| 2026 | AAAI | Piercing the Fog: Disentangling Key Features for Vision Models in Multi-Degradation Scenarios. | Siyu Chen, Shiqiang Ma, Fei Guo |
| 2026 | AAAI | ICM-Fusion: In-Context Meta-Optimized LoRA Fusion for Multi-Task Adaptation. | Yihua Shao, Xiaofeng Lin, Xinwei Long, Siyu Chen, Minxi Yan, Yang Liu, Ziyang Yan, Ao Ma, Hao Tang, Jingcai Guo |
| 2026 | AAAI | TR-DQ: Time-Rotation Diffusion Quantization. | Yihua Shao, Deyang Lin, Minxi Yan, Siyu Chen, Fanhu Zeng, Minwen Liao, Ao Ma, Ziyang Yan, Haozhe Wang, Yan Wang, Zhi Chen, Xiaofeng Cao, Haotong Qin, Hao Tang, Jingcai Guo |
| 2026 | AAAI | SGS-3D: High-Fidelity 3D Instance Segmentation via Reliable Semantic Mask Splitting and Growing. | Chaolei Wang, Yang Luo, Jing Du, Siyu Chen, Yiping Chen, Ting Han |
| 2026 | ACL | Towards Trustworthy Smart Contract Synthesis: A Multi-Agent Framework with Lean-Based Verification. | Bowei Zhang, Hanbing Liu, Qixin Tian, Siyu Chen, Ziyuan Wang, Qi Qi |
| 2026 | KSEM | Bridging the Gap: More Powerful Residual Fusion for Deep BNNs. | Chengshuo Bai, Shuai Wang, Hao Sheng, Da Yang, Yi Luo, Hailong Zhao, Siyu Chen, Guanqun Su |
| 2026 | WACV | LiDAR-DHMT: LiDAR-Adaptive Dual Hierarchical Mask Transformer for Robust Freespace Detection and Semantic Segmentation. | Siyu Chen, Ting Han, Changshe Zhang, Xin Luo, Huan Chen, Meiliu Wu, Guorong Cai, Jinhe Su |
| 2026 | WACV | 3DSceneEditor: Controllable 3D Scene Editing with Gaussian Splatting. | Ziyang Yan, Yihua Shao, Minwen Liao, Siyu Chen, Nan Wang, Muyuan Lin, Jenq-Neng Hwang, Hao Zhao, Fabio Remondino, Lei Li |
| 2026 | SIGCOMM | Open the Floodgates in a Digital Twin: Experiences of Building Spillway for 100M+-User Signaling Storms in Cellular Core Network. | Hongtao Xie, Jianmin Liu, Ce Yang, Yu He, Li Chen, Dan Li, Mineng Fu, Xi Chen, Siyu Chen |
| 2025 | ACL | WavRAG: Audio-Integrated Retrieval Augmented Generation for Spoken Dialogue Models. | Yifu Chen, Shengpeng Ji, Haoxiao Wang, Ziqing Wang, Siyu Chen, Jinzheng He, Jin Xu, Zhou Zhao |
| 2025 | CogSci | Short Intervention during Sustained Attention Tasks Preserve Performance Without Reducing Mind-Wandering. | Siyu Chen, Andrea Stocco, Brianna L. Yamasaki |
| 2025 | CoopIS | Ontology-Guided Chain-of-Thought Reasoning for Knowledge Graph Construction with Large Language Model. | Gang Xiao, Wenhui Li, Jiawei Lu, Siyu Chen |
| 2025 | CVPR | MambaIC: State Space Models for High-Performance Learned Image Compression. | Fanhu Zeng, Hao Tang, Yihua Shao, Siyu Chen, Ling Shao, Yan Wang |
| 2025 | DASFAA | Unlocking Multimodal Potential for Few-Shot Semantic Segmentation with Vision-Enriched Text. | Siyu Chen, Jiaxiang Fang, Shiqiang Ma, Fei Guo |
| 2025 | GECCO | A Large Language Model-assisted Evolutionary Algorithm for Expensive Constrained Multi-objective Optimization. | Siyu Chen, Haoran Tang, Jinyuan Zhang, Ke Tang |
| 2025 | ICASSP | Pushing Wi-Fi Towards Fine-Grained Sensing Via Spectrogram Enhancement. | Hongbo Jiang, Yiwei Chen, Jingyang Hu, Siyu Chen |
