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Siyu Ren
ORCID
Publication Activity (10 Years)
Years Active: 2018-2024
Publications (10 Years): 37
Top Topics
Future Directions
Language Model
Dense Stereo Matching
N Gram
Top Venues
CoRR
EMNLP
IEEE Access
HCI (17)
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Publications
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Qi Jia
,
Yizhu Liu
,
Siyu Ren
,
Kenny Q. Zhu
Taxonomy of Abstractive Dialogue Summarization: Scenarios, Approaches, and Future Directions.
ACM Comput. Surv.
56 (3) (2024)
Yifan Zhang
,
Siyu Ren
,
Junhui Hou
,
Jinjian Wu
,
Guangming Shi
Self-supervised Learning of LiDAR 3D Point Clouds via 2D-3D Neural Calibration.
CoRR
(2024)
Siyu Ren
,
Junhui Hou
,
Xiaodong Chen
,
Hongkai Xiong
,
Wenping Wang
Measuring the Discrepancy between 3D Geometric Models using Directional Distance Fields.
CoRR
(2024)
Siyu Ren
,
Kenny Q. Zhu
On the Efficacy of Eviction Policy for Key-Value Constrained Generative Language Model Inference.
CoRR
(2024)
Siyu Ren
,
Kenny Q. Zhu
Low-Rank Prune-And-Factorize for Language Model Compression.
CoRR
(2023)
Siyu Ren
,
Qi Jia
,
Kenny Q. Zhu
Context Compression for Auto-regressive Transformers with Sentinel Tokens.
CoRR
(2023)
Siyu Ren
,
Junhui Hou
Unleash the Potential of 3D Point Cloud Modeling with A Calibrated Local Geometry-driven Distance Metric.
CoRR
(2023)
Fangzhi Xu
,
Zhiyong Wu
,
Qiushi Sun
,
Siyu Ren
,
Fei Yuan
,
Shuai Yuan
,
Qika Lin
,
Yu Qiao
,
Jun Liu
Symbol-LLM: Towards Foundational Symbol-centric Interface For Large Language Models.
CoRR
(2023)
Qi Jia
,
Siyu Ren
,
Yizhu Liu
,
Kenny Q. Zhu
Zero-shot Faithfulness Evaluation for Text Summarization with Foundation Language Model.
EMNLP
(2023)
Jie Li
,
Qilin Huang
,
Siyu Ren
,
Li Jiang
,
Bo Deng
,
Yi Qin
A novel medical text classification model with Kalman filter for clinical decision making.
Biomed. Signal Process. Control.
82 (2023)
Siyu Ren
,
Zhiyong Wu
,
Kenny Q. Zhu
EMO: Earth Mover Distance Optimization for Auto-Regressive Language Modeling.
CoRR
(2023)
Qi Jia
,
Siyu Ren
,
Yizhu Liu
,
Kenny Q. Zhu
Zero-shot Faithfulness Evaluation for Text Summarization with Foundation Language Model.
CoRR
(2023)
Siyu Ren
,
Qi Jia
,
Kenny Q. Zhu
Context Compression for Auto-regressive Transformers with Sentinel Tokens.
EMNLP
(2023)
Shanshan Huang
,
Siyu Ren
,
Kenny Q. Zhu
Combating Short Circuit Behavior in Natural Language Reasoning: Crossover and Mutation Operations for Enhanced Robustness.
ECAI
(2023)
Siyu Ren
,
Junhui Hou
,
Xiaodong Chen
,
Ying He
,
Wenping Wang
GeoUDF: Surface Reconstruction from 3D Point Clouds via Geometry-guided Distance Representation.
ICCV
(2023)
Siyu Ren
,
Kenny Q. Zhu
Pruning Pre-trained Language Models with Principled Importance and Self-regularization.
CoRR
(2023)
Siyu Ren
,
Kenny Q. Zhu
Pruning Pre-trained Language Models with Principled Importance and Self-regularization.
ACL (Findings)
(2023)
Zhicheng Yuan
,
Xuechao Chen
,
Jiahao Wu
,
Siyu Ren
,
Zhangguo Yu
Design and Control of a Spherical Robot Using Pendulum and Momentum Wheels.
