Kexin Chen

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 60

Top Topics

Imitation Learning

Top Venues

Briefings Bioinform.

Nucleic Acids Res.

Publications

Kexin Chen, Yijie Mao
Transmitter Side Beyond-Diagonal RIS for mmWave Integrated Sensing and Communications. CoRR (2024)
Jingwen Pan, Wei Wang, Kexin Chen, Xiang Shao, Shuo Wang, Chen Sun
Interference Graph Based Spectrum Allocation for Blockchain-enabled CBRS System. INFOCOM (Workshops) (2024)
Yuanyuan Liu, Kexin Chen, Lu Zhu
Efficient federated learning algorithm using sparse ternary compression based on layer variation classification. Comput. Networks 247 (2024)
Zengdi Bao, Kexin Chen, Yinbo Zhao, Liang Zhang, Yang Li, Zhongxiang Shen, Zaiping Nie
W-Band Traveling-Wave Microstrip Comb-Line Antenna With Shaped Radiation Pattern for Intelligent Transportation Systems. IEEE Internet Things J. 11 (15) (2024)
Minying Li, Jinyao Lin, Zhengnan Ji, Kexin Chen, Jingxi Liu
Grid-Scale Poverty Assessment by Integrating High-Resolution Nighttime Light and Spatial Big Data - A Case Study in the Pearl River Delta. Remote. Sens. 15 (18) (2023)
Kexin Chen, Yijie Mao, Longfei Yin, Chengcheng Xu, Yang Huang
Rate-Splitting Multiple Access for Simultaneous Multi-User Communication and Multi-Target Sensing. CoRR (2023)
Baojie Fan, Kexin Chen, Guoping Jiang, Jiandong Tian
Two-Way Complementary Tracking Guidance. IEEE Trans. Circuits Syst. Video Technol. 33 (11) (2023)
Kexin Chen, Chao Huang, Jianwei Huang
Information Elicitation from Decentralized Crowd Without Verification. WiOpt (2023)
Kexin Chen, Junyou Li, Kunyi Wang, Yuyang Du, Jiahui Yu, Jiamin Lu, Guangyong Chen, Lanqing Li, Jiezhong Qiu, Qun Fang, Pheng-Ann Heng
Towards an Automatic AI Agent for Reaction Condition Recommendation in Chemical Synthesis. CoRR (2023)
Kexin Chen, Chao Huang, Jianwei Huang
Information Elicitation from Decentralized Crowd Without Verification. CoRR (2023)
Kexin Chen, Jinping Guan, Ravi Seshadri, Varun Pattabhiraman, Youssef Medhat Aboutaleb, Ali Shamshiripour, Chen Liang, Xiaochun Zhang, Moshe E. Ben-Akiva
A Multi-day Needs-based Modeling Approach for Activity and Travel Demand Analysis. CoRR (2023)
Kexin Chen, Pifu Cong, Limei Qu, Shuxiu Liang, Zhaochen Sun, Jianbo Han
Biological connectivity and its driving mechanisms in the Liaohe Delta wetland, China. Ecol. Informatics 76 (2023)
Kexin Chen, Hirak J. Kashyap, Jeffrey L. Krichmar, Xiumin Li
What can computer vision learn from visual neuroscience? Introduction to the special issue. Biol. Cybern. 117 (4) (2023)
Kexin Chen
Research on Popular Machine Learning Algorithms. ICISCAE (2023)
Hang Xu, Xianfu Yi, Xutong Fan, Chengyue Wu, Wei Wang, Xinlei Chu, Shijie Zhang, Xiaobao Dong, Zhao Wang, Jianhua Wang, Yao Zhou, Ke Zhao, Hongcheng Yao, Nan Zheng, Junwen Wang, Yupeng Chen, Dariusz Plewczynski, Pak Chung Sham, Kexin Chen, Dandan Huang, Mulin Jun Li
Inferring CTCF-binding patterns and anchored loops across human tissues and cell types. Patterns 4 (8) (2023)
Kexin Chen, Hang Wang, Peilin Hong
A Defense Strategy Against LDDoS Attack Aggregation in DCN. ICC (2023)
Ziyu Guo, Renrui Zhang, Xiangyang Zhu, Yiwen Tang, Xianzheng Ma, Jiaming Han, Kexin Chen, Peng Gao, Xianzhi Li, Hongsheng Li, Pheng-Ann Heng
Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following. CoRR (2023)
Yaodong Wang, Zhong Ji, Kexin Chen, Yanwei Pang, Zhongfei Zhang
COREN: Multi-Modal Co-Occurrence Transformer Reasoning Network for Image-Text Retrieval. Neural Process. Lett. 55 (5) (2023)
Ling Wang, Kexin Chen, Mei Choi Chiu, Hoi Ying Wong
Optimal expansion of business opportunity. Eur. J. Oper. Res. 309 (1) (2023)
Kexin Chen, Guangyong Chen, Junyou Li, Yuansheng Huang, Ercheng Wang, Tingjun Hou, Pheng-Ann Heng
MetaRF: attention-based random forest for reaction yield prediction with a few trails. J. Cheminformatics 15 (1) (2023)
Kexin Chen, Chi Seng Pun, Hoi Ying Wong
Efficient social distancing during the COVID-19 pandemic: Integrating economic and public health considerations. Eur. J. Oper. Res. 304 (1) (2023)
Dandan Huang, Xiangling Feng, Hongxi Yang, Jianhua Wang, Wenwen Zhang, Xutong Fan, Xiaobao Dong, Kexin Chen, Ying Yu, Xin Ma, Xianfu Yi, Mulin Jun Li
QTLbase2: an enhanced catalog of human quantitative trait loci on extensive molecular phenotypes. Nucleic Acids Res. 51 (D1) (2023)
Jeffrey D. Kopsick, Carolina Tecuatl, Keivan Moradi, Sarojini M. Attili, Hirak J. Kashyap, Jinwei Xing, Kexin Chen, Jeffrey L. Krichmar, Giorgio A. Ascoli
Robust Resting-State Dynamics in a Large-Scale Spiking Neural Network Model of Area CA3 in the Mouse Hippocampus. Cogn. Comput. 15 (4) (2023)
Paul M. Heider, Kexin Chen, Ronak Pipaliya, Stéphane M. Meystre
Post-Hoc Ensemble Generation for Clinical NLP: A Study of Concept Recognition, Normalization, and Context Attributes. AMIA (2022)
Lars Niedermeier, Kexin Chen, Jinwei Xing, Anup Das, Jeffrey Kopsick, Eric Scott, Nate Sutton, Killian Weber, Nikil D. Dutt, Jeffrey L. Krichmar
CARLsim 6: An Open Source Library for Large-Scale, Biologically Detailed Spiking Neural Network Simulation. IJCNN (2022)
Zhong Ji, Kexin Chen, Yuqing He, Yanwei Pang, Xuelong Li
Heterogeneous memory enhanced graph reasoning network for cross-modal retrieval. Sci. China Inf. Sci. 65 (7) (2022)
Kexin Chen, Baojie Fan, Xiaobin Guo
Object Tracking Network Based on Deformable Attention Mechanism. BMVC (2022)
Kexin Chen, Junkee Jeon, Hoi Ying Wong
Optimal Retirement Under Partial Information. Math. Oper. Res. 47 (3) (2022)
Xilin Shen, Hongru Shen, Dan Wu, Mengyao Feng, Jiani Hu, Jilei Liu, Yichen Yang, Meng Yang, Yang Li, Lei Shi, Kexin Chen, Xiangchun Li
Scalable batch-correction approach for integrating large-scale single-cell transcriptomes. Briefings Bioinform. 23 (5) (2022)
Jinming Wang, Kexin Chen, Yatian Li
The Development of Aptamer-based Biosensors of Small Molecular Weight Proteins. ISAIMS (2022)
Kexin Chen, Guangyong Chen, Junyou Li, Yuansheng Huang, Pheng-Ann Heng
MetaRF: Differentiable Random Forest for Reaction Yield Prediction with a Few Trails. CoRR (2022)
Dandan Huang, Yao Zhou, Xianfu Yi, Xutong Fan, Jianhua Wang, Hongcheng Yao, Pak Chung Sham, Jihui Hao, Kexin Chen, Mulin Jun Li
VannoPortal: multiscale functional annotation of human genetic variants for interrogating molecular mechanism of traits and diseases. Nucleic Acids Res. 50 (D1) (2022)
Hongru Shen, Xilin Shen, Mengyao Feng, Dan Wu, Chao Zhang, Yichen Yang, Meng Yang, Jiani Hu, Jilei Liu, Wei Wang, Yang Li, Qiang Zhang, Jilong Yang, Kexin Chen, Xiangchun Li
A universal approach for integrating super large-scale single-cell transcriptomes by exploring gene rankings. Briefings Bioinform. 23 (2) (2022)
Zhong Ji, Kexin Chen, Haoran Wang
Step-Wise Hierarchical Alignment Network for Image-Text Matching. IJCAI (2021)
Kexin Chen, Haoming Xu, Yiming Lei, Pietro Lió, Yuan Li, Hongyan Guo, Mohammad Ali Moni
Integration and interplay of machine learning and bioinformatics approach to identify genetic interaction related to ovarian cancer chemoresistance. Briefings Bioinform. 22 (6) (2021)
Zhong Ji, Kexin Chen, Haoran Wang
Step-Wise Hierarchical Alignment Network for Image-Text Matching. CoRR (2021)
Jinwei Xing, Takashi Nagata, Kexin Chen, Xinyun Zou, Emre Neftci, Jeffrey L. Krichmar
Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation. AAAI (2021)
Kexin Chen, Alexander B. Johnson, Eric O. Scott, Xinyun Zou, Kenneth A. De Jong, Douglas A. Nitz, Jeffrey L. Krichmar
Differential Spatial Representations in Hippocampal CA1 and Subiculum Emerge in Evolved Spiking Neural Networks. IJCNN (2021)
Jinwei Xing, Takashi Nagata, Kexin Chen, Xinyun Zou, Emre Neftci, Jeffrey L. Krichmar
Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation. CoRR (2021)
Xinyun Zou, Eric O. Scott, Alexander B. Johnson, Kexin Chen, Douglas A. Nitz, Kenneth A. De Jong, Jeffrey L. Krichmar
Neuroevolution of a Recurrent Neural Network for Spatial and Working Memory in a Simulated Robotic Environment. CoRR (2021)
Wenxian Peng, Yijia Qian, Yingying Shi, Shuyun Chen, Kexin Chen, Han Xiao
Differential Diagnosis of Malignant Thyroid Calcification Nodule Based on Computed Tomography Image Texture. J. Medical Imaging Health Informatics 11 (3) (2021)
Xinyun Zou, Eric O. Scott, Alexander B. Johnson, Kexin Chen, Douglas A. Nitz, Kenneth A. De Jong, Jeffrey L. Krichmar
Neuroevolution of a recurrent neural network for spatial and working memory in a simulated robotic environment. GECCO Companion (2021)
Kexin Chen, Tiffany Hwu, Hirak Jyoti Kashyap, Jeffrey L. Krichmar, Kenneth Stewart, Jinwei Xing, Xinyun Zou
Neurorobots as a Means Toward Neuroethology and Explainable AI. Frontiers Neurorobotics 14 (2020)
Guoyu Zuo, Qishen Zhao, Kexin Chen, Jiangeng Li, Daoxiong Gong
Off-policy adversarial imitation learning for robotic tasks with low-quality demonstrations. Appl. Soft Comput. 97 (Part B) (2020)
Mingkai Xu, Xingjun Wang, Xiaoqing Zhang, Guangxiang Bin, Ziqian Jia, Kexin Chen
Computation-Efficient Multi-Model Deep Neural Network for Sleep Stage Classification. ASSE (2020)
Chen Xia, Kexin Chen, Kuan Li, Hongxia Li
Identification of Autism Spectrum Disorder via an Eye-Tracking Based Representation Learning Model. ICBRA (2020)
Guoyu Zuo, Kexin Chen, Jiahao Lu, Xiangsheng Huang
Deterministic generative adversarial imitation learning. Neurocomputing 388 (2020)
Jianhua Wang, Dandan Huang, Yao Zhou, Hongcheng Yao, Huanhuan Liu, Sinan Zhai, Chengwei Wu, Zhanye Zheng, Ke Zhao, Zhao Wang, Xianfu Yi, Shijie Zhang, Xiaorong Liu, Zipeng Liu, Kexin Chen, Ying Yu, Pak Chung Sham, Mulin Jun Li
CAUSALdb: a database for disease/trait causal variants identified using summary statistics of genome-wide association studies. Nucleic Acids Res. 48 (Database-Issue) (2020)
Zhong Ji, Kexin Chen, Junyue Wang, Yunlong Yu, Zhongfei Zhang
Multi-modal generative adversarial network for zero-shot learning. Knowl. Based Syst. 197 (2020)
Kexin Chen, Xue Zhou, Chao Liang, Jianxiao Zou
Bidirectional Consistency Constrained Template Update Learning for Siamese Trackers. VCIP (2020)
Kexin Chen, Mei Choi Chiu, Yong Hyun Shin, Hoi Ying Wong
Stochastic Volatility Asymptotics for Optimal Subsistence Consumption and Investment with Bankruptcy. SIAM J. Financial Math. 10 (4) (2019)
Kexin Chen, Mei Choi Chiu, Hoi Ying Wong
Time-Consistent Mean-Variance Pairs-Trading Under Regime-Switching Cointegration. SIAM J. Financial Math. 10 (2) (2019)
Guoyu Zuo, Jiahao Lu, Kexin Chen, Jianjun Yu, Xiangsheng Huang
Accomplishing Robot Grasping Task Rapidly via Adversarial Training. RCAR (2019)
Kexin Chen, Xue Zhou, Qidong Zhou, Hongbing Xu
Adversarial Learning-based Data Augmentation for Rotation-robust Human Tracking. ICASSP (2019)
Kexin Chen, Yi Luo, Liyao Zhuo
The Spatial and Temporal Variation of Land Use in Dianchi Basin Under the Policy Driven by Urban Establishment Up at Mountain. Geoinformatics (2018)
Kexin Chen, Xue Zhou, Wei Xiang, Qidong Zhou
Data Augmentation using GAN for Multi-Domain Network-based Human Tracking. VCIP (2018)
Xue Zhou, Kexin Chen, Qidong Zhou
Human tracking by employing the scene information in underground coal mines. VCIP (2017)
Xue Zhou, Kexin Chen, Qidong Zhou
Superpixel-based level set tracking by integrating appearance and motion. VCIP (2017)
Zaifeng Shi, Kexin Chen, Ke Pang, Jiaping Zhang, Qingjie Cao
A perceptual image quality index based on global and double-random window similarity. Digit. Signal Process. 60 (2017)
Kexin Chen, Shaoyuan Li
Unfalsified Adaptive PID Control for Time-Varying Systems Using a Fading Memory Cost Function. Circuits Syst. Signal Process. 35 (9) (2016)
Yutao Liu, Tianyu Zhou, Kexin Chen, Haibo Chen, Yubin Xia
Thwarting Memory Disclosure with Efficient Hypervisor-enforced Intra-domain Isolation. CCS (2015)