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Jiayi Chen
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Person information
Other persons with the same name
- Jiayi Chen 0001
— University of Waterloo, ON, Canada (and 1 more) - Jiayi Chen 0002
— East China Normal University, Shanghai, China - Jiayi Chen 0003
— Peking University, Beijing, China - Jiayi Chen 0004
— Guangdong Medical University, Zhanjiang, Guangdong, China - Jiayi Chen 0005 — Wuhan University of Science and Technology, Wuhan, China
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2020 – today
- 2026
[j34]Jiayi Chen, Ningzhong Liu
, Han Sun
, Yu Wang:
Freq-DETR: Frequency-aware transformer for real-time small object detection in unmanned aerial vehicle imagery. Expert Syst. Appl. 298: 129710 (2026)- 2025
[j33]Jiayi Chen, Yanbiao Ma
, Wei Dai
, Xiaohua Chen, Shuo Li
:
Exploring Beyond Logits: Hierarchical Dynamic Labeling Based on Embeddings for Semi-Supervised Classification. IEEE Access 13: 54611-54621 (2025)
[j32]Xiao Chen, Qi Yang, Xiaoqi Ge, Jiayi Chen, Haiyan Wang:
Underwater target detection algorithm based on multi-scale feature fusion. Comput. Electr. Eng. 124: 110327 (2025)
[j31]Wei Dai
, Yanbiao Ma
, Jiayi Chen
, Xiaohua Chen, Shuo Li:
Tradeoffs Between Richness and Bias of Augmented Data in Long-Tail Recognition. Entropy 27(2): 201 (2025)
[j30]Jiayi Chen
, Yanbiao Ma
, Wei Dai
, Zhihao Li
:
Masked Channel Modeling Enables Vision Transformers to Learn Better Semantics. Entropy 27(8): 794 (2025)
[j29]Jiayi Chen
, Tingting Tian, Kee-hung Lai
, Christina W. Y. Wong:
A systematic literature review and research agenda on carbon-neutral supply chains. Int. J. Prod. Res. 63(17): 6553-6583 (2025)
[j28]Jiayi Chen
, Shuli Cheng, Liejun Wang
, Yongming Li, Qiang Zou
:
Frequency Decoupling Enhancement and Mamba Depth Extraction-Based Feature Fusion in Transformer Hashing Image Retrieval. Knowl. Based Syst. 310: 113036 (2025)
[j27]Wenti Huang
, Jiayi Chen, Junjie Li, Yiyu Mao, Ningyi Mao:
ES-MRE: Evidence subgraph enhanced reasoning for multimodal relation extraction. Knowl. Based Syst. 325: 113770 (2025)
[j26]Kaiyu Zhang, Ping Xu
, Jiayi Chen, Xiaoli Li:
Wavelet-Enhanced Weighted and Dense Cross-Scope Transformer for Hyperspectral Image Super-Resolution. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 18: 24896-24906 (2025)
[j25]Weibao Xue, Jiaqiu Ai
, Yanan Zhu
, Jiayi Chen, Shuo Zhuang
:
AIS-FCANet: Long-Term AIS Data Assisted Frequency-Spatial Contextual Awareness Network for Salient Ship Detection in SAR Imagery. IEEE Trans. Aerosp. Electron. Syst. 61(5): 15166-15171 (2025)
[j24]Xiao Chen
, Xingwu Chen
, Xiaoqi Ge
, Jiayi Chen
, Haiyan Wang
:
Online Decoupled Distillation Based on Prototype Contrastive Learning for Lightweight Underwater Object Detection Models. IEEE Trans. Geosci. Remote. Sens. 63: 1-14 (2025)
[j23]Jiayi Chen, Zhufang Kuang
, Yuhao Zhang
, Siyu Lin
, Anfeng Liu
:
Blockchain-Enabled Computing Offloading and Resource Allocation in Multi-UAVs MEC Network: A Stackelberg Game Learning Approach. IEEE Trans. Inf. Forensics Secur. 20: 3632-3645 (2025)
[j22]Jiayi Chen
, Benteng Ma
, Hengfei Cui
, Jingfeng Zhang, Yong Xia
:
Active Learning Based on Temporal Difference of Gradient Flow in Thoracic Disease Diagnosis. IEEE J. Biomed. Health Informatics 29(8): 5887-5899 (2025)
