Factor Model for Passenger Experience in the Aircraft Cabin Design. - Siyu Ren; Xinyi Tao; Ting Han (HCI (20), 2018)

Mapping System Between Passenger Experience and the Factors of Aircraft Cabin Design. - Xinyi Tao; Siyu Ren; Ting Han (HCI (17), 2018)

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 (ADMA, 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 (PRCV (1), 2019)

Multi-turn Response Selection using Dialogue Dependency Relations. - Qi Jia 003; Yizhu Liu; Siyu Ren; Kenny Q. Zhu; Haifeng Tang (EMNLP (1), 2020)

Local Foreground Removal Disocclusion Filling Method for View Synthesis. - Haitao Liang; Xiaodong Chen; Huaiyuan Xu; Siyu Ren; Huaiyu Cai; Yi Wang 066 (IEEE Access, 2020)

CrossPatch-Based Rolling Label Expansion for Dense Stereo Matching. - Huaiyuan Xu; Xiaodong Chen; Haitao Liang; Siyu Ren; Yi Wang 066; Huaiyu Cai (IEEE Access, 2020)

Knowledge-Driven Distractor Generation for Cloze-Style Multiple Choice Questions. - Siyu Ren; Kenny Q. Zhu (AAAI, 2021)

Disocclusion-type aware hole filling method for view synthesis. - Xiaodong Chen; Haitao Liang; Huaiyuan Xu; Siyu Ren; Huaiyu Cai; Yi Wang 066 (Multim. Tools Appl., 2021)

Leaner and Faster: Two-Stage Model Compression for Lightweight Text-Image Retrieval. - Siyu Ren; Kenny Q. Zhu (NAACL-HLT, 2022)

Specializing Pre-trained Language Models for Better Relational Reasoning via Network Pruning. - Siyu Ren; Kenny Q. Zhu (NAACL-HLT (Findings), 2022)

Hybrid quantum key distribution network. - Siyu Ren; Yu Wang 209; Xiaolong Su (Sci. China Inf. Sci., 2022)

Pruning Pre-trained Language Models with Principled Importance and Self-regularization. - Siyu Ren; Kenny Q. Zhu (ACL (Findings), 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 (ISPA/BDCloud/SocialCom/SustainCom, 2023)

Combating Short Circuit Behavior in Natural Language Reasoning: Crossover and Mutation Operations for Enhanced Robustness. - Shanshan Huang 002; Siyu Ren; Kenny Q. Zhu (ECAI, 2023)

Zero-shot Faithfulness Evaluation for Text Summarization with Foundation Language Model. - Qi Jia 003; Siyu Ren; Yizhu Liu; Kenny Q. Zhu (EMNLP, 2023)

Context Compression for Auto-regressive Transformers with Sentinel Tokens. - Siyu Ren; Qi Jia 003; Kenny Q. Zhu (EMNLP, 2023)

Design and Control of a Spherical Robot Using Pendulum and Momentum Wheels. - Zhicheng Yuan; Xuechao Chen; Jiahao Wu; Siyu Ren; Zhangguo Yu (ICARM, 2023)

GeoUDF: Surface Reconstruction from 3D Point Clouds via Geometry-guided Distance Representation. - Siyu Ren; Junhui Hou; Xiaodong Chen; Ying He 001; Wenping Wang 001 (ICCV, 2023)

Unleash the Potential of 3D Point Cloud Modeling with A Calibrated Local Geometry-driven Distance Metric. - Siyu Ren; Junhui Hou (CoRR, 2023)

CorrI2P: Deep Image-to-Point Cloud Registration via Dense Correspondence. - Siyu Ren; Yiming Zeng 002; Junhui Hou; Xiaodong Chen (IEEE Trans. Circuits Syst. Video Technol., 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., 2023)

Symbol-LLM: Towards Foundational Symbol-centric Interface For Large Language Models. - Fangzhi Xu; Zhiyong Wu 003; Qiushi Sun; Siyu Ren; Fei Yuan 006; Shuai Yuan 018; Qika Lin; Yu Qiao 001; Jun Liu 002 (ACL (1), 2024)

Low-Rank Prune-And-Factorize for Language Model Compression. - Siyu Ren; Kenny Q. Zhu (LREC/COLING, 2024)

DynoSurf: Neural Deformation-Based Temporally Consistent Dynamic Surface Reconstruction. - Yuxin Yao; Siyu Ren; Junhui Hou; Zhi Deng; Juyong Zhang; Wenping Wang 001 (ECCV (33), 2024)

Emo: Earth Mover Distance Optimization for Auto-Regressive Language Modeling. - Siyu Ren; Zhiyong Wu; Kenny Q. Zhu (ICLR, 2024)

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 (ITNAC, 2024)

Distribution of polarization squeezed light through a 20 km fiber channel. - Chao Li; Siyu Ren; Yanru Yan; Yalin Li; Meihong Wang; Xiaolong Su (Sci. China Inf. Sci., 2024)

Continuous variable quantum teleportation and remote state preparation between two space-separated local networks. - Siyu Ren; Dongmei Han; Meihong Wang; Xiaolong Su (Sci. China Inf. Sci., 2024)

Measuring the Discrepancy between 3D Geometric Models using Directional Distance Fields. - Siyu Ren; Junhui Hou; Xiaodong Chen; Hongkai Xiong; Wenping Wang 001 (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)

On the Efficacy of Eviction Policy for Key-Value Constrained Generative Language Model Inference. - Siyu Ren; Kenny Q. Zhu (CoRR, 2024)

NeCGS: Neural Compression for 3D Geometry Sets. - Siyu Ren; Junhui Hou; Wenping Wang 001 (CoRR, 2024)

A Controlled Study on Long Context Extension and Generalization in LLMs. - Yi Lu; Jing Nathan Yan; Songlin Yang; Justin T. Chiu; Siyu Ren; Fei Yuan 006; Wenting Zhao; Zhiyong Wu 003; Alexander M. Rush (CoRR, 2024)

Boosting LLM via Learning from Data Iteratively and Selectively. - Qi Jia; Siyu Ren; Ziheng Qin; Fuzhao Xue; Jinjie Ni; Yang You 001 (CoRR, 2024)

Enhanced trajectory tracking for quadrotors: disturbance observer state feedback control. - Siyu Ren; Liuping Wang; Robin P. Guan (PeerJ Comput. Sci., 2024)

Taxonomy of Abstractive Dialogue Summarization: Scenarios, Approaches, and Future Directions. - Qi Jia 003; Yizhu Liu; Siyu Ren; Kenny Q. Zhu (ACM Comput. Surv., 2024)

Dynamic 3D Point Cloud Sequences as 2D Videos. - Yiming Zeng 002; Junhui Hou; Qijian Zhang; Siyu Ren; Wenping Wang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Shape as Line Segments: Accurate and Flexible Implicit Surface Representation. - Siyu Ren; Junhui Hou (ICLR, 2025)

Class Imbalance-oriented Online Feature Selection Method for Just-in-time Software Defect Prediction. - Qiao Yu; Siyu Ren; Yi Zhu 013; Jiaxuan Jiang; Shutao Zhang (Int. J. Softw. Eng. Knowl. Eng., 2025)

Deep Reinforcement Learning Based 3D-Trajectory Design and Task Offloading in UAV-Enabled MEC System. - Chuanjie Liu; Yalin Zhong; Ruolin Wu; Siyu Ren; Shuang Du; Bing Guo (IEEE Trans. Veh. Technol., 2025)

RBFIM: Perceptual Quality Assessment for Compressed Point Clouds Using Radial Basis Function Interpolation. - Zhang Chen; Shuai Wan; Siyu Ren; Fuzheng Yang 001; Mengting Yu; Junhui Hou (CoRR, 2025)

Audio Turing Test: Benchmarking the Human-likeness of Large Language Model-based Text-to-Speech Systems in Chinese. - Xihuai Wang; Ziyi Zhao; Siyu Ren; Shao Zhang; Song Li; Xiaoyu Li; Ziwen Wang; Lin Qiu; Guanglu Wan; Xuezhi Cao; Xunliang Cai; Weinan Zhang 001 (CoRR, 2025)

Evaluating MLLMs with Multimodal Multi-image Reasoning Benchmark. - Ziming Cheng; Binrui Xu; Lisheng Gong; Zuhe Song; Tianshuo Zhou; Shiqi Zhong; Siyu Ren; Mingxiang Chen; Xiangchao Meng; Yuxin Zhang; Yanlin Li; Lei Ren; et al. (CoRR, 2025)

DDM: A Metric for Comparing 3D Shapes Using Directional Distance Fields. - Siyu Ren; Junhui Hou; Xiaodong Chen; Hongkai Xiong; Wenping Wang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)