Sirui Chen

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 57

Top Topics

Predictive Control

Reinforcement Learning

Top Venues

IEEE Internet Things J.

Publications

Xinhang Ma, Sirui Chen
From Speech to Data: Unraveling Google's Use of Voice Data for User Profiling. CoRR (2024)
Albert Wu, Ruocheng Wang, Sirui Chen, Clemens Eppner, C. Karen Liu
One-Shot Transfer of Long-Horizon Extrinsic Manipulation Through Contact Retargeting. CoRR (2024)
Yuan Wang, Zhiyu Li, Changshuo Zhang, Sirui Chen, Xiao Zhang, Jun Xu, Quan Lin
Do Not Wait: Learning Re-Ranking Model Without User Feedback At Serving Time in E-Commerce. CoRR (2024)
Sirui Chen, Bo Peng, Meiqi Chen, Ruiqi Wang, Mengying Xu, Xingyu Zeng, Rui Zhao, Shengjie Zhao, Yu Qiao, Chaochao Lu
Causal Evaluation of Language Models. CoRR (2024)
Sirui Chen, Jiawei Chen, Sheng Zhou, Bohao Wang, Shen Han, Chanfei Su, Yuqing Yuan, Can Wang
SIGformer: Sign-aware Graph Transformer for Recommendation. SIGIR (2024)
Xiaowei Sun, Huili Dou, Sirui Chen, Hongyang Zhao
A novel block-chain based secure cross-domain interaction approach for intelligent transportation systems. Phys. Commun. 63 (2024)
Sirui Chen, Zhaowei Zhang, Yaodong Yang, Yali Du
STAS: Spatial-Temporal Return Decomposition for Solving Sparse Rewards Problems in Multi-agent Reinforcement Learning. AAAI (2024)
Changshuo Zhang, Sirui Chen, Xiao Zhang, Sunhao Dai, Weijie Yu, Jun Xu
Reinforcing Long-Term Performance in Recommender Systems with User-Oriented Exploration Policy. SIGIR (2024)
Chaochao Lu, Chen Qian, Guodong Zheng, Hongxing Fan, Hongzhi Gao, Jie Zhang, Jing Shao, Jingyi Deng, Jinlan Fu, Kexin Huang, Kunchang Li, Lijun Li, Limin Wang, Lu Sheng, Meiqi Chen, Ming Zhang, Qibing Ren, Sirui Chen, Tao Gui, Wanli Ouyang, Yali Wang, Yan Teng, Yaru Wang, Yi Wang, Yinan He, Yingchun Wang, Yixu Wang, Yongting Zhang, Yu Qiao, Yujiong Shen, Yurong Mou, Yuxi Chen, Zaibin Zhang, Zhelun Shi, Zhenfei Yin, Zhipin Wang
From GPT-4 to Gemini and Beyond: Assessing the Landscape of MLLMs on Generalizability, Trustworthiness and Causality through Four Modalities. CoRR (2024)
Sunhao Dai, Changle Qu, Sirui Chen, Xiao Zhang, Jun Xu
ReCODE: Modeling Repeat Consumption with Neural ODE. CoRR (2024)
Sirui Chen, Jeannette Bohg, C. Karen Liu
SpringGrasp: Synthesizing Compliant, Dexterous Grasps under Shape Uncertainty. CoRR (2024)
Xiuwen Liu, Xinghua Lei, Xin Li, Sirui Chen
Self-Interested Coalitional Crowdsensing for Multi-Agent Interactive Environment Monitoring. Sensors 24 (2) (2024)
Weicong Qin, Zelin Cao, Weijie Yu, Zihua Si, Sirui Chen, Jun Xu
Explicitly Integrating Judgment Prediction with Legal Document Retrieval: A Law-Guided Generative Approach. SIGIR (2024)
Changshuo Zhang, Sirui Chen, Xiao Zhang, Sunhao Dai, Weijie Yu, Jun Xu
UOEP: User-Oriented Exploration Policy for Enhancing Long-Term User Experiences in Recommender Systems. CoRR (2024)
Sirui Chen, Mengying Xu, Kun Wang, Xingyu Zeng, Rui Zhao, Shengjie Zhao, Chaochao Lu
CLEAR: Can Language Models Really Understand Causal Graphs? CoRR (2024)
Sunhao Dai, Changle Qu, Sirui Chen, Xiao Zhang, Jun Xu
ReCODE: Modeling Repeat Consumption with Neural ODE. SIGIR (2024)
Sirui Chen, Jiawei Chen, Sheng Zhou, Bohao Wang, Shen Han, Chanfei Su, Yuqing Yuan, Can Wang
SIGformer: Sign-aware Graph Transformer for Recommendation. CoRR (2024)
Yaqian Zheng, Yaping Xu, Deliang Wang, Sirui Chen, Mingze Sun, Yanyan Li, Fan Gao
A Novel Two-Stage Personalized Learning Path Recommendation Approach for E-learning. ICETC (2023)
Sirui Chen, Yuan Wang, Zijing Wen, Zhiyu Li, Changshuo Zhang, Quan Lin, Cheng Zhu, Jun Xu
