| 2026 | WWW | Re-Diffusion: Modeling Latent Residuals with Diffusion for Time-Series Forecasting. | Boning Zhang, Haishuai Wang, Zehong Hu, Jiajun Wang, Hongyi Zhang, Jia Jia |
| 2025 | ICCV | Focal Plane Visual Feature Generation and Matching on a Pixel Processor Array. | Hongyi Zhang, Laurie Bose, Jianing Chen, Piotr Dudek, Walterio W. Mayol-Cuevas |
| 2024 | ACL | Selective Prefix Tuning for Pre-trained Language Models. | Hongyi Zhang, Zuchao Li, Ping Wang, Hai Zhao |
| 2024 | COMPSAC | EdgeFL: A Lightweight Decentralized Federated Learning Framework. | Hongyi Zhang, Jan Bosch, Helena Holmstrm Olsson |
| 2024 | DATE | ARCTIC: Agile and Robust Compute-In-Memory Compiler with Parameterized INT/FP Precision and Built-In Self Test. | Hongyi Zhang, Haozhe Zhu, Siqi He, Mengjie Li, Chengchen Wang, Xiankui Xiong, Haidong Tian, Xiaoyang Zeng, Chixiao Chen |
| 2024 | HIC | NoteBlock: Prototype Design of Music Learning Experience for Blind and Low Vision Children in Preschool Ages. | Yike Liu, Zhen Liu, Tian Gao, Yuxuan Chen, Mengling Cai, Hongyi Zhang |
| 2024 | ISCAS | A 19.7 TFLOPS/W Multiply-less Logarithmic Floating-Point CIM Architecture with Error-Reduced Compensated Approximate Adder. | Mengjie Li, Hongyi Zhang, Siqi He, Haozhe Zhu, Hao Zhang, Jinglei Liu, Jiayuan Chen, Zhenping Hu, Xiaoyang Zeng, Chixiao Chen |
| 2024 | KDD | Spending Programmed Bidding: Privacy-friendly Bid Optimization with ROI Constraint in Online Advertising. | Yumin Su, Min Xiang, Yifei Chen, Yanbiao Li, Tian Qin, Hongyi Zhang, Yasong Li, Xiaobing Liu |
| 2023 | CIKM | Datasets and Interfaces for Benchmarking Heterogeneous Graph Neural Networks. | Yijian Liu, Hongyi Zhang, Cheng Yang, Ao Li, Yugang Ji, Luhao Zhang, Tao Li, Jinyu Yang, Tianyu Zhao, Juan Yang, Hai Huang, Chuan Shi |
| 2023 | COMPSAC | Multi-Agent Reinforcement Learning in Dynamic Industrial Context. | Hongyi Zhang, Jingya Li, Zhiqiang Tyler Qi, Anders Aronsson, Jan Bosch, Helena Holmstrm Olsson |
| 2023 | GLOBECOM | Backdoor Attacks on Multi-Agent Reinforcement Learning-based Spectrum Management. | Hongyi Zhang, Mingqian Liu, Yunfei Chen |
| 2023 | ICSA | Deep Reinforcement Learning for Multiple Agents in a Decentralized Architecture: A Case Study in the Telecommunication Domain. | Hongyi Zhang, Jingya Li, Zhiqiang Tyler Qi, Anders Aronsson, Jan Bosch, Helena Holmstrm Olsson |
| 2023 | IECON | A Coordination Control Strategy of HVDC with Interline DCPFC: Hierarchical Structure and Parameter Design. | Yurui Zhou, Pengfeng Lin, Miao Zhu, Jing Yi, Hongyi Zhang, Chuanchuan Hou |
| 2022 | CIKM | OpenHGNN: An Open Source Toolkit for Heterogeneous Graph Neural Network. | Hui Han, Tianyu Zhao, Cheng Yang, Hongyi Zhang, Yaoqi Liu, Xiao Wang, Chuan Shi |
| 2022 | DAC | AL-PA: cross-device profiled side-channel attack using adversarial learning. | Pei Cao, Hongyi Zhang, Dawu Gu, Yan Lu, Yidong Yuan |
| 2022 | ECCV | Learning Spatial-Preserved Skeleton Representations for Few-Shot Action Recognition. | Ning Ma, Hongyi Zhang, Xuhui Li, Sheng Zhou, Zhen Zhang, Jun Wen, Haifeng Li, Jingjun Gu, Jiajun Bu |
| 2022 | ICLR | Label Leakage and Protection in Two-party Split Learning. | Oscar Li, Jiankai Sun, Xin Yang, Weihao Gao, Hongyi Zhang, Junyuan Xie, Virginia Smith, Chong Wang |
| 2022 | ICSE | An Empirical Study on Quality Issues of eBay's Big Data SQL Analytics Platform. | Feng Zhu, Lijie Xu, Gang Ma, Shuping Ji, Jie Wang, Gang Wang, Hongyi Zhang, Kun Wan, Mingming Wang, Xingchao Zhang, Yuming Wang, Jingpin Li |
| 2021 | APSEC | Towards Continuous Data Collection from In-service Products: Exploring the Relation Between Data Dimensions and Collection Challenges. | Anas Dakkak, Hongyi Zhang, David Issa Mattos, Jan Bosch, Helena Holmstrm Olsson |
| 2021 | CHI | Meow Meow Call: Prototype Design for Building Interactive Connection between Human and Deaf Cat. | Hongyi Zhang, Yike Liu, Sifu Zhu, Jinjiang Ni |
| 2021 | COMPSAC | Real-time End-to-End Federated Learning: An Automotive Case Study. | Hongyi Zhang, Jan Bosch, Helena Holmstrm Olsson |
| 2021 | ICAIL | Context-aware legal citation recommendation using deep learning. | Zihan Huang, Charles Low, Mengqiu Teng, Hongyi Zhang, Daniel E. Ho, Mark S. Krass, Matthias Grabmair |
| 2021 | IJCNN | End-to-End Federated Learning for Autonomous Driving Vehicles. | Hongyi Zhang, Jan Bosch, Helena Holmstrm Olsson |
| 2021 | ITiCSE | Are Working Habits Different Between Well-Performing and at-Risk Students in Online Project-Based Courses? | Mingxiao An, Hongyi Zhang, Jaromr Savelka, Shijie Zhu, Chris Bogart, Majd Sakr |
| 2020 | APSEC | Federated Learning Systems: Architecture Alternatives. | Hongyi Zhang, Jan Bosch, Helena Holmstrm Olsson |
| 2020 | ICPR | Cross-layer Information Refining Network for Single Image Super-Resolution. | Hongyi Zhang, Wen Lu, Xiaopeng Sun |
| 2020 | ICTAI | PHC-GAN: Physical Constraint Generative Adversarial Network for Single Image Dehazing. | Gang Long, Wen Lu, Lin Zha, Hongyi Zhang |
| 2019 | CNSM | Efficient Learning on High-dimensional Operational Data. | Forough Shahab Samani, Hongyi Zhang, Rolf Stadler |
| 2019 | ICLR | Fixup Initialization: Residual Learning Without Normalization. | Hongyi Zhang, Yann N. Dauphin, Tengyu Ma |
| 2019 | ITiCSE | Understanding How Work Habits influence Student Performance. | Seth Copen Goldstein, Hongyi Zhang, Majd Sakr, Haokang An, Cameron Dashti |
| 2018 | COLT | An Estimate Sequence for Geodesically Convex Optimization. | Hongyi Zhang, Suvrit Sra |
| 2018 | ICLR | mixup: Beyond Empirical Risk Minimization. | Hongyi Zhang, Moustapha Ciss, Yann N. Dauphin, David Lopez-Paz |
| 2017 | ADMA | From Mutual Friends to Overlapping Community Detection: A Non-negative Matrix Factorization Approach. | Xingyu Niu, Hongyi Zhang, Michael R. Lyu, Irwin King |
| 2017 | COLT | Matrix Completion from $O(n)$ Samples in Linear Time. | David Gamarnik, Quan Li, Hongyi Zhang |
| 2016 | BMVC | Physics 101: Learning Physical Object Properties from Unlabeled Videos. | Jiajun Wu, Joseph J. Lim, Hongyi Zhang, Joshua B. Tenenbaum, William T. Freeman |
| 2016 | COLT | First-order Methods for Geodesically Convex Optimization. | Hongyi Zhang, Suvrit Sra |
| 2016 | IJCAI | Modeling the Homophily Effect between Links and Communities for Overlapping Community Detection. | Hongyi Zhang, Tong Zhao, Irwin King, Michael R. Lyu |
| 2015 | AAAI | Incorporating Implicit Link Preference Into Overlapping Community Detection. | Hongyi Zhang, Irwin King, Michael R. Lyu |
| 2015 | IJCAI | Exploiting k-Degree Locality to Improve Overlapping Community Detection. | Hongyi Zhang, Michael R. Lyu, Irwin King |
| 2013 | ICCV | Understanding High-Level Semantics by Modeling Traffic Patterns. | Hongyi Zhang, Andreas Geiger, Raquel Urtasun |
| 2009 | ICNC | Extended Kernel Self-Organizing Map Clustering Algorithm. | Ning Chen, Hongyi Zhang |
| 2006 | ISNN | Blind Source Separation with Pattern Expression NMF. | Junying Zhang, Hongyi Zhang, Le Wei, Yue Joseph Wang |
| 2004 | GLOBECOM | Global stability of utility-based congestion control with delays. | Hongyi Zhang, Oliver W. W. Yang |
| 2003 | GLOBECOM | Rate control over RED with data loss and varying delays. | Hongyi Zhang, Jun Cong, Oliver W. W. Yang |
| 1997 | INFOCOM | Design of Robust Congestion Controllers for ATM Networks. | Hongyi Zhang, Oliver W. W. Yang, Hussein T. Mouftah |