Siyu Ren

According to our database, Siyu Ren authored at least 32 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Taxonomy of Abstractive Dialogue Summarization: Scenarios, Approaches, and Future Directions.

Qi Jia, Yizhu Liu, Siyu Ren, Kenny Q. Zhu

ACM Comput. Surv., March, 2024

Enhanced trajectory tracking for quadrotors: disturbance observer state feedback control.

Siyu Ren, Liuping Wang, Robin P. Guan

PeerJ Comput. Sci., 2024

DynoSurf: Neural Deformation-based Temporally Consistent Dynamic Surface Reconstruction.

Yuxin Yao, Siyu Ren, Junhui Hou, Zhi Deng, Juyong Zhang, Wenping Wang

CoRR, 2024

Dynamic 3D Point Cloud Sequences as 2D Videos.

Yiming Zeng, Junhui Hou, Qijian Zhang, Siyu Ren, Wenping Wang

CoRR, 2024

On the Efficacy of Eviction Policy for Key-Value Constrained Generative Language Model Inference.

Siyu Ren, Kenny Q. Zhu

CoRR, 2024

Self-supervised Learning of LiDAR 3D Point Clouds via 2D-3D Neural Calibration.

Yifan Zhang, Siyu Ren, Junhui Hou, Jinjian Wu, Guangming Shi

CoRR, 2024

Measuring the Discrepancy between 3D Geometric Models using Directional Distance Fields.

Siyu Ren, Junhui Hou, Xiaodong Chen, Hongkai Xiong, Wenping Wang

CoRR, 2024

2023

A novel medical text classification model with Kalman filter for clinical decision making.

Jie Li, Qilin Huang, Siyu Ren, Li Jiang, Bo Deng, Yi Qin

Biomed. Signal Process. Control., April, 2023

CorrI2P: Deep Image-to-Point Cloud Registration via Dense Correspondence.

Siyu Ren, Yiming Zeng, Junhui Hou, Xiaodong Chen

IEEE Trans. Circuits Syst. Video Technol., March, 2023

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

CoRR, 2023

EMO: Earth Mover Distance Optimization for Auto-Regressive Language Modeling.

Siyu Ren, Zhiyong Wu, Kenny Q. Zhu

CoRR, 2023

Low-Rank Prune-And-Factorize for Language Model Compression.

Siyu Ren, Kenny Q. Zhu

CoRR, 2023

Unleash the Potential of 3D Point Cloud Modeling with A Calibrated Local Geometry-driven Distance Metric.

Siyu Ren, Junhui Hou

CoRR, 2023

GeoUDF: Surface Reconstruction from 3D Point Clouds via Geometry-guided Distance Representation.

Siyu Ren, Junhui Hou, Xiaodong Chen, Ying He, Wenping Wang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Design and Control of a Spherical Robot Using Pendulum and Momentum Wheels.

Zhicheng Yuan, Xuechao Chen, Jiahao Wu, Siyu Ren, Zhangguo Yu

Proceedings of the International Conference on Advanced Robotics and Mechatronics, 2023

Context Compression for Auto-regressive Transformers with Sentinel Tokens.

Siyu Ren, Qi Jia, Kenny Q. Zhu

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Zero-shot Faithfulness Evaluation for Text Summarization with Foundation Language Model.

Qi Jia, Siyu Ren, Yizhu Liu, Kenny Q. Zhu

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Combating Short Circuit Behavior in Natural Language Reasoning: Crossover and Mutation Operations for Enhanced Robustness.

Shanshan Huang, Siyu Ren, Kenny Q. Zhu

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Deep Reinforcement Learning to Enhance the Energy-efficient Performance of Unmanned Aerial Vehicles-enabled Fog Radio Access Networks.

Chuanjie Liu, Siyu Ren, Shuang Du, Cheng Dai, Bing Guo, Runzhi Fan

Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2023

Pruning Pre-trained Language Models with Principled Importance and Self-regularization.

Siyu Ren, Kenny Q. Zhu

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Hybrid quantum key distribution network.

Siyu Ren, Yu Wang, Xiaolong Su

Sci. China Inf. Sci., 2022

Specializing Pre-trained Language Models for Better Relational Reasoning via Network Pruning.

Siyu Ren, Kenny Q. Zhu

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Leaner and Faster: Two-Stage Model Compression for Lightweight Text-Image Retrieval.

Siyu Ren, Kenny Q. Zhu

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

2021

Disocclusion-type aware hole filling method for view synthesis.

Xiaodong Chen, Haitao Liang, Huaiyuan Xu, Siyu Ren, Huaiyu Cai, Yi Wang

Multim. Tools Appl., 2021

Knowledge-Driven Distractor Generation for Cloze-Style Multiple Choice Questions.

Siyu Ren, Kenny Q. Zhu

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

CrossPatch-Based Rolling Label Expansion for Dense Stereo Matching.

Huaiyuan Xu, Xiaodong Chen, Haitao Liang, Siyu Ren, Yi Wang, Huaiyu Cai

IEEE Access, 2020

Local Foreground Removal Disocclusion Filling Method for View Synthesis.

Haitao Liang, Xiaodong Chen, Huaiyuan Xu, Siyu Ren, Huaiyu Cai, Yi Wang

IEEE Access, 2020

Multi-turn Response Selection using Dialogue Dependency Relations.

Qi Jia, Yizhu Liu, Siyu Ren, Kenny Q. Zhu, Haifeng Tang

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019

Semantic Reanalysis of Scene Words in Visual Question Answering.

Shiling Jiang, Ming Ma, Jianming Wang, Jiayu Liang, Kunliang Liu, Yukuan Sun, Wei Deng, Siyu Ren, Guanghao Jin

Proceedings of the Pattern Recognition and Computer Vision - Second Chinese Conference, 2019

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

Proceedings of the Advanced Data Mining and Applications - 15th International Conference, 2019

2018

Mapping System Between Passenger Experience and the Factors of Aircraft Cabin Design.

Xinyi Tao, Siyu Ren, Ting Han

Proceedings of the Digital Human Modeling. Applications in Health, Safety, Ergonomics, and Risk Management, 2018

Factor Model for Passenger Experience in the Aircraft Cabin Design.

Siyu Ren, Xinyi Tao, Ting Han

Proceedings of the Design, User Experience, and Usability: Users, Contexts and Case Studies, 2018