| 2026 | CHI | Shaping What Is Remembered: Initial Study on Object Saliency and Selective Memory Recall Trade-Offs in VR. | Siyuan Zhang, Yun Suen Pai |
| 2026 | KSEM | BRFANet: A Boundary-Refined Attention Network for Breast Ultrasound Segmentation. | Bowen Xiong, Chen Wang, Siyuan Zhang, Huawen Liu |
| 2026 | SIGGRAPH | Successive Height Preintegration for a Height-Interdependent Path Formulation of Multiple Bounces in Smith Microfacet BRDFs. | Siyuan Zhang, Takuya Funatomi, Yuki Fujimura, Yasuhiro Mukaigawa, Hiroyuki Kubo |
| 2025 | AAAI | Parametric ρ-Norm Scaling Calibration. | Siyuan Zhang, Linbo Xie |
| 2025 | EMNLP | Exploring the Generalizability of Factual Hallucination Mitigation via Enhancing Precise Knowledge Utilization. | Siyuan Zhang, Yichi Zhang, Yinpeng Dong, Hang Su |
| 2025 | HiPC | Performance Characterization of Data Transfer and Allocation Strategies on AMD MI300A APUs: Early Experiences. | Goutham Kalikrishna Reddy Kuncham, Siyuan Zhang, Bharath Ramesh, Kaushik Kandadi Suresh, Dhabaleswar K. Panda |
| 2025 | ICDE | Hybrid DRAM-NVM R-Trees with Consistency Guarantee. | Kaiqi Zhang, Chengyou Shen, Siyuan Zhang, Shengfei Shi, Hong Gao, Yaofeng Tu, Jianzhong Li |
| 2025 | ICML | OV-MER: Towards Open-Vocabulary Multimodal Emotion Recognition. | Zheng Lian, Haiyang Sun, Licai Sun, Haoyu Chen, Lan Chen, Hao Gu, Zhuofan Wen, Shun Chen, Siyuan Zhang, Hailiang Yao, Bin Liu, Rui Liu, Shan Liang, Ya Li, Jiangyan Yi, Jianhua Tao |
| 2025 | ICML | STAIR: Improving Safety Alignment with Introspective Reasoning. | Yichi Zhang, Siyuan Zhang, Yao Huang, Zeyu Xia, Zhengwei Fang, Xiao Yang, Ranjie Duan, Dong Yan, Yinpeng Dong, Jun Zhu |
| 2025 | IJCAI | Training-free Fourier Phase Diffusion for Style Transfer. | Siyuan Zhang, Wei Ma, Libin Liu, Zheng Li, Hongbin Zha |
| 2025 | SC | MPI Communication Performance on AMD MI300A: Microbenchmarks and Applications. | Goutham Kalikrishna Reddy Kuncham, Siyuan Zhang, Shoaib Mohammad, Chen-Chun Chen, Dhabaleswar K. Panda |
| 2024 | CVPR | Exploring the Transferability of Visual Prompting for Multimodal Large Language Models. | Yichi Zhang, Yinpeng Dong, Siyuan Zhang, Tianzan Min, Hang Su, Jun Zhu |
| 2024 | SIGMOD | GraphScope Flex: LEGO-like Graph Computing Stack. | Tao He, Shuxian Hu, Longbin Lai, Dongze Li, Neng Li, Xue Li, Lexiao Liu, Xiaojian Luo, Bingqing Lyu, Ke Meng, Sijie Shen, Li Su, Lei Wang, Jingbo Xu, Wenyuan Yu, Weibin Zeng, Lei Zhang, Siyuan Zhang, Jingren Zhou, Xiaoli Zhou, Diwen Zhu |
| 2023 | COCOA | A Novel Approximation Algorithm for Max-Covering Circle Problem. | Kaiqi Zhang, Siyuan Zhang, Jirun Gao, Hongzhi Wang, Hong Gao, Jianzhong Li |
| 2023 | KSEM | Reinforcement Learning-Based Recommendation with User Reviews on Knowledge Graphs. | Siyuan Zhang, Yuanxin Ouyang, Zhuang Liu, Weijie He, Wenge Rong, Zhang Xiong |
