EVM: Enabling MPC Execution by Smart Contracts In An Asynchronous Manner. - Yichen Zhou; Chenxing Li; Fan Long (CoRR, 2025)

A Soft Sensor for Multirate Quality Variables Based on MC-CNN. - Bing Song; Yichen Zhou; Hongbo Shi; Yang Tao; Shuai Tan (IEEE Trans. Neural Networks Learn. Syst., 2025)