| 2026 | AAAI | Careful Queries, Credible Results: Teaching RAG Models Advanced Web Search Tools with Reinforcement Learning. | Yuqin Dai, Shuo Yang, Guoqing Wang, Yong Deng, Zhanwei Zhang, Jun Yin, Pengyu Zeng, Zhenzhe Ying, Changhua Meng, Can Yi, Yuchen Zhou, Weiqiang Wang, Shuai Lu |
| 2026 | AAAI | Logic Unseen: Revealing the Logical Blindspots of Vision-Language Models. | Yuchen Zhou, Jiayu Tang, Shuo Yang, Xiaoyan Xiao, Yuqin Dai, Wenhao Yang, Chao Gou, Xiaobo Xia, Tat-Seng Chua |
| 2026 | HPCA | Intermittence-Aware Cache Compression. | Gan Fang, Jianping Zeng, Yuchen Zhou, Changhee Jung |
| 2026 | ICS | Anchoring Whole-System Persistence and Resilience in CXL. | Yuchen Zhou, Jianping Zeng, Changhee Jung |
| 2026 | KSEM | HeteroGuard: Hop-Disentangled Representation Learning on Heterogeneous Provenance Graphs for APT Detection. | Rong Qian, Haonan Dong, Jiaxin Hou, Yuan Cui, Yuchen Zhou |
| 2026 | KSEM | Multi-level Relations Modeling Based Graph Prototype Network. | Yuchen Zhou, Shubao Jin, Yuehong Yan, Rong Qian |
| 2026 | KSEM | Simplicial Complex Based Contrastive Heterogeneous Graph Representation Learning. | Yuchen Zhou, Qingyue Wang, Yajie Qi, Rong Qian |
| 2025 | ICANN | Efficient Long-Term Motion Feature Learning via Frequency-Based Key Frame Guidance for Action Recognition. | Yuchen Zhou, Shougang Ren, Xingjian Gu |
| 2025 | ICCV | Where, What, Why: Towards Explainable Driver Attention Prediction. | Yuchen Zhou, Jiayu Tang, Xiaoyan Xiao, Yueyao Lin, Linkai Liu, Zipeng Guo, Hao Fei, Xiaobo Xia, Chao Gou |
| 2025 | ICLR | Point-SAM: Promptable 3D Segmentation Model for Point Clouds. | Yuchen Zhou, Jiayuan Gu, Tung Yen Chiang, Fanbo Xiang, Hao Su |
| 2025 | KSEM | FATDyG: A Dynamic Network Link Prediction Framework for Time, Space, and Frequency Awareness. | Rong Qian, Zihao Wang, Yuchen Zhou, Yuyi Tian |
| 2024 | CSCWD | Self-Supervised Contrastive Graph Clustering Network via Structural Information Fusion. | Xiaoyang Ji, Yuchen Zhou, Haofu Yang, Shiyue Xu, Jiahao Li |
| 2024 | CVPR | Learning from Observer Gaze: Zero-Shot Attention Prediction Oriented by Human-Object Interaction Recognition. | Yuchen Zhou, Linkai Liu, Chao Gou |
| 2024 | GLOBECOM | Hierarchical DRL-Based Resource Allocation for Cell-Free Enabled MEC Networks. | Mengmeng Ren, Jian Chen, Long Yang, Pei Xiao, Chong Huang, Lu Lv, Yuchen Zhou, Rahim Tafazolli |
| 2024 | ICASSP | Driver Scanpath Prediction Based On Inverse Reinforcement Learning. | Zhixin Huang, Yuchen Zhou, Jie Zhu, Chao Gou |
| 2024 | ICASSP | Hierarchical Home Action Understanding with Implicit and Explicit Prior Knowledge. | Yuchen Zhou, Guang Tan, Chao Gou |
| 2024 | ISSTA | CLAP: Learning Transferable Binary Code Representations with Natural Language Supervision. | Hao Wang, Zeyu Gao, Chao Zhang, Zihan Sha, Mingyang Sun, Yuchen Zhou, Wenyu Zhu, Wenju Sun, Han Qiu, Xi Xiao |