| 2023 | SIGIR | GammaGL: A Multi-Backend Library for Graph Neural Networks. | Yaoqi Liu, Cheng Yang, Tianyu Zhao, Hui Han, Siyuan Zhang, Jing Wu, Guangyu Zhou, Hai Huang, Hui Wang, Chuan Shi |
| 2022 | UIC | Reinforcement Learning-Based Explainable Recommendation over Knowledge Graphs with Negative Sampling. | Siyuan Zhang, Yuanxin Ouyang, Zhuang Liu, Wenge Rong, Zhang Xiong |
| 2021 | IJCNN | Integrated Optimization Method of Hidden Parameters in Incremental Extreme Learning Machine. | Siyuan Zhang, Linbo Xie |
| 2021 | Interspeech | Microphone Array Generalization for Multichannel Narrowband Deep Speech Enhancement. | Siyuan Zhang, Xiaofei Li |
| 2021 | IROS | QoE-driven Delay-adaptive Control Scheme Switching for Time-delayed Bilateral Teleoperation with Haptic Data Reduction. | Xiao Xu, Siyuan Zhang, Qian Liu, Eckehard G. Steinbach |
| 2021 | IGARSS | Target-Oriented SAR Formation via Sparse Dictionary Learning. | Min Li, Siyuan Zhang, Zhongyu Li, Junjie Wu, Jianyu Yang |
| 2021 | SETTA | Predicting and Monitoring Bug-Proneness at the Feature Level. | Shaozhi Wei, Ran Mo, Pu Xiong, Siyuan Zhang, Yang Zhao, Zengyang Li |
| 2020 | CBMS | A Coarse-to-Fine Data Generation Method for 2D and 3D Cell Nucleus Segmentation. | Zhuo Zhao, Hongxiao Wang, Yizhe Zhang, Hao Zheng, Siyuan Zhang, Danny Ziyi Chen |
| 2019 | CVPR | A Poisson-Gaussian Denoising Dataset With Real Fluorescence Microscopy Images. | Yide Zhang, Yinhao Zhu, Evan L. Nichols, Qingfei Wang, Siyuan Zhang, Cody J. Smith, Scott S. Howard |
| 2018 | DASFAA | Exploiting Context Graph Attention for POI Recommendation in Location-Based Social Networks. | Siyuan Zhang, Hong Cheng |
| 2018 | DASFAA | Exploiting Ranking Consistency Principle in Representation Learning for Location Promotion. | Siyuan Zhang, Yu Rong, Yu Zheng, Hong Cheng, Junzhou Huang |
| 2018 | MICCAI | Deep Learning Based Instance Segmentation in 3D Biomedical Images Using Weak Annotation. | Zhuo Zhao, Lin Yang, Hao Zheng, Ian H. Guldner, Siyuan Zhang, Danny Z. Chen |
| 2017 | MICCAI | Suggestive Annotation: A Deep Active Learning Framework for Biomedical Image Segmentation. | Lin Yang, Yizhe Zhang, Jianxu Chen, Siyuan Zhang, Danny Z. Chen |
| 2016 | CIKM | Understanding Sparse Topical Structure of Short Text via Stochastic Variational-Gibbs Inference. | Tianyi Lin, Siyuan Zhang, Hong Cheng |
| 2016 | MICCAI | 3D Segmentation of Glial Cells Using Fully Convolutional Networks and k-Terminal Cut. | Lin Yang, Yizhe Zhang, Ian H. Guldner, Siyuan Zhang, Danny Z. Chen |
| 2015 | MICCAI | Fast Background Removal in 3D Fluorescence Microscopy Images Using One-Class Learning. | Lin Yang, Yizhe Zhang, Ian H. Guldner, Siyuan Zhang, Danny Z. Chen |
| 2010 | ACIVS | A Caustic Approach of Panoramic Image Analysis. | Siyuan Zhang, Emmanuel Zenou |