| 2025 | ECAI | Enhancing Trust-Region Bayesian Optimization via Newton Methods. | Quanlin Chen, Yiyu Chen, Jing Huo, Tianyu Ding, Yang Gao, Yuetong Chen |
| 2025 | ICDE | Deep Learning in Depression Detection: A Comprehensive Survey and Critical Analysis. | Yuliang Zhang, Jieshun You, Chenghe Yang, Zhumeng Wang, Xixi Qiu, Yiyu Chen |
| 2025 | IJCNN | HDBO-B: On Benchmarking High-Dimensional Bayesian Optimization. | Yiyu Chen, Hongye Cao, Quanlin Chen, Jing Huo, Dong Li, Xu He, Yang Gao |
| 2024 | CoRL | Generalized Animal Imitator: Agile Locomotion with Versatile Motion Prior. | Ruihan Yang, Zhuoqun Chen, Jianhan Ma, Chongyi Zheng, Yiyu Chen, Quan Nguyen, Xiaolong Wang |
| 2024 | CVPR | CA-Jaccard: Camera-aware Jaccard Distance for Person Re-identification. | Yiyu Chen, Zheyi Fan, Zhaoru Chen, Yixuan Zhu |
| 2024 | ICRA | Learning Agile Locomotion and Adaptive Behaviors via RL-augmented MPC. | Yiyu Chen, Quan Nguyen |
| 2024 | ICRA | Accounting for Travel Time and Arrival Time Coordination During Task Allocations in Legged-Robot Teams. | Shengqiang Chen, Yiyu Chen, Ronak Jain, Xiaopan Zhang, Quan Nguyen, Satyandra K. Gupta |
| 2024 | INDIN | Fault Detection Based on Attention Mechanism for Grid-Connected Photovoltaic Systems. | Jincan Li, Jingshun Li, Yiyu Chen, Peidong Sha, Ming Jiang, Taiping Jiang, Yusen Zhang, Feng Gao |
| 2024 | PPSN | Re-examining Supervised Dimension Reduction for High-Dimensional Bayesian Optimization. | Quanlin Chen, Jing Huo, Yiyu Chen, Tianyu Ding, Yang Gao, Dong Li, Xu He |
| 2023 | ICRA | Contact Optimization for Non-Prehensile Loco-Manipulation via Hierarchical Model Predictive Control. | Alberto Rigo, Yiyu Chen, Satyandra K. Gupta, Quan Nguyen |
| 2022 | IROS | Robust High-Speed Running for Quadruped Robots via Deep Reinforcement Learning. | Guillaume Bellegarda, Yiyu Chen, Zhuochen Liu, Quan Nguyen |
| 2021 | IROS | Adaptive Force-based Control for Legged Robots. | Mohsen Sombolestan, Yiyu Chen, Quan Nguyen |
| 2014 | SMC | Non-invasive optical methods for brain-machine interfacing and imaging. | Jae-Ho Han, Ji-Hyun Kim, Jaeyoung Shin, Yiyu Chen, Shi Chang, Seungbae Ji, Seung-Beom Yu, Jichai Jeong |
| 2013 | CHI | Crafting wearables: interaction design meets fashion design. | Oscar Tomico, Mascha van Zijverden, Tom Fejr, Yiyu Chen, Eef Lubbers, Meerthe Heuvelings, Sonia Assaoui, Verena Schepperheyn |
| 2006 | SIGMETRICS | Consolidating clients on back-end servers with co-location and frequency control. | Yiyu Chen, Amitayu Das, Anand Sivasubramaniam, Qian Wang, Rick Harper, M. Bland |
| 2005 | SIGMETRICS | Managing server energy and operational costs in hosting centers. | Yiyu Chen, Amitayu Das, Wubi Qin, Anand Sivasubramaniam, Qian Wang, Natarajan Gautam |