Controllable Multi-Objective Re-ranking with Policy Hypernetworks. CoRR (2023)
Bohao Tian, Shijun Zhang, Sirui Chen, Yuru Zhang, Kaiping Peng, Hongxing Zhang, Dangxiao Wang
Tracking flow: Decoding dynamic flow experience on a sub-minute timescale through performance in fine fingertip force control task. CoRR (2023)
Sirui Chen, Keenon Werling, Albert Wu, C. Karen Liu
Real-Time Model Predictive Control and System Identification Using Differentiable Simulation. IEEE Robotics Autom. Lett. 8 (1) (2023)
Sirui Chen, Zhaowei Zhang, Yali Du, Yaodong Yang
STAS: Spatial-Temporal Return Decomposition for Multi-agent Reinforcement Learning. CoRR (2023)
Sirui Chen, Albert Wu, C. Karen Liu
Synthesize Dexterous Nonprehensile Pregrasp for Ungraspable Objects. CoRR (2023)
Sirui Chen, Yuming Tian, Lingling An
Multi-Objective Order Scheduling via Reinforcement Learning. Algorithms 16 (11) (2023)
Xu Chen, Sirui Chen, Jun Xu, Weiran Shen, Xiao Zhang, Gang Wang, Zhenghua Dong
P-MMF: Provider Max-min Fairness Re-ranking in Recommender System. CoRR (2023)
Weicong Qin, Zelin Cao, Weijie Yu, Zihua Si, Sirui Chen, Jun Xu
Incorporating Judgment Prediction into Legal Case Retrieval via Law-aware Generative Retrieval. CoRR (2023)
Sirui Chen, Shengjie Zhao, Chenxi Huang
An Automatic Malaria Disease Diagnosis Framework Integrating Blockchain-Enabled Cloud-Edge Computing and Deep Learning. IEEE Internet Things J. 10 (24) (2023)
Huili Dou, Yuanyuan Liu, Sirui Chen, Hongyang Zhao, Hazrat Bilal
A hybrid CEEMD-GMM scheme for enhancing the detection of traffic flow on highways. Soft Comput. 27 (21) (2023)
Chen Xu, Sirui Chen, Jun Xu, Weiran Shen, Xiao Zhang, Gang Wang, Zhenhua Dong
P-MMF: Provider Max-min Fairness Re-ranking in Recommender System. WWW (2023)
Sirui Chen, Albert Wu, C. Karen Liu
Synthesizing Dexterous Nonprehensile Pregrasp for Ungraspable Objects. SIGGRAPH (Conference Paper Track) (2023)
Sirui Chen, Xiao Zhang, Xu Chen, Zhiyu Li, Yuan Wang, Quan Lin, Jun Xu
Reinforcement Re-ranking with 2D Grid-based Recommendation Panels. SIGIR-AP (2023)
Sirui Chen, Yuan Wang, Zijing Wen, Zhiyu Li, Changshuo Zhang, Xiao Zhang, Quan Lin, Cheng Zhu, Jun Xu
Controllable Multi-Objective Re-ranking with Policy Hypernetworks. KDD (2023)
Sirui Chen, Xiao Zhang, Xu Chen, Zhiyu Li, Yuan Wang, Quan Lin, Jun Xu
Reinforcement Re-ranking with 2D Grid-based Recommendation Panels. CoRR (2022)
Chenxi Huang, Gengchen Xu, Sirui Chen, Wen Zhou, Eddie Y. K. Ng, Victor Hugo C. de Albuquerque
An improved federated learning approach enhanced internet of health things framework for private decentralized distributed data. Inf. Sci. 614 (2022)
Can Wang, Aoqi Wang, Sirui Chen, Gaorui Zhang, Binxin Zhu
Optimal Operation of Microgrids Based on a Radial Basis Function Metamodel. IEEE Syst. J. 16 (3) (2022)
Sirui Chen, Yunhao Liu, Shang Wen Yao, Jialong Li, Tingxiang Fan, Jia Pan
DiffSRL: Learning Dynamical State Representation for Deformable Object Manipulation With Differentiable Simulation. IEEE Robotics Autom. Lett. 7 (4) (2022)
Chenxi Huang, Sirui Chen, Yaqing Zhang, Wen Zhou, Joel J. P. C. Rodrigues, Victor Hugo C. de Albuquerque
A Robust Approach for Privacy Data Protection: IoT Security Assurance Using Generative Adversarial Imitation Learning. IEEE Internet Things J. 9 (18) (2022)
Linxin Hou, Sirui Chen, Qun Shen Png
Design of a Deployable Cargo Vessel Based on Autonomous Surface Vehicle to Aid Offshore Maritime Shipping: A Robotic Solution for Insufficient Manpower in Maritime Shipping Industry Under Singapore's Context. ICRAI (2022)
Xuhong Wang, Sirui Chen, Yixuan He, Minjie Wang, Quan Gan, Yupu Yang, Junchi Yan
