| 2025 | DAC | FactorHD: A Hyperdimensional Computing Model for Multi-Object Multi-Class Representation and Factorization. | Yifei Zhou, Xuchu Huang, Chenyu Ni, Min Zhou, Zheyu Yan, Xunzhao Yin, Cheng Zhuo |
| 2025 | ICLR | Digi-Q: Learning VLM Q-Value Functions for Training Device-Control Agents. | Hao Bai, Yifei Zhou, Li Erran Li, Sergey Levine, Aviral Kumar |
| 2025 | ICML | Proposer-Agent-Evaluator (PAE): Autonomous Skill Discovery For Foundation Model Internet Agents. | Yifei Zhou, Qianlan Yang, Kaixiang Lin, Min Bai, Xiong Zhou, Yu-Xiong Wang, Sergey Levine, Li Erran Li |
| 2025 | ICRA | KALIE: Fine-Tuning Vision-Language Models for Open-World Manipulation Without Robot Data. | Grace Tang, Swetha Rajkumar, Yifei Zhou, Homer Rich Walke, Sergey Levine, Kuan Fang |
| 2024 | ADMA | MSAnomaly: Time Series Anomaly Detection with Multi-scale Augmentation and Fusion. | Tao Yin, Zhibin Zhang, Shikang Hou, Huan Zhao, Lijiao Zheng, Yifei Zhou, Jin Xie, Meng Yan |
| 2024 | ASPDAC | E2E-Check: End to End GPU-Accelerated Design Rule Checking with Novel Mask Boolean Algorithms. | Yifei Zhou, Zijian Wang, Chao Wang |
| 2024 | DATE | Low Power and Temperature- Resilient Compute-In-Memory Based on Subthreshold-FeFET. | Yifei Zhou, Xuchu Huang, Jianyi Yang, Kai Ni, Hussam Amrouch, Cheng Zhuo, Xunzhao Yin |
| 2024 | HCI | Enhancing Representation Learning of EEG Data with Masked Autoencoders. | Yifei Zhou, Sitong Liu |
| 2024 | ICCAD | TReCiM: Lower Power and Temperature-Resilient Multibit 2FeFET-1T Compute-in-Memory Design. | Yifei Zhou, Thomas Kmpfe, Kai Ni, Hussam Amrouch, Cheng Zhuo, Xunzhao Yin |
| 2024 | ICLR | Offline Data Enhanced On-Policy Policy Gradient with Provable Guarantees. | Yifei Zhou, Ayush Sekhari, Yuda Song, Wen Sun |
| 2024 | ICML | ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL. | Yifei Zhou, Andrea Zanette, Jiayi Pan, Sergey Levine, Aviral Kumar |
| 2023 | ICCV | BT | Yifei Zhou, Zilu Li, Abhinav Shrivastava, Hengshuang Zhao, Antonio Torralba, Tai-Peng Tian, Ser-Nam Lim |
| 2023 | ICLR | Hybrid RL: Using both offline and online data can make RL efficient. | Yuda Song, Yifei Zhou, Ayush Sekhari, Drew Bagnell, Akshay Krishnamurthy, Wen Sun |
| 2022 | ICCBR | Extraction of analogies between sentences on the level of syntax using parse trees. | Yifei Zhou, Rashel Fam, Yves Lepage |
| 2022 | NAACL | Improve Discourse Dependency Parsing with Contextualized Representations. | Yifei Zhou, Yansong Feng |
| 2022 | PACLIC | A Study of Re-generating Sentences Given Similar Sentences that Cover Them on the Level of Form and Meaning. | Hsuan-Wei Lo, Yifei Zhou, Rashel Fam, Yves Lepage |
| 2021 | IJCNN | Siamese Guided Anchoring Network for Visual Tracking. | Yifei Zhou, Jing Li, Jun Chang, Yafu Xiao, Jun Wan, Hang Sun |
| 2018 | IJCNN | Correlation Filter Tracking with Multiscale Spatial View. | Yafu Xiao, Jing Li, Jun Chang, Yifei Zhou, Wenfan Zhang |