[c65]Shihan Dou, Jiayi Chen, Chenhao Huang, Feng Chen, Wei Chengzhi, Huiyuan Zheng, Shichun Liu, Yan Liu, Chenxiao Liu, Chao Xin, Lin Yan, Zongzhang Zhang, Tao Gui, Qi Zhang, Xuanjing Huang:
Lost in the Context: Insufficient and Distracted Attention to Contexts in Preference Modeling. ACL (1) 2025: 5710-5728
[c64]Qiang Zou
, Shuli Cheng, Jiayi Chen:
PromptHash: Affinity-Prompted Collaborative Cross-Modal Learning for Adaptive Hashing Retrieval. CVPR 2025: 19649-19658
[c63]Yanbiao Ma, Wei Dai, Wenke Huang, Jiayi Chen:
Geometric Knowledge-Guided Localized Global Distribution Alignment for Federated Learning. CVPR 2025: 20958-20968
[c62]Divyanshu Saxena
, Jiayi Chen
, Sujay Yadalam
, Yeonju Ro
, Rohit Dwivedula
, Eric Hayden Campbell
, Aditya Akella
, Christopher J. Rossbach
, Michael Swift
:
How I learned to stop worrying and love learned OS policies. HotOS 2025: 1-7
[c61]Yanbiao Ma, Wei Dai, Jiayi Chen:
Pursuing Better Decision Boundaries for Long-Tailed Object Detection via Category Information Amount. ICLR 2025
[c60]Jiayi Chen, Yubin Ke, He Wang:
BODex: Scalable and Efficient Robotic Dexterous Grasp Synthesis Using Bilevel Optimization. ICRA 2025: 1-8
[c59]Jiayi Chen, Ying He, F. Richard Yu:
TagGuideBot: Enhancing Robot Intelligence with Object Tags and VLMs. IROS 2025: 842-849
[c58]Jiayi Chen, Shuai Wang, Guoliang Li, Wei Xu, Guangxu Zhu, Derrick Wing Kwan Ng, ChengZhong Xu:
Opportunistic Collaborative Planning with Large Vision Model Guided Control and Joint Query-Service Optimization. IROS 2025: 951-958
[c57]Wenxuan Song, Jiayi Chen, Pengxiang Ding, Han Zhao, Wei Zhao, Zhide Zhong, Zongyuan Ge, Zhijun Li, Donglin Wang, Lujia Wang, Jun Ma, Haoang Li:
PD-VLA: Accelerating Vision-Language-Action Model Integrated with Action Chunking via Parallel Decoding. IROS 2025: 13162-13169
[c56]Jiayi Chen
, Benteng Ma, Yongsheng Pan, Bin Pu, Hengfei Cui, Yong Xia:
Personalized Federated Side-Tuning for Medical Image Classification. MICCAI (14) 2025: 452-462
[i48]Tingwei Chen, Jiayi Chen, Zijian Zhao, Haolong Chen, Liang Zhang, Guangxu Zhu:
First Token Probability Guided RAG for Telecom Question Answering. CoRR abs/2501.06468 (2025)
[i47]Yanbiao Ma, Wei Dai, Jiayi Chen:
Pursuing Better Decision Boundaries for Long-Tailed Object Detection via Category Information Amount. CoRR abs/2502.03852 (2025)
[i46]Yanbiao Ma, Bowei Liu, Wei Dai, Jiayi Chen, Shuo Li:
Revealing Bias Formation in Deep Neural Networks Through the Geometric Mechanisms of Human Visual Decoupling. CoRR abs/2502.11809 (2025)
[i45]Jiayi Chen, Ruifeng Gao, Jue Wang, Shu Sun, Yi Wu:
Channel Gain Map Construction based on Subregional Learning and Prediction. CoRR abs/2502.15733 (2025)
[i44]Kuan Lok Zhou, Jiayi Chen, Siddharth Suresh, Reuben Narad, Timothy T. Rogers, Lalit K. Jain, Robert D. Nowak, Bob Mankoff, Jifan Zhang:
Bridging the Creativity Understanding Gap: Small-Scale Human Alignment Enables Expert-Level Humor Ranking in LLMs. CoRR abs/2502.20356 (2025)
[i43]Wenxuan Song, Jiayi Chen, Pengxiang Ding, Han Zhao, Wei Zhao, Zhide Zhong, Zongyuan Ge, Jun Ma, Haoang Li:
Accelerating Vision-Language-Action Model Integrated with Action Chunking via Parallel Decoding. CoRR abs/2503.02310 (2025)
[i42]Yanbiao Ma, Wei Dai, Wenke Huang, Jiayi Chen:
Geometric Knowledge-Guided Localized Global Distribution Alignment for Federated Learning. CoRR abs/2503.06457 (2025)
[i41]Qiang Zou, Shuli Cheng, Jiayi Chen:
PromptHash: Affinity-Prompted Collaborative Cross-Modal Learning for Adaptive Hashing Retrieval. CoRR abs/2503.16064 (2025)
[i40]Lizhe Chen, Binjia Zhou, Yuyao Ge, Jiayi Chen, Shiguang NI:
PIS: Linking Importance Sampling and Attention Mechanisms for Efficient Prompt Compression. CoRR abs/2504.16574 (2025)
[i39]Jiayi Chen, Shuai Wang, Guoliang Li, Wei Xu, Guangxu Zhu, Derrick Wing Kwan Ng, Chengzhong Xu:
Opportunistic Collaborative Planning with Large Vision Model Guided Control and Joint Query-Service Optimization. CoRR abs/2504.18057 (2025)
[i38]Jiayi Chen, Yubin Ke, Lin Peng, He Wang:
Dexonomy: Synthesizing All Dexterous Grasp Types in a Grasp Taxonomy. CoRR abs/2504.18829 (2025)
[i37]Siqi Li, Yufan Shen, Xiangnan Chen, Jiayi Chen, Hengwei Ju, Haodong Duan, Song Mao, Hongbin Zhou, Bo Zhang, Bin Fu, Pinlong Cai, Licheng Wen, Botian Shi, Yong Liu, Xinyu Cai, Yu Qiao:
GDI-Bench: A Benchmark for General Document Intelligence with Vision and Reasoning Decoupling. CoRR abs/2505.00063 (2025)
[i36]Shihan Dou, Ming Zhang, Chenhao Huang, Jiayi Chen, Feng Chen, Shichun Liu, Yan Liu, Chenxiao Liu, Cheng Zhong, Zongzhang Zhang, Tao Gui, Chao Xin, Wei Chengzhi, Lin Yan, Qi Zhang, Yonghui Wu, Xuanjing Huang
:
EvaLearn: Quantifying the Learning Capability and Efficiency of LLMs via Sequential Problem Solving. CoRR abs/2506.02672 (2025)
[i35]Jiayi Chen, Junyi Ye, Guiling Wang:
From Standalone LLMs to Integrated Intelligence: A Survey of Compound Al Systems. CoRR abs/2506.04565 (2025)
[i34]Wenxuan Song, Jiayi Chen, Wenxue Li, Xu He, Han Zhao, Can Cui, Pengxiang Ding, Shiyan Su, Feilong Tang, Xuelian Cheng, Donglin Wang, Zongyuan Ge, Xinhu Zheng, Zhe Liu, Hesheng Wang, Haoang Li:
RationalVLA: A Rational Vision-Language-Action Model with Dual System. CoRR abs/2506.10826 (2025)
[i33]Wenxuan Song, Jiayi Chen, Pengxiang Ding, Yuxin Huang, Han Zhao, Donglin Wang, Haoang Li:
CEED-VLA: Consistency Vision-Language-Action Model with Early-Exit Decoding. CoRR abs/2506.13725 (2025)
[i32]Jiayi Chen, Yanbiao Ma, Andi Zhang, Weidong Tang, Wei Dai, Bowei Liu:
Compositional Attribute Imbalance in Vision Datasets. CoRR abs/2506.14418 (2025)
[i31]Reuben Narad, Siddharth Suresh, Jiayi Chen, Pine S. L. Dysart-Bricken, Bob Mankoff, Rob Nowak, Jifan Zhang, Lalit K. Jain:
Which LLMs Get the Joke? Probing Non-STEM Reasoning Abilities with HumorBench. CoRR abs/2507.21476 (2025)
[i30]Jiayi Chen, Jing Li, Guiling Wang:
MARS: A Meta-Adaptive Reinforcement Learning Framework for Risk-Aware Multi-Agent Portfolio Management. CoRR abs/2508.01173 (2025)
[i29]Wenzhuo Qian, Hailiang Zhao, Tianlv Chen, Jiayi Chen, Ziqi Wang, Kingsum Chow, Shuiguang Deng:
Learning Unified System Representations for Microservice Tail Latency Prediction. CoRR abs/2508.01635 (2025)
[i28]Sihan Yang, Huitong Ji, Shaolin Lu, Jiayi Chen, Binxiao Xu, Ming Lu, Yuanxing Zhang, Wenhui Dong, Wentao Zhang:
Small-Large Collaboration: Training-efficient Concept Personalization for Large VLM using a Meta Personalized Small VLM. CoRR abs/2508.07260 (2025)
[i27]Wenxuan Song, Ziyang Zhou
, Han Zhao, Jiayi Chen, Pengxiang Ding, Haodong Yan, Yuxin Huang, Feilong Tang, Donglin Wang, Haoang Li:
ReconVLA: Reconstructive Vision-Language-Action Model as Effective Robot Perceiver. CoRR abs/2508.10333 (2025)
[i26]Yanbiao Ma, Wei Dai, Bowei Liu, Jiayi Chen, Wenke Huang, Guancheng Wan, Zhiwu Lu, Junchi Yan:
Calibrating Biased Distribution in VFM-derived Latent Space via Cross-Domain Geometric Consistency. CoRR abs/2508.13518 (2025)
[i25]Zhide Zhong, Haodong Yan, Junfeng Li, Xiangchen Liu, Xin Gong, Wenxuan Song, Jiayi Chen, Haoang Li:
FlowVLA: Thinking in Motion with a Visual Chain of Thought. CoRR abs/2508.18269 (2025)
[i24]Samuel Yuan, Divyanshu Saxena, Jiayi Chen, Nihal Sharma, Aditya Akella:
A Joint Learning Approach to Hardware Caching and Prefetching. CoRR abs/2510.10862 (2025)
[i23]Shuanghao Bai, Wenxuan Song, Jiayi Chen, Yuheng Ji, Zhide Zhong, Jin Yang, Han Zhao, Wanqi Zhou, Wei Zhao, Zhe Li, Pengxiang Ding, Cheng Chi, Haoang Li, Chang Xu, Xiaolong Zheng, Donglin Wang, Shanghang Zhang, Badong Chen:
Towards a Unified Understanding of Robot Manipulation: A Comprehensive Survey. CoRR abs/2510.10903 (2025)
[i22]Harrison F. Stropkay, Jiayi Chen, Mohammad J. Latifi, Daniel N. Rockmore, Jeremy R. Manning:
A Stylometric Application of Large Language Models. CoRR abs/2510.21958 (2025)
[i21]Jiayi Chen, Wenxuan Song, Pengxiang Ding, Ziyang Zhou, Han Zhao, Feilong Tang, Donglin Wang, Haoang Li:
Unified Diffusion VLA: Vision-Language-Action Model via Joint Discrete Denoising Diffusion Process. CoRR abs/2511.01718 (2025)
[i20]Yingping Yang, Guangtao You, Jiayi Chen, Jiazhou Chen:
HPC-Vis: A Visual Analytic System for Interactive Exploration of Historical Painter Cohorts. CoRR abs/2511.04383 (2025)
[i19]Jiayi Chen, Wei Zhao, Liangwang Ruan, Baoquan Chen, He Wang:
Robust Differentiable Collision Detection for General Objects. CoRR abs/2511.06267 (2025)
[i18]Jiayi Chen, Jieqi Shi, Jing Huo, Chen Wu:
R2Q: Towards Robust 2-Bit Large Language Models via Residual Refinement Quantization. CoRR abs/2511.21736 (2025)- 2024
[j21]Jiayi Chen, Urs Hengartner, Hassan Khan:
SHRIMPS: A framework for evaluating multi-user, multi-modal implicit authentication systems. Comput. Secur. 137: 103594 (2024)
[j20]Qiang Zou
, Shuli Cheng
, Anyu Du
, Jiayi Chen
:
Text-Enhanced Graph Attention Hashing for Cross-Modal Retrieval. Entropy 26(11): 911 (2024)
[j19]Yi Wu, Jiayi Chen, Tianbao Lei, Jiahua Yu, M. Shamim Hossain
:
Web 3.0 security: Backdoor attacks in federated learning-based automatic speaker verification systems in the 6G era. Future Gener. Comput. Syst. 160: 433-441 (2024)
[j18]Runhua Zhang
, Leheng Chen
, Yuanda Hu, Yueyao Zhang, Jiayi Chen, Tianzhan Liang, Xiaohua Sun, Qi Wang
:
Textile-Sensing Wearable Systems for Continuous Motion Angle Estimation: A Systematic Review. Int. J. Hum. Comput. Interact. 40(23): 7819-7839 (2024)
[j17]Enyi Zhou, Zhenghan Li, Dehua Liu, Chaocan Xiang
, Jiayi Chen, Wenhui Cheng:
Balancing Electric Scooter Battery Swapping Network by Spatio-Temporal Recommendation. IEEE Trans. Intell. Transp. Syst. 25(12): 21315-21326 (2024)
[c55]Jiayi Chen, Aidong Zhang:
On Disentanglement of Asymmetrical Knowledge Transfer for Modality-Task Agnostic Federated Learning. AAAI 2024: 11311-11319
[c54]Jiayi Chen
, Benteng Ma, Hengfei Cui, Yong Xia:
Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts. CVPR 2024: 11439-11449
[c53]Jiayi Chen
, Huiyuan