| 2026 | ACL | Putting Captions to the Test: Evaluating Video Caption Quality through Multiple-Choice Question Answering. | Zizhen Wang, Bo Feng, Zhengfeng Lai, Shiyu Li, Yang Lu, Meng Cao, Ping Huang, Xiaoming Simon Wang |
| 2026 | ACL | Render-of-Thought: Rendering Textual Chain-of-Thought as Images for Visual Latent Reasoning. | Yifan Wang, Shiyu Li, Peiming Li, Xiaochen Yang, Zheng Wei, Yang Tang |
| 2026 | ACL | Web Sitemap Knowledge Can Enhance Autonomous Browsing. | Yuyao Zhang, Hongyu Lu, Jiajie Jin, Hongjin Qian, Shiyu Li, Zhao Yang, Yutao Zhu, Ji-Rong Wen, Zhicheng Dou |
| 2026 | ICDCS | Non-Interactive Distributed Key Management With Pre-Determined Shares. | Yaqing Song, Yuan Zhang, Shiyu Li, Weijia Li, Zeqi Lai, Qiang Tang |
| 2026 | KSEM | A Two-Stage Hybrid Learning Framework for Precision Delivery of Fire-Extinguishing Projectiles in Wildland Fire Suppression. | Wen Zhang, Xuefeng Liu, Shiyu Li |
| 2026 | KSEM | A Proximal Policy Optimization-Based Hyper-Heuristic for Adaptive Resource Allocation in Marine Oil Spill Emergency Response. | Wen Zhang, Xuefeng Liu, Shiyu Li |
| 2025 | AAAI | DigitalLLaVA: Incorporating Digital Cognition Capability for Physical World Comprehension in Multimodal LLMs. | Shiyu Li, Pengxu Wei, Pengchong Qiao, Chang Liu, Jie Chen |
| 2025 | EMNLP | Conan-Embedding-v2: Training an LLM from Scratch for Text Embeddings. | Shiyu Li, Yang Tang, Ruijie Liu, Shi-Zhe Chen, Xi Chen |
| 2025 | HPCA | Prosperity: Accelerating Spiking Neural Networks via Product Sparsity. | Chiyue Wei, Cong Guo, Feng Cheng, Shiyu Li, Hao (Frank) Yang, Hai Helen Li, Yiran Chen |
| 2025 | ICCV | Unified Open-World Segmentation with Multi-Modal Prompts. | Yang Liu, Yufei Yin, Chenchen Jing, Muzhi Zhu, Hao Chen, Yuling Xi, Bo Feng, Hao Wang, Shiyu Li, Chunhua Shen |
| 2025 | ICPADS | Traffic Flow Prediction Based on Graph Federated Learning and Digital Twins. | Bing Li, Shiyu Li, Honghai Wu, Kaikai Deng |
| 2025 | ISCAS | Carrier-Auxiliary IF Feedback Crystal-Less LO Generator and Approximate Low-If Receiver Architecture for Energy-Efficient Radio. | Yuxiao Zhao, Zheng Shen, Zhongyuan Ying, Jing Feng, Taotao Wu, Feng Gao, Shiyu Li, Hao Min |
| 2025 | MICRO | YOUTIAO: Hybrid Multiplexing with Dynamic Qubit Grouping for Low-cost and Scalable Quantum Wiring. | Wuwei Tian, Liqiang Lu, Siwei Tan, Shiyu Li, Hengyi Li, Tianyao Chu, Xuhong Zhang, Mingshuai Chen, Jianwei Yin |
| 2025 | PRICAI | LN_Net: Lightweight Non-interventionist Network for Weakly-Supervised Video Anomaly Detection. | Lei Shu, Tao Zhu, Jinlong Jiang, Qi Yu, Shiyu Li, Yu Peng |
| 2025 | SMC | ProDisc-VAD: An Efficient System for Weakly-Supervised Anomaly Detection in Video Surveillance Applications. | Tao Zhu, Qi Yu, Xinru Dong, Shiyu Li, Yue Liu, Jinlong Jiang, Lei Shu |
| 2025 | TCC | Lower Bounds on Inner-Product Functional Encryption from All-or-Nothing Encryption Primitives. | Jinye He, Shiyu Li, Wei-Kai Lin |
| 2024 | CVPR | CSCO: Connectivity Search of Convolutional Operators. | Tunhou Zhang, Shiyu Li, Hsin-Pai Cheng, Feng Yan, Hai Li, Yiran Chen |
| 2024 | ISCA | NDSEARCH: Accelerating Graph-Traversal-Based Approximate Nearest Neighbor Search through Near Data Processing. | Yitu Wang, Shiyu Li, Qilin Zheng, Linghao Song, Zongwang Li, Andrew Chang, Hai Li, Yiran Chen |