| 2025 | ICCV | Stronger, Steadier & Superior: Geometric Consistency in Depth VFM Forges Domain Generalized Semantic Segmentation. | Siyu Chen, Ting Han, Changshe Zhang, Xin Luo, Meiliu Wu, Guorong Cai, Jinhe Su |
| 2025 | ICLR | Can Neural Networks Achieve Optimal Computational-statistical Tradeoff? An Analysis on Single-Index Model. | Siyu Chen, Beining Wu, Miao Lu, Zhuoran Yang, Tianhao Wang |
| 2025 | ICML | In-Context Linear Regression Demystified: Training Dynamics and Mechanistic Interpretability of Multi-Head Softmax Attention. | Jianliang He, Xintian Pan, Siyu Chen, Zhuoran Yang |
| 2025 | ICPADS | Density-Aware Personalized Differential Privacy for Multi-Objective Task Allocation in Mobile Crowdsensing. | Zhichao Fang, Tianjiao Ni, Siyu Chen, Ying Liu, Qingying Yu, Yonglong Luo |
| 2025 | IJCAI | In-Context Meta LoRA Generation. | Yihua Shao, Minxi Yan, Yang Liu, Siyu Chen, Wenjie Chen, Xinwei Long, Ziyang Yan, Lei Li, Chenyu Zhang, Nicu Sebe, Hao Tang, Yan Wang, Hao Zhao, Mengzhu Wang, Jingcai Guo |
| 2025 | IJCAI | Multi-Scale Temporal Neural Network for Stock Trend Prediction Enhanced by Temporal Hyepredge Learning. | Lingyun Song, Haodong Li, Siyu Chen, Xinbiao Gan, Binze Shi, Jie Ma, Yudai Pan, Xiaoqi Wang, Xuequn Shang |
| 2025 | IJCAI | Unlocking Dark Vision Potential for Medical Image Segmentation. | Hongpeng Yang, Xiangyu Hu, Yingxin Chen, Siyu Chen, Srihari Nelakuditi, Yan Tong, Shiqiang Ma, Fei Guo |
| 2025 | INFOCOM | EchoHealth: Non-Contact Rehabilitation Exercises via Active Acoustic Sensing. | Chao Liu, Hao Chen, Jingyang Hu, Qibo Zhang, Siyu Chen, Hongbo Jiang, Penghao Wang |
| 2025 | IROS | Depth Matters: Exploring Deep Interactions of RGB-D for Semantic Segmentation in Traffic Scenes. | Siyu Chen, Ting Han, Changshe Zhang, Weiquan Liu, Jinhe Su, Zongyue Wang, Guorong Cai |
| 2025 | IROS | FGS-SLAM: Fourier-based Gaussian Splatting for Real-time SLAM with Sparse and Dense Map Fusion. | Yansong Xu, Junlin Li, Wei Zhang, Siyu Chen, Shengyong Zhang, Yuquan Leng, Weijia Zhou |
| 2025 | ICRA | Large-Scale UWB Anchor Calibration and One-Shot Localization Using Gaussian Process. | Shenghai Yuan, Boyang Lou, Thien-Minh Nguyen, Pengyu Yin, Muqing Cao, Xinghang Xu, Jianping Li, Jie Xu, Siyu Chen, Lihua Xie |
| 2025 | WSC | Beyond Co-Authorship: Discovering Novel Collaborators with Multilayer Random-Walk-Based Simulation in Academic Networks. | Siyu Chen, Keng Hou Leong, Jiadong Liu, Wei Chen, Wai Kin Chan |
| 2025 | WSC | PENM: A Parametric Evolutionary Network Model for Scholar Collaboration Network Simulation. | Jiadong Liu, Keqin Guan, Siyu Chen, Wei Chen, Wai Kin Chan |
| 2025 | SIGCSE | Bridging Simulation and Hardware: A Holistic Platform for Teaching in Computer Architecture and Operating Systems. | Changzhong Qian, Siyu Chen, Andrew Goodney |
| 2025 | TrustCom | OSSDetector: Towards a More Accurate Approach for C/C++ Third-Party Library Detection. | Xiang Hai, Jia Zeng, Zhiyuan Fu, Siyu Chen, Yansong Shi, Hongyu Sun, Jice Wang, Fannv He, Yuqing Zhang |
| 2024 | COLT | Training Dynamics of Multi-Head Softmax Attention for In-Context Learning: Emergence, Convergence, and Optimality (extended abstract). | Siyu Chen, Heejune Sheen, Tianhao Wang, Zhuoran Yang |
| 2024 | COMPSAC | Assist-Bot: A Voice-Enabled Assistant for Seniors. | Yuhao Chen, Jiahao Cai, Siyu Chen, Farhana H. Zulkernine, Nauman Jaffar, Amina Al-Marzouqi, Nabeel Al-Yateem, Syed Azizur Rahman |
| 2024 | HealthCom | YOLO-based Bee-Hornet Real-Time Notification. | Hung-Yu Chien, Tzu-Wen Hsu, Sze-Huey Lee, Wei-Shan Chen, Siyu Chen, Pei-Jung Tsai |
| 2024 | ICML | From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems. | Jianliang He, Siyu Chen, Fengzhuo Zhang, Zhuoran Yang |
| 2024 | INFOCOM | Silent Thief: Password Eavesdropping Leveraging Wi-Fi Beamforming Feedback from POS Terminal. | Siyu Chen, Hongbo Jiang, Jingyang Hu, Zhu Xiao, Daibo Liu |
| 2024 | ISMAR | Hybrid Tensor-Gaussians Representation with Space-Aware Pruning. | Siyu Chen, Jiahe Ying, Jianwei Zheng |
| 2024 | IWCMC | Resource Allocation in LEO Satellites assisted Terrestrial Network for Latency-Sensitive Task. | Qingtian Wang, Siyu Chen, Jiaying Zong, Beining Feng, Yunfei Shen, Xu Xia |
| 2024 | MOBIHOC | BeamCount: Indoor Crowd Counting Using Wi-Fi Beamforming Feedback Information. | Siyu Chen, Hongbo Jiang, Jie Xiong, Jingyang Hu, Penghao Wang, Chao Liu, Zhu Xiao, Bo Li |
| 2024 | TrustCom | Research on Lifecycle-Driven Government Data Security Model and Data Grouping Technology. | Siyu Chen, Jingfeng Rong, Zhiyuan Fu, Qiuling Yue, Anmin Fu, Xujie Liu, Anshun Zhou, Yuqing Zhang |
| 2023 | CVPR | Image Quality-aware Diagnosis via Meta-knowledge Co-embedding. | Haoxuan Che, Siyu Chen, Hao Chen |
| 2023 | CVPR | PyPose: A Library for Robot Learning with Physics-based Optimization. | Chen Wang, Dasong Gao, Kuan Xu, Junyi Geng, Yaoyu Hu, Yuheng Qiu, Bowen Li, Fan Yang, Brady G. Moon, Abhinav Pandey, Aryan, Jiahe Xu, Tianhao Wu, Haonan He, Daning Huang, Zhongqiang Ren, Shibo Zhao, Taimeng Fu, Pranay Reddy, Xiao Lin, Wenshan Wang, Jingnan Shi, Rajat Talak, Kun Cao, Yi Du, Han Wang, Huai Yu, Shanzhao Wang, Siyu Chen, Ananth Kashyap, Rohan Bandaru, Karthik Dantu, Jiajun Wu, Lihua Xie, Luca Carlone, Marco Hutter, Sebastian A. Scherer |
| 2023 | HCI | Experience Economy and Green Economy Research in China: A 30-Year Bibliometric Analysis. | Bo Yang, Kaiwen Wang, Xiaodan Zhan, Siyu Chen, Zhen Liu |
| 2023 | ICML | Learning to Incentivize Information Acquisition: Proper Scoring Rules Meet Principal-Agent Model. | Siyu Chen, Jibang Wu, Yifan Wu, Zhuoran Yang |
| 2022 | ECCV | X-Learner: Learning Cross Sources and Tasks for Universal Visual Representation. | Yinan He, Gengshi Huang, Siyu Chen, Jianing Teng, Kun Wang, Zhenfei Yin, Lu Sheng, Ziwei Liu, Yu Qiao, Jing Shao |
| 2022 | ICML | Adaptive Model Design for Markov Decision Process. | Siyu Chen, Donglin Yang, Jiayang Li, Senmiao Wang, Zhuoran Yang, Zhaoran Wang |
| 2022 | MICCAI | A Spatiotemporal Model for Precise and Efficient Fully-Automatic 3D Motion Correction in OCT. | Stefan B. Ploner, Siyu Chen, Jungeun Won, Lennart Husvogt, Katharina Breininger, Julia Schottenhamml, James G. Fujimoto, Andreas Maier |
| 2022 | NAACL | DocEE: A Large-Scale and Fine-grained Benchmark for Document-level Event Extraction. | Meihan Tong, Bin Xu, Shuai Wang, Meihuan Han, Yixin Cao, Jiangqi Zhu, Siyu Chen, Lei Hou, Juanzi Li |
| 2021 | CVPR | ForgeryNet: A Versatile Benchmark for Comprehensive Forgery Analysis. | Yinan He, Bei Gan, Siyu Chen, Yichun Zhou, Guojun Yin, Luchuan Song, Lu Sheng, Jing Shao, Ziwei Liu |
| 2021 | CVPR | Actor-Context-Actor Relation Network for Spatio-Temporal Action Localization. | Junting Pan, Siyu Chen, Mike Zheng Shou, Yu Liu, Jing Shao, Hongsheng Li |
| 2021 | GLOBECOM | Dynamic Service Migration with Partially Observable Information in Mobile Edge Computing. | Xiaoqian Li, Yakun Zhou, Yao Sun, Siyu Chen, Jienan Chen, Gang Feng |
| 2021 | Qshine | A Lightweight Authentication Protocol for 5G Cellular Network Connected Drones. | Siyu Chen, Shujie Cui, Joseph K. Liu |
| 2021 | SGAI | AdverseGen: A Practical Tool for Generating Adversarial Examples to Deep Neural Networks Using Black-Box Approaches. | Keyuan Zhang, Kaiyue Wu, Siyu Chen, Yunce Zhao, Xin Yao |
| 2020 | IPCCC | Improved Window Segmentation for Deep Learning Based Inertial Odometry. | Siyu Chen, Yu Zhu, Xiaoguang Niu, Zhiyong Hu |
| 2020 | VR | The other way: immersive VR storytelling through biking. | Shengzhi Wu, Siyu Chen, Mong-Yah Hsieh, Conor Triplett, Calla Carter |
| 2019 | APWEB | A Mobile Phone Data Visualization Tool for People Flow Analysis. | Liangjian Chen, Siyu Chen, Shengnan Guo, Yue Yang, Jianqiu Xu |
| 2019 | GLOBECOM | An Intelligent Task Offloading Algorithm (iTOA) for UAV Network. | Siyu Chen, Qi Wang, Jienan Chen, Tingyong Wu |
| 2019 | HCI | Using CFD Technology to Simulate a Model of Human Thermoregulation in the Stable Temperature Environment. | Sina Dang, Hongjun Xue, Xiaoyan Zhang, Jue Qu, Chengwen Zhong, Siyu Chen |
| 2019 | MDM | Computing and Visualizing the Shortest Path between Moving Objects on Road Networks. | Siyu Chen, Jianqiu Xu, Hengcai Zhang |
| 2018 | AAAI | Predicting Aesthetic Score Distribution Through Cumulative Jensen-Shannon Divergence. | Xin Jin, Le Wu, Xiaodong Li, Siyu Chen, Siwei Peng, Jingying Chi, Shiming Ge, Chenggen Song, Geng Zhao |
| 2018 | ICPR | Visualization of Hyperspectral Images Using Moving Least Squares. | Danping Liao, Siyu Chen, Yuntao Qian |
| 2018 | PRICAI | Spectral Image Visualization Using Generative Adversarial Networks. | Siyu Chen, Danping Liao, Yuntao Qian |
| 2017 | NSS | Defenses Against Wormhole Attacks in Wireless Sensor Networks. | Rui Ma, Siyu Chen, Ke Ma, Changzhen Hu, Xiajing Wang |
| 2015 | UIC | Optimizing NoSQL DB on Flash: A Case Study of RocksDB. | Fei Yang, Kun Dou, Siyu Chen, Mengwei Hou, Jeong-Uk Kang, Sangyeun Cho |
| 2013 | IWCMC | Location prediction for large scale urban vehicular mobility. | Siyu Chen, Yong Li, Wenyu Ren, Depeng Jin, Pan Hui |
| 2013 | WCNC | Potential Predictability of vehicles' visiting duration in different areas for large scale urban environment. | Wenyu Ren, Yong Li, Siyu Chen, Depeng Jin, Li Su |