CEP3: Community Event Prediction with Neural Point Process on Graph. CoRR (2022)
Xuhong Wang, Sirui Chen, Yixuan He, Minjie Wang, Quan Gan, Junchi Yan
CEP3: Community Event Prediction With Neural Point Process on Graph. LoG (2022)
Sirui Chen, Keenon Werling, C. Karen Liu
Real-time Model Predictive Control and System Identification Using Differentiable Physics Simulation. CoRR (2022)
Chenxi Huang, Guokai Zhang, Sirui Chen, Victor Hugo C. de Albuquerque
An Intelligent Multisampling Tensor Model for Oral Cancer Classification. IEEE Trans. Ind. Informatics 18 (11) (2022)
Chenxi Huang, Guokai Zhang, Yiwen Lu, Yisha Lan, Sirui Chen, Siyuan Guo
Automatic segmentation of bioabsorbable vascular stents in Intravascular optical coherence images using weakly supervised attention network. Future Gener. Comput. Syst. 114 (2021)
Sirui Chen, Yunhao Liu, Jialong Li, Shang Wen Yao, Tingxiang Fan, Jia Pan
DiffSRL: Learning Dynamic-aware State Representation for Deformable Object Control with Differentiable Simulator. CoRR (2021)
Mingze Gao, Shibo Pan, Sirui Chen, Yanan Li, Nan Pan, Dilin Pan, Xin Shen
Identification Method of Electrical Load for Electrical Appliances Based on K-Means ++ and GCN. IEEE Access 9 (2021)
Sirui Chen, Yutian Xiao, Tianhe Ren, Jinling Chen, Chenxi Huang
The Design Research of Smart Product-Service System Oriented to User Experience. CASE (2020)
Can Wang, Sirui Chen, Shiyi Mei, Ran Chen, Hongliang Yu
Optimal Scheduling for Integrated Energy System Considering Scheduling Elasticity of Electric and Thermal Loads. IEEE Access 8 (2020)
Sirui Chen, Shuo Shan, Liping Xie, Haikun Wei, Jinxia Zhang
A Deep Two-Stage Scheme for Polycrystalline Micro-Crack Detection. PRIS (2020)
Baocan Zhang, Wennan Wang, Yutian Xiao, Shixiao Xiao, Shuaichen Chen, Sirui Chen, Gaowei Xu, Wenliang Che
Cross-Subject Seizure Detection in EEGs Using Deep Transfer Learning. Comput. Math. Methods Medicine 2020 (2020)
Junjie Tang, Yisha Lan, Sirui Chen, Yongshuo Zhong, Chenxi Huang, Yonghong Peng, Qinyuan Liu, Yongqiang Cheng, Fei Chen, Wenliang Che
Lumen Contour Segmentation in IVOCT Based on N-type CNN. IEEE Access 7 (2019)
Guokai Zhang, Xiaoang Shen, Sirui Chen, Lipeng Liang, Ye Luo, Jie Yu, Jianwei Lu
DSM: A Deep Supervised Multi-Scale Network Learning for Skin Cancer Segmentation. IEEE Access 7 (2019)
Shipu Xu, Yong Liu, Wenwen Hu, Chenxi Zhang, Chang Liu, Yongshuo Zong, Sirui Chen, Yiwen Lu, Longzhi Yang, Eddie Y. K. Ng, Yongtong Wang, Yunsheng Wang
An Early Diagnosis of Oral Cancer based on Three-Dimensional Convolutional Neural Networks. IEEE Access 7 (2019)
Chenxi Huang, Yisha Lan, Sirui Chen, Qing Liu, Xin Luo, Gaowei Xu, Wen Zhou, Fan Lin, Yonghong Peng, Eddie Y. K. Ng, Yongqiang Cheng, Nianyin Zeng, Guokai Zhang, Wenliang Che
Patient-Specific Coronary Artery 3D Printing Based on Intravascular Optical Coherence Tomography and Coronary Angiography. Complex. 2019 (2019)
Yuyang Lin, Muyang Li, Sirui Chen, Limin Yu, Fei Ma
Nipple Detection in Mammogram Using a New Convolutional Neural Network Architecture. CISP-BMEI (2019)
Xiaoyu Li, Buyue Qian, Jishang Wei, Xianli Zhang, Sirui Chen, Qinghua Zheng
Domain Knowledge Guided Deep Atrial Fibrillation Classification and Its Visual Interpretation. CIKM (2019)
Gaowei Xu, Xiaoang Shen, Sirui Chen, Yongshuo Zong, Canyang Zhang, Hongyang Yue, Min Liu, Fei Chen, Wenliang Che
A Deep Transfer Convolutional Neural Network Framework for EEG Signal Classification. IEEE Access 7 (2019)
Wei Jiang, Sirui Chen, Baigen Cai, Jian Wang, Wei ShangGuan, Chris Rizos
A Multi-Sensor Positioning Method-Based Train Localization System for Low Density Line. IEEE Trans. Veh. Technol. 67 (11) (2018)