| 2026 | KSEM | OSOW: A Resource-Efficient Parallelization of the Winograd Algorithm on Multicore CPUs. | Siyu Ren, Haodong Bian, Feng Xue, Xiaoying Wang |
| 2025 | ICCV | Neural Compression for 3D Geometry Sets. | Siyu Ren, Junhui Hou, Weiyao Lin, Wenping Wang |
| 2025 | ICLR | Shape as Line Segments: Accurate and Flexible Implicit Surface Representation. | Siyu Ren, Junhui Hou |
| 2024 | ACL | Symbol-LLM: Towards Foundational Symbol-centric Interface For Large Language Models. | Fangzhi Xu, Zhiyong Wu, Qiushi Sun, Siyu Ren, Fei Yuan, Shuai Yuan, Qika Lin, Yu Qiao, Jun Liu |
| 2024 | COLING | Low-Rank Prune-And-Factorize for Language Model Compression. | Siyu Ren, Kenny Q. Zhu |
| 2024 | ECCV | DynoSurf: Neural Deformation-Based Temporally Consistent Dynamic Surface Reconstruction. | Yuxin Yao, Siyu Ren, Junhui Hou, Zhi Deng, Juyong Zhang, Wenping Wang |
| 2024 | ICLR | Emo: Earth Mover Distance Optimization for Auto-Regressive Language Modeling. | Siyu Ren, Zhiyong Wu, Kenny Q. Zhu |
| 2024 | ITNAC | Joint Task-Trajectory and Location Sense Optimization for UAV-enabled Communication Computation and Sense System. | Siyu Ren, Haibo Mei, Shuang Du, Runzhi Fan, Qi Wang, Huan Ye |
| 2023 | ACL | Pruning Pre-trained Language Models with Principled Importance and Self-regularization. | Siyu Ren, Kenny Q. Zhu |
| 2023 | ECAI | Combating Short Circuit Behavior in Natural Language Reasoning: Crossover and Mutation Operations for Enhanced Robustness. | Shanshan Huang, Siyu Ren, Kenny Q. Zhu |
| 2023 | EMNLP | Zero-shot Faithfulness Evaluation for Text Summarization with Foundation Language Model. | Qi Jia, Siyu Ren, Yizhu Liu, Kenny Q. Zhu |
| 2023 | EMNLP | Context Compression for Auto-regressive Transformers with Sentinel Tokens. | Siyu Ren, Qi Jia, Kenny Q. Zhu |
| 2023 | ICCV | GeoUDF: Surface Reconstruction from 3D Point Clouds via Geometry-guided Distance Representation. | Siyu Ren, Junhui Hou, Xiaodong Chen, Ying He, Wenping Wang |
| 2022 | NAACL | Leaner and Faster: Two-Stage Model Compression for Lightweight Text-Image Retrieval. | Siyu Ren, Kenny Q. Zhu |
| 2022 | NAACL | Specializing Pre-trained Language Models for Better Relational Reasoning via Network Pruning. | Siyu Ren, Kenny Q. Zhu |
| 2021 | AAAI | Knowledge-Driven Distractor Generation for Cloze-Style Multiple Choice Questions. | Siyu Ren, Kenny Q. Zhu |
| 2020 | EMNLP | Multi-turn Response Selection using Dialogue Dependency Relations. | Qi Jia, Yizhu Liu, Siyu Ren, Kenny Q. Zhu, Haifeng Tang |
| 2019 | ADMA | Research on Interactive Intent Recognition Based on Facial Expression and Line of Sight Direction. | Siyu Ren, Guanghao Jin, Kunliang Liu, Yukuan Sun, Jiayu Liang, Shiling Jiang, Jianming Wang |
| 2018 | HCI | Factor Model for Passenger Experience in the Aircraft Cabin Design. | Siyu Ren, Xinyi Tao, Ting Han |
| 2018 | HCI | Mapping System Between Passenger Experience and the Factors of Aircraft Cabin Design. | Xinyi Tao, Siyu Ren, Ting Han |