| 2026 | WWW | Generalist Model for Structured Data: Foundations, Frontiers and Applications. | Peng Cui, Xingxuan Zhang, Han-Jia Ye, Jintai Chen, Shuyang Li |
| 2025 | FCCM | TrackGNN: A Highly Parallelized and Self-Adaptive GNN Accelerator for Track Reconstruction on FPGAs. | Shuyang Li, Hanqing Zhang, Ruiqi Chen, Bruno da Silva, Giorgian Borca-Tasciuc, Dantong Yu, Cong Hao |
| 2025 | NPC | Open Services Availability First-Based Routing and Scheduling Optimization for Wide-Area Deterministic Networks. | Shengnan Cao, Qiang Wu, Ran Wang, Shuyang Li |
| 2025 | WCNC | Efficient Packet Routing in Ultra-Dense LEO Satellite Networks via Cooperative-MARL with Queuing Theory Model. | Shuyang Li, Qiang Wu, Ran Wang |
| 2024 | ADMA | ResGAT: Embedding Adjacent Connectivity of Brain Regions from fMRI for Accurate Parkinson's Disease Recognition. | Shuyang Li, Yu Yang, Yichen Lv, Jiangnan Xia, Xin Wang |
| 2024 | ASPDAC | PipeFuser: Building Flexible Pipeline Architecture for DNN Accelerators via Layer Fusion. | Xilang Zhou, Shuyang Li, Haodong Lu, Kun Wang |
| 2024 | COLING | EpiGEN: An Efficient Multi-Api Code GENeration Framework under Enterprise Scenario. | Sijie Li, Sha Li, Hao Zhang, Shuyang Li, Kai Chen, Jianyong Yuan, Yi Cao, Lvqing Yang |
| 2024 | ISCAS | DNNMapper: An Elastic Framework for Mapping DNNs to Multi-die FPGAs. | Shuyang Li, Xilang Zhou, Haodong Lu, Kun Wang |
| 2024 | NAACL | SumCSE: Summary as a transformation for Contrastive Learning. | Raghuveer Thirukovalluru, Xiaolan Wang, Jun Chen, Shuyang Li, Jie Lei, Rong Jin, Bhuwan Dhingra |
| 2024 | WCNC | Exploring Time Series Variability: A Training-Efficient Mobile Traffic Predictor. | Shuyang Li, Enrico Magli, Gianluca Francini |
| 2023 | EACL | Assistive Recipe Editing through Critiquing. | Diego Antognini, Shuyang Li, Boi Faltings, Julian J. McAuley |
| 2023 | VTC | TDANet: An Efficient Solution For Short-Term Mobile Traffic Forecasting. | Shuyang Li, Enrico Magli, Gianluca Francini |
| 2022 | EMNLP | SHARE: a System for Hierarchical Assistive Recipe Editing. | Shuyang Li, Yufei Li, Jianmo Ni, Julian J. McAuley |
| 2022 | NAACL | Instilling Type Knowledge in Language Models via Multi-Task QA. | Shuyang Li, Mukund Sridhar, Chandana Satya Prakash, Jin Cao, Wael Hamza, Julian J. McAuley |
| 2022 | RecSys | Self-Supervised Bot Play for Transcript-Free Conversational Recommendation with Rationales. | Shuyang Li, Bodhisattwa Prasad Majumder, Julian J. McAuley |
| 2021 | EACL | Zero-shot Generalization in Dialog State Tracking through Generative Question Answering. | Shuyang Li, Jin Cao, Mukund Sridhar, Henghui Zhu, Shang-Wen Li, Wael Hamza, Julian J. McAuley |
| 2021 | ICORES | Decision Support for Bundle Shipment Choices: Orthogonal Two-dimensional Bin Packing with Practical Constraints. | Yizi Zhou, Jiyin Liu, Rupal Mandania, Shuyang Li, Kai Chen, Rongjun Xu |
| 2020 | EMNLP | Interview: Large-scale Modeling of Media Dialog with Discourse Patterns and Knowledge Grounding. | Bodhisattwa Prasad Majumder, Shuyang Li, Jianmo Ni, Julian J. McAuley |
| 2020 | HCI | Driving Innovation with the Application of Industrial AI in the R&D Domain. | Fei Xing, Guochao Alex Peng, Bingqian Zhang, Simin Zuo, Jiangfeng Tang, Shuyang Li |
| 2020 | Interspeech | Speech Recognition and Multi-Speaker Diarization of Long Conversations. | Huanru Henry Mao, Shuyang Li, Julian J. McAuley, Garrison W. Cottrell |
| 2019 | EMNLP | Generating Personalized Recipes from Historical User Preferences. | Bodhisattwa Prasad Majumder, Shuyang Li, Jianmo Ni, Julian J. McAuley |
| 2019 | HCI | Managing Changes Initiated by Industrial Big Data Technologies: A Technochange Management Model. | Fei Xing, Guochao Peng, Tian Liang, Simin Zuo, Shuyang Li |
| 2019 | IM | Collaborative Sleep Mechanism between Cross-domain Nodes in FiWi network based on load balancing and QoS awareness. | Xujing Peng, Siya Xu, Shaoyong Guo, Xuesong Qiu, Shuyang Li, Botao Yu |
| 2016 | ICIP | 3D head pose estimation with convolutional neural network trained on synthetic images. | Xiabing Liu, Wei Liang, Yumeng Wang, Shuyang Li, Mingtao Pei |
| 2012 | ISCAS | Low power digital signal processing scheme via stochastic logic protection. | Jienan Chen, Jianhao Hu, Shuyang Li |
| 2012 | WCNC | High throughput and hardware efficient FFT architecture for LTE application. | Jienan Chen, Jianhao Hu, Shuyang Li |