| 2024 | ISSTA | CEBin: A Cost-Effective Framework for Large-Scale Binary Code Similarity Detection. | Hao Wang, Zeyu Gao, Chao Zhang, Mingyang Sun, Yuchen Zhou, Han Qiu, Xi Xiao |
| 2024 | MICRO | LightWSP: Whole-System Persistence on the Cheap. | Yuchen Zhou, Jianping Zeng, Changhee Jung |
| 2023 | EMNLP | Grounding Visual Illusions in Language: Do Vision-Language Models Perceive Illusions Like Humans? | Yichi Zhang, Jiayi Pan, Yuchen Zhou, Rui Pan, Joyce Chai |
| 2023 | MICRO | SweepCache: Intermittence-Aware Cache on the Cheap. | Yuchen Zhou, Jianping Zeng, Jungi Jeong, Jongouk Choi, Changhee Jung |
| 2023 | WWW | Multi-Aspect Heterogeneous Graph Augmentation. | Yuchen Zhou, Yanan Cao, Yongchao Liu, Yanmin Shang, Peng Zhang, Zheng Lin, Yun Yue, Baokun Wang, Xing Fu, Weiqiang Wang |
| 2022 | ICDM | Task-level Relations Modelling for Graph Meta-learning. | Yuchen Zhou, Yanan Cao, Yanmin Shang, Chuan Zhou, Chuancheng Song, Fengzhao Shi, Qian Li |
| 2022 | WWW | H2-FDetector: A GNN-based Fraud Detector with Homophilic and Heterophilic Connections. | Fengzhao Shi, Yanan Cao, Yanmin Shang, Yuchen Zhou, Chuan Zhou, Jia Wu |
| 2022 | WI | Managing Intermittent Renewable Generation with Battery Storage using a Deep Reinforcement Learning Strategy. | Yuchen Zhou, Sarah Henni, Philipp Staudt |
| 2021 | ACL | Deep Differential Amplifier for Extractive Summarization. | Ruipeng Jia, Yanan Cao, Fang Fang, Yuchen Zhou, Zheng Fang, Yanbing Liu, Shi Wang |
| 2021 | CogSci | A common framework for quantifying the learnability of nouns and verbs. | Yuchen Zhou, Dan Yurovsky |
| 2021 | IMC | Understanding the performance of webassembly applications. | Yutian Yan, Tengfei Tu, Lijian Zhao, Yuchen Zhou, Weihang Wang |
| 2021 | PIMRC | Data Trading for Blockchain-Based Data Market in Cyber-Physical-Social Smart Systems. | Yuchen Zhou, Jian Chen, Bingtao He, Lu Lv |
| 2021 | WCNC | Energy-Delay Tradeoff in Device-Assisted NOMA MEC Systems: A Matching-Based Algorithm. | Mengmeng Ren, Jian Chen, Yuchen Zhou, Long Yang |
| 2021 | SP | Innocent Until Proven Guilty (IUPG): Building Deep Learning Models with Embedded Robustness to Out-Of-Distribution Content. | Brody Kutt, William Hewlett, Oleksii Starov, Yuchen Zhou |
| 2020 | ISCA | MLPerf Inference Benchmark. | Vijay Janapa Reddi, Christine Cheng, David Kanter, Peter Mattson, Guenther Schmuelling, Carole-Jean Wu, Brian Anderson, Maximilien Breughe, Mark Charlebois, William Chou, Ramesh Chukka, Cody Coleman, Sam Davis, Pan Deng, Greg Diamos, Jared Duke, Dave Fick, J. Scott Gardner, Itay Hubara, Sachin Idgunji, Thomas B. Jablin, Jeff Jiao, Tom St. John, Pankaj Kanwar, David Lee, Jeffery Liao, Anton Lokhmotov, Francisco Massa, Peng Meng, Paulius Micikevicius, Colin Osborne, Gennady Pekhimenko, Arun Tejusve Raghunath Rajan, Dilip Sequeira, Ashish Sirasao, Fei Sun, Hanlin Tang, Michael Thomson, Frank Wei, Ephrem Wu, Lingjie Xu, Koichi Yamada, Bing Yu, George Yuan, Aaron Zhong, Peizhao Zhang, Yuchen Zhou |
