| 2026 | AAAI | MoCast: Learning Turbulent Motions Under Physical Guidance for Precipitation Nowcasting. | Binqing Wu, Weiqi Chen, Shiyu Liu, Zongjiang Shang, Haiou Wang, Liang Sun, Ling Chen |
| 2026 | AAAI | AirDDE: Multifactor Neural Delay Differential Equations for Air Quality Forecasting. | Binqing Wu, Zongjiang Shang, Shiyu Liu, Jianlong Huang, Jiahui Xu, Ling Chen |
| 2026 | ACL | Modeling and Solving Stable Matching under Probabilistic Preferences with Large Language Models. | Yuqi Kong, Shiyu Liu, Jiaxu Li, Hongtao Liu, Qi Qi, Weiran Shen |
| 2026 | ACL | BAPO: Boundary-Aware Policy Optimization for Reliable Agentic Search. | Shiyu Liu, Yongjing Yin, Jianhao Yan, Yunbo Tang, Qinggang Zhang, Bei Li, Xin Chen, Jingang Wang, Xunliang Cai, Jinsong Su |
| 2026 | IWQoS | CF-BAD: Coarse-to-Fine Granularity BGP Anomaly Detection for Prefix Hijacking. | Zheng Wu, Shiyu Liu, Jiong Jin, Fu Xiao, Gaogang Xie |
| 2025 | AAAI | Efficient Deformable Convolutional Prompt for Continual Test-Time Adaptation in Medical Image Segmentation. | Shiyu Liu, Daoqiang Zhang, Xiaoke Hao |
| 2025 | ACL | CENTAUR: Bridging the Impossible Trinity of Privacy, Efficiency, and Performance in Privacy-Preserving Transformer Inference. | Jinglong Luo, Guanzhong Chen, Yehong Zhang, Shiyu Liu, Hui Wang, Yue Yu, Xun Zhou, Yuan Qi, Zenglin Xu |
| 2025 | AISTATS | On the Power of Adaptive Weighted Aggregation in Heterogeneous Federated Learning and Beyond. | Dun Zeng, Zenglin Xu, Shiyu Liu, Yu Pan, Qifan Wang, Xiaoying Tang |
| 2024 | ACL | Efficient k-Nearest-Neighbor Machine Translation with Dynamic Retrieval. | Yan Gao, Zhiwei Cao, Zhongjian Miao, Baosong Yang, Shiyu Liu, Min Zhang, Jinsong Su |
| 2024 | EMNLP | A Learning Rate Path Switching Training Paradigm for Version Updates of Large Language Models. | Zhihao Wang, Shiyu Liu, Jianheng Huang, Wang Zheng, Yixuan Liao, Xiaoxin Chen, Junfeng Yao, Jinsong Su |
| 2024 | EMNLP | Multi-Level Cross-Modal Alignment for Speech Relation Extraction. | Liang Zhang, Zhen Yang, Biao Fu, Ziyao Lu, Liangying Shao, Shiyu Liu, Fandong Meng, Jie Zhou, Xiaoli Wang, Jinsong Su |
| 2024 | IJCAI | Meta-Learning via PAC-Bayesian with Data-Dependent Prior: Generalization Bounds from Local Entropy. | Shiyu Liu, Wei Shi, Zenglin Xu, Shaogao Lv, Yehong Zhang, Hui Wang |
| 2024 | MICCAI | Controllable Counterfactual Generation for Interpretable Medical Image Classification. | Shiyu Liu, Fan Wang, Zehua Ren, Chunfeng Lian, Jianhua Ma |
| 2024 | QRS | Research of Military Cyber Operation Forensic and Analysis in Russia-Ukraine Conflict. | Shiyu Liu, Dongfang Li, Guang Yang, Mingyue Su, Wei Shen |
| 2024 | WACV | VCISR: Blind Single Image Super-Resolution with Video Compression Synthetic Data. | Boyang Wang, Bowen Liu, Shiyu Liu, Fengyu Yang |
| 2023 | CVPR | MMVC: Learned Multi-Mode Video Compression with Block-based Prediction Mode Selection and Density-Adaptive Entropy Coding. | Bowen Liu, Yu Chen, Rakesh Chowdary Machineni, Shiyu Liu, Hun-Seok Kim |
| 2023 | ICIP | Point Cloud Upsampling with Dynamic Graph Scattering Transform. | Shiyu Liu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2023 | ICONIP | Quantized SGD in Federated Learning: Communication, Optimization and Generalization. | Shiyu Liu, Linsen Wei, Shaogao Lv, Zenglin Xu |
| 2023 | IJCAI | Stability and Generalization of lp-Regularized Stochastic Learning for GCN. | Shiyu Liu, Linsen Wei, Shaogao Lv, Ming Li |
| 2022 | IJCNN | Mix-up Consistent Cross Representations for Data-Efficient Reinforcement Learning. | Shiyu Liu, Guitao Cao, Yong Liu, Yan Li, Chunwei Wu, Xidong Xi |
| 2021 | CVPR | Deep Learning in Latent Space for Video Prediction and Compression. | Bowen Liu, Yu Chen, Shiyu Liu, Hun-Seok Kim |
| 2021 | IROS | Decentralized Control and Teleoperation of a Multi-UAV Parallel Robot Based on Intrinsic Measurements. | Shiyu Liu, Julian Erskine, Abdelhamid Chriette, Isabelle Fantoni |
| 2021 | NSDI | Breaking the Transience-Equilibrium Nexus: A New Approach to Datacenter Packet Transport. | Shiyu Liu, Ahmad Ghalayini, Mohammad Alizadeh, Balaji Prabhakar, Mendel Rosenblum, Anirudh Sivaraman |
| 2021 | QRS | (Semi) automatic Assertion Generation from Controlled Chinese Natural Language: A Practice in Aerospace Industry. | Shiyu Liu, Dongfang Li, Yasha Chen, Guang Yang |
| 2021 | QRS | Application Research of Formal Verification in Aerospace FPGA. | Shiyu Liu, Dongfang Li, Wei Shen, Zhihao Wang, Guang Yang, Xiaojing Song |
| 2020 | ISIT | Exploring Unique Relevance for Mutual Information based Feature Selection. | Shiyu Liu, Mehul Motani |
| 2020 | VTC | Deep Learning Based Channel Estimation for Intelligent Reflecting Surface Aided MISO-OFDM Systems. | Shiyu Liu, Ming Lei, Min-Jian Zhao |
| 2019 | NSDI | SIMON: A Simple and Scalable Method for Sensing, Inference and Measurement in Data Center Networks. | Yilong Geng, Shiyu Liu, Zi Yin, Ashish Naik, Balaji Prabhakar, Mendel Rosenblum, Amin Vahdat |
| 2018 | IPCCC | Binoclt: A New Binomial Classification Scheme for Long-Text Mining in Online Social Network. | Quanquan Chu, Shiyu Liu, Xiaofeng Gao, Fan Wu, Guihai Chen, Qianni Deng |
| 2018 | NSDI | Exploiting a Natural Network Effect for Scalable, Fine-grained Clock Synchronization. | Yilong Geng, Shiyu Liu, Zi Yin, Ashish Naik, Balaji Prabhakar, Mendel Rosenblum, Amin Vahdat |
| 2018 | PRICAI | ParallelNet: A Depth-Guided Parallel Convolutional Network for Scene Segmentation. | Shiyu Liu, Haofeng Zhang |