| 2026 | HCI | Identifying Typical Car-Following Scenarios in China for Automated Driving: Findings from a Qualitative Study. | Siyuan Zhou, Lingyun Sun, Junshen Chen, Hongxia Ren, Zheng Zhang, Shuyao Zhao, Shihong Xu, Xuefeng Sun, Li Tang, Zaiqi Yao, Xu Sun |
| 2025 | CVPR | FreeGave: 3D Physics Learning from Dynamic Videos by Gaussian Velocity. | Jinxi Li, Ziyang Song, Siyuan Zhou, Bo Yang |
| 2025 | ICCCN | Round Sketch: A Generic and Efficient Network Measurement Framework over Sliding Window. | Peng Zhao, Hua Wu, Deyu Zhao, Siyuan Zhou, XianLong Dai, Yuyu Zhao, Guang Cheng |
| 2025 | ICCV | RayletDF: Raylet Distance Fields for Generalizable 3D Surface Reconstruction from Point Clouds or Gaussians. | Shenxing Wei, Jinxi Li, Yafei Yang, Siyuan Zhou, Bo Yang |
| 2025 | ICCV | Learning 4D Embodied World Models. | Haoyu Zhen, Qiao Sun, Hongxin Zhang, Junyan Li, Siyuan Zhou, Yilun Du, Chuang Gan |
| 2025 | ICIP | Learning Geometry-Aware Representation for Gaze Estimation. | Siyuan Zhou, Qida Tan, Wenchao Du, Hu Chen, Hongyu Yang |
| 2025 | ICML | AdaWorld: Learning Adaptable World Models with Latent Actions. | Shenyuan Gao, Siyuan Zhou, Yilun Du, Jun Zhang, Chuang Gan |
| 2025 | IWQoS | Flowaccel: A Line-Rate Intelligent Traffic Analysis Framework in FPGA-Based Smartnics. | Yadong Tang, Guang Cheng, Yuyu Zhao, Siyuan Zhou, Deyu Zhao, Wei Zhang |
| 2025 | QRS | AISum4DCR: A Multi-Topic Dialog Summarization Approach for Developer Chat Rooms Integrating AI Chain and Prompt Engineering. | Ye Wang, Chaoqun Dai, Siyuan Zhou, Qiao Huang, Lingfeng Bao |
| 2025 | RE | ConSum4DCR: A Q&A Knowledge Extraction Method for Developer Chatroom Environments. | Yankun Jin, Ye Wang, Qiao Huang, Lingfeng Bao, Siyuan Zhou, Bo Jiang |
| 2025 | VTC | State-Aware Age of Information: Evaluating Content-Relevant Freshness in Wireless Systems. | Dazhi Wang, Siyuan Zhou |
| 2025 | SENSYS | Demo Abstract: Edge-Cloud Switched Image Segmentation for Autonomous Vehicles. | Siyuan Zhou, Duc Van Le, Rui Tan |
| 2025 | RTCSA | Low-Carbon Autonomous Driving Computing via Adaptive Solar Batteries. | Siyuan Zhou, Zimo Ma, Rui Tan |
| 2024 | GLOBECOM | Information Freshness in Coordinate Decision-Making Communication Systems. | Siyuan Zhou, Ziqing Wang, Yunquan Dong, Bin Tang, Guoping Tan |
| 2024 | HPCC | Provably Efficient Online Batch Scheduling for Deep Learning Inference. | Bin Tang, Yulu Xie, Shi Chen, Siyuan Zhou, Baoliu Ye |
| 2024 | ICML | RoboDreamer: Learning Compositional World Models for Robot Imagination. | Siyuan Zhou, Yilun Du, Jiaben Chen, Yandong Li, Dit-Yan Yeung, Chuang Gan |
| 2024 | SECON | ECSeg: Edge-Cloud Switched Image Segmentation for Autonomous Vehicles. | Siyuan Zhou, Duc Van Le, Rui Tan |
| 2023 | AAAI | Video Object of Interest Segmentation. | Siyuan Zhou, Chunru Zhan, Biao Wang, Tiezheng Ge, Yuning Jiang, Li Niu |
| 2023 | GLOBECOM | Information Freshness of V2V Communication in Large-Scale Platooning System. | Siyuan Zhou, Shiwei Li, Guoping Tan |
| 2023 | ICANN | Visual-Haptic-Kinesthetic Object Recognition with Multimodal Transformer. | Xinyuan Zhou, Shiyong Lan, Wenwu Wang, Xinyang Li, Siyuan Zhou, Hongyu Yang |
| 2022 | BMVC | Weak-shot Semantic Segmentation by Transferring Semantic Affinity and Boundary. | Siyuan Zhou, Li Niu, Jianlou Si, Chen Qian, Liqing Zhang |
| 2022 | CHI | Understanding and Modeling Viewers' First Impressions with Images in Online Medical Crowdfunding Campaigns. | Qingyu Guo, Siyuan Zhou, Yifeng Wu, Zhenhui Peng, Xiaojuan Ma |
| 2022 | CVPR | Finding Fallen Objects Via Asynchronous Audio-Visual Integration. | Chuang Gan, Yi Gu, Siyuan Zhou, Jeremy Schwartz, Seth Alter, James Traer, Dan Gutfreund, Joshua B. Tenenbaum, Josh H. McDermott, Antonio Torralba |
| 2022 | ECCV | Learning Object Placement via Dual-Path Graph Completion. | Siyuan Zhou, Liu Liu, Li Niu, Liqing Zhang |
| 2022 | HCI | Investigate the In-Vehicle Healthcare System Design Opportunities: Findings from a Co-design Study. | Jiming Bai, Yaorun Zhang, Xu Sun, Siyuan Zhou, Ruiheng Lan, Xiaowu Jiang |
| 2022 | HCI | Emotional Design for In-Vehicle Infotainment Systems: An Exploratory Co-design Study. | Siyuan Zhou, Ruiheng Lan, Xu Sun, Jiming Bai, Yaorun Zhang, Xiaowu Jiang |
| 2022 | ICRA | The ThreeDWorld Transport Challenge: A Visually Guided Task-and-Motion Planning Benchmark Towards Physically Realistic Embodied AI. | Chuang Gan, Siyuan Zhou, Jeremy Schwartz, Seth Alter, Abhishek Bhandwaldar, Dan Gutfreund, Daniel L. K. Yamins, James J. DiCarlo, Josh H. McDermott, Antonio Torralba, Joshua B. Tenenbaum |
| 2021 | HPCC | A Spatiotemporal Analysis of Age of Information at V2X-enabled Intersection. | Yaying Wang, Guoping Tan, Siyuan Zhou, Dengsong Yang, Baili Ni |
| 2021 | HPCC | On Performance of Cooperative V2X Communication with Vehicular Platoon Systems. | Siyuan Zhou, Qianqian Wu, Guoping Tan, Dengsong Yang, Baili Ni |
| 2021 | ICLR | PlasticineLab: A Soft-Body Manipulation Benchmark with Differentiable Physics. | Zhiao Huang, Yuanming Hu, Tao Du, Siyuan Zhou, Hao Su, Joshua B. Tenenbaum, Chuang Gan |
| 2021 | ICLR | Learning Task Decomposition with Ordered Memory Policy Network. | Yuchen Lu, Yikang Shen, Siyuan Zhou, Aaron C. Courville, Joshua B. Tenenbaum, Chuang Gan |
| 2021 | NSDI | Fault-Tolerant Replication with Pull-Based Consensus in MongoDB. | Siyuan Zhou, Shuai Mu |
| 2021 | OPODIS | Design and Analysis of a Logless Dynamic Reconfiguration Protocol. | William Schultz, Siyuan Zhou, Ian Dardik, Stavros Tripakis |
| 2021 | SECON | Improving Quality Control with Industrial AIoT at HP Factories: Experiences and Learned Lessons. | Joy Qiping Yang, Siyuan Zhou, Duc Van Le, Daren Ho, Rui Tan |
| 2021 | SECON | EFCam: Configuration-Adaptive Fog-Assisted Wireless Cameras with Reinforcement Learning. | Siyuan Zhou, Duc Van Le, Joy Qiping Yang, Rui Tan, Daren Ho |
| 2020 | HCI | The Use of Augmented Reality for Solving Arithmetic Problems for Preschool Children. | Siyuan Zhou, Xu Sun, Zhiyu Shi, Yanyi Lu |
| 2020 | INFOCOM | Resource Allocation in MEC-enabled Vehicular Networks: A Deep Reinforcement Learning Approach. | Guoping Tan, Huipeng Zhang, Siyuan Zhou |
| 2019 | CVPR | Transferable Interactiveness Knowledge for Human-Object Interaction Detection. | Yong-Lu Li, Siyuan Zhou, Xijie Huang, Liang Xu, Ze Ma, Haoshu Fang, Yanfeng Wang, Cewu Lu |
| 2019 | GLOBECOM | Deployment Optimization Based on Hybrid Intelligent Algorithms for UAV Communications. | Xujie Li, Lingjie Zhou, Siyuan Zhou, Yanli Xu |
| 2017 | SDM | From Theory to Practice: Efficient Active Cost-sensitive Classification with Expected Error Reduction. | Yexun Zhang, Yanfeng Wang, Wenbin Cai, Siyuan Zhou, Ya Zhang |
| 2014 | MASCOTS | Real-Time Scheduling for Content Broadcasting in LTE. | Francesco Malandrino, Claudio Casetti, Carla Fabiana Chiasserini, Siyuan Zhou |
| 2013 | ISIT | Output statistics of MIMO channels with general input distribution. | Giuseppa Alfano, Carla Fabiana Chiasserini, Alessandro Nordio, Siyuan Zhou |
| 2013 | SOSP | Transaction chains: achieving serializability with low latency in geo-distributed storage systems. | Yang Zhang, Russell Power, Siyuan Zhou, Yair Sovran, Marcos K. Aguilera, Jinyang Li |