| 2020 | WCNC | An Energy-Efficient Mixed-Task Paradigm in Resource Allocation for Fog Computing. | Xincheng Chen, Yuchen Zhou, Long Yang, Lu Lv |
| 2019 | INFOCOM | Collaborative Client-Side DNS Cache Poisoning Attack. | Fatemah Alharbi, Jie Chang, Yuchen Zhou, Feng Qian, Zhiyun Qian, Nael B. Abu-Ghazaleh |
| 2019 | KSEM | UAFA: Unsupervised Attribute-Friendship Attention Framework for User Representation. | Yuchen Zhou, Yanmin Shang, Yaman Cao, Yanbing Liu, Jianlong Tan |
| 2019 | SP | Detecting Malicious Campaigns in Obfuscated JavaScript with Scalable Behavioral Analysis. | Oleksii Starov, Yuchen Zhou, Jun Wang |
| 2018 | ICML | Dropout Training, Data-dependent Regularization, and Generalization Bounds. | Wenlong Mou, Yuchen Zhou, Jun Gao, Liwei Wang |
| 2018 | IJCAI | Weakly Supervised Audio Source Separation via Spectrum Energy Preserved Wasserstein Learning. | Ning Zhang, Junchi Yan, Yuchen Zhou |
| 2018 | MFCS | Low Rank Approximation of Binary Matrices: Column Subset Selection and Generalizations. | Chen Dan, Kristoffer Arnsfelt Hansen, He Jiang, Liwei Wang, Yuchen Zhou |
| 2018 | WWW | Betrayed by Your Dashboard: Discovering Malicious Campaigns via Web Analytics. | Oleksii Starov, Yuchen Zhou, Xiao Zhang, Najmeh Miramirkhani, Nick Nikiforakis |
| 2017 | INFOCOM | Virtual resource allocation for information-centric heterogeneous networks with mobile edge computing. | Yuchen Zhou, F. Richard Yu, Jian Chen, Yonghong Kuo |
| 2017 | UIC | Discover the fingerprint of electrical appliance: Online appliance behavior learning and detection in smart homes. | Meng Ma, Weilan Lin, Jingbin Zhang, Ping Wang, Yuchen Zhou, Xiaoxing Liang |
| 2016 | ICCAD | Analysis of production data manipulation attacks in petroleum cyber-physical systems. | Xiaodao Chen, Yuchen Zhou, Hong Zhou, Chaowei Wan, Qi Zhu, Wenchao Li, Shiyan Hu |
| 2016 | INFOCOM | Leveraging carbon nanotube technologies in developing Physically Unclonable Function for cyber-physical system authentication. | Yang Liu, Lin Liu, Yuchen Zhou, Shiyan Hu |
| 2015 | SP | Understanding and Monitoring Embedded Web Scripts. | Yuchen Zhou, David Evans |
| 2013 | CISS | CPS Modeling Integration Hub and Design Space Exploration with Application to Microrobotics. | Yuchen Zhou, John S. Baras |
| 2011 | ESORICS | Protecting Private Web Content from Embedded Scripts. | Yuchen Zhou, David Evans |
| 2011 | ICCAD | Progress and outlook for STT-MRAM. | Yiming Huai, Yuchen Zhou, Ioan Tudosa, Roger Malmhall, Rajiv Ranjan, Jing Zhang |
| 1993 | IROS | Tracking control of multiple flexible link robots. | Yuchen Zhou |