| 2024 | ISCAS | Hybrid Digital/Analog Memristor-based Computing Architecture for Sparse Deep Learning Acceleration. | Qilin Zheng, Shiyu Li, Yitu Wang, Ziru Li, Yiran Chen, Hai (Helen) Li |
| 2024 | ISMAR | Visual Guidance for Assembly Processes. | Julian Kreimeier, Hannah Schieber, Shiyu Li, Alejandro Martin-Gomez, Daniel Roth |
| 2024 | ISMAR | ASDF: Assembly State Detection Utilizing Late Fusion by Integrating 6D Pose Estimation. | Hannah Schieber, Shiyu Li, Niklas Corell, Philipp Beckerle, Julian Kreimeier, Daniel Roth |
| 2024 | VR | GBOT: Graph-Based 3D Object Tracking for Augmented Reality-Assisted Assembly Guidance. | Shiyu Li, Hannah Schieber, Niklas Corell, Bernhard Egger, Julian Kreimeier, Daniel Roth |
| 2023 | ASPDAC | Improving the Robustness and Efficiency of PIM-Based Architecture by SW/HW Co-Design. | Xiaoxuan Yang, Shiyu Li, Qilin Zheng, Yiran Chen |
| 2023 | CVPR | DeSTSeg: Segmentation Guided Denoising Student-Teacher for Anomaly Detection. | Xuan Zhang, Shiyu Li, Xi Li, Ping Huang, Jiulong Shan, Ting Chen |
| 2023 | DAC | Accelerating Sparse Attention with a Reconfigurable Non-volatile Processing-In-Memory Architecture. | Qilin Zheng, Shiyu Li, Yitu Wang, Ziru Li, Yiran Chen, Hai Helen Li |
| 2023 | HPCA | INCA: Input-stationary Dataflow at Outside-the-box Thinking about Deep Learning Accelerators. | Bokyung Kim, Shiyu Li, Hai Li |
| 2023 | ICCAD | PANDA: Architecture-Level Power Evaluation by Unifying Analytical and Machine Learning Solutions. | Qijun Zhang, Shiyu Li, Guanglei Zhou, Jingyu Pan, Chen-Chia Chang, Yiran Chen, Zhiyao Xie |
| 2023 | MICRO | Si-Kintsugi: Towards Recovering Golden-Like Performance of Defective Many-Core Spatial Architectures for AI. | Edward Hanson, Shiyu Li, Guanglei Zhou, Feng Cheng, Yitu Wang, Rohan Bose, Hai Li, Yiran Chen |
| 2023 | PIMRC | Privacy-Driven Fine-Grained Data Trading. | Xinyu He, Yuan Zhang, Shiyu Li, Yaqing Song, Hongwei Li |
| 2022 | ICCAD | DEEP: Developing Extremely Efficient Runtime On-Chip Power Meters. | Zhiyao Xie, Shiyu Li, Mingyuan Ma, Chen-Chia Chang, Jingyu Pan, Yiran Chen, Jiang Hu |
| 2022 | ISCA | Cascading structured pruning: enabling high data reuse for sparse DNN accelerators. | Edward Hanson, Shiyu Li, Hai Helen Li, Yiran Chen |
| 2021 | AAAI | NASGEM: Neural Architecture Search via Graph Embedding Method. | Hsin-Pai Cheng, Tunhou Zhang, Yixing Zhang, Shiyu Li, Feng Liang, Feng Yan, Meng Li, Vikas Chandra, Hai Li, Yiran Chen |
| 2021 | IWQoS | BESURE: Blockchain-Based Cloud-Assisted eHealth System with Secure Data Provenance. | Shiyu Li, Yuan Zhang, Chunxiang Xu, Nan Cheng, Zhi Liu, Xuemin Sherman Shen |
| 2021 | MICRO | ESCALATE: Boosting the Efficiency of Sparse CNN Accelerator with Kernel Decomposition. | Shiyu Li, Edward Hanson, Xuehai Qian, Hai (Helen) Li, Yiran Chen |
| 2020 | AAAI | End-to-End Thorough Body Perception for Person Search. | Kun Tian, Houjing Huang, Yun Ye, Shiyu Li, Jinbin Lin, Guan Huang |
| 2020 | ICML | PENNI: Pruned Kernel Sharing for Efficient CNN Inference. | Shiyu Li, Edward Hanson, Hai Li, Yiran Chen |
| 2005 | ICASSP | Kinematics based motion compression for human figure animation. | Shiyu Li, Masahiro Okuda, Shinichi Takahashi |