ICARM
(2023)
Siyu Ren
,
Yiming Zeng
,
Junhui Hou
,
Xiaodong Chen
CorrI2P: Deep Image-to-Point Cloud Registration via Dense Correspondence.
IEEE Trans. Circuits Syst. Video Technol.
33 (3) (2023)
Siyu Ren
,
Kenny Q. Zhu
Leaner and Faster: Two-Stage Model Compression for Lightweight Text-Image Retrieval.
CoRR
(2022)
Siyu Ren
,
Kenny Q. Zhu
Specializing Pre-trained Language Models for Better Relational Reasoning via Network Pruning.
NAACL-HLT (Findings)
(2022)
Siyu Ren
,
Yu Wang
,
Xiaolong Su
Hybrid quantum key distribution network.
Sci. China Inf. Sci.
65 (10) (2022)
Siyu Ren
,
Yiming Zeng
,
Junhui Hou
,
Xiaodong Chen
CorrI2P: Deep Image-to-Point Cloud Registration via Dense Correspondence.
CoRR
(2022)
Siyu Ren
,
Kenny Q. Zhu
Leaner and Faster: Two-Stage Model Compression for Lightweight Text-Image Retrieval.
NAACL-HLT
(2022)
Siyu Ren
,
Junhui Hou
,
Xiaodong Chen
,
Ying He
,
Wenping Wang
GeoUDF: Surface Reconstruction from 3D Point Clouds via Geometry-guided Distance Representation.
CoRR
(2022)
Qi Jia
,
Siyu Ren
,
Yizhu Liu
,
Kenny Q. Zhu
Taxonomy of Abstractive Dialogue Summarization: Scenarios, Approaches and Future Directions.
CoRR
(2022)
Siyu Ren
,
Kenny Q. Zhu
Knowledge-Driven Distractor Generation for Cloze-Style Multiple Choice Questions.
AAAI
(2021)
Xiaodong Chen
,
Haitao Liang
,
Huaiyuan Xu
,
Siyu Ren
,
Huaiyu Cai
,
Yi Wang
Disocclusion-type aware hole filling method for view synthesis.
Multim. Tools Appl.
80 (8) (2021)
Haitao Liang
,
Xiaodong Chen
,
Huaiyuan Xu
,
Siyu Ren
,
Huaiyu Cai
,
Yi Wang
Local Foreground Removal Disocclusion Filling Method for View Synthesis.
IEEE Access
8 (2020)
Qi Jia
,
Yizhu Liu
,
Siyu Ren
,
Kenny Q. Zhu
,
Haifeng Tang
Multi-turn Response Selection using Dialogue Dependency Relations.
CoRR
(2020)
Siyu Ren
,
Kenny Q. Zhu
Knowledge-Driven Distractor Generation for Cloze-style Multiple Choice Questions.
CoRR
(2020)
Qi Jia
,
Yizhu Liu
,
Siyu Ren
,
Kenny Q. Zhu
,
Haifeng Tang
Multi-turn Response Selection using Dialogue Dependency Relations.
EMNLP (1)
(2020)
Huaiyuan Xu
,
Xiaodong Chen
,
Haitao Liang
,
Siyu Ren
,
Yi Wang
,
Huaiyu Cai
CrossPatch-Based Rolling Label Expansion for Dense Stereo Matching.
IEEE Access
8 (2020)
Shiling Jiang
,
Ming Ma
,
Jianming Wang
,
Jiayu Liang
,
Kunliang Liu
,
Yukuan Sun
,
Wei Deng
,
Siyu Ren
,
Guanghao Jin
Semantic Reanalysis of Scene Words in Visual Question Answering.
PRCV (1)
(2019)
Siyu Ren
,
Guanghao Jin
,
Kunliang Liu
,
Yukuan Sun
,
Jiayu Liang
,
Shiling Jiang
,
Jianming Wang
Research on Interactive Intent Recognition Based on Facial Expression and Line of Sight Direction.
ADMA
(2019)
Xinyi Tao
,
Siyu Ren
,
Ting Han
Mapping System Between Passenger Experience and the Factors of Aircraft Cabin Design.
HCI (17)
(2018)
Siyu Ren
,
Xinyi Tao
,
Ting Han
Factor Model for Passenger Experience in the Aircraft Cabin Design.
HCI (20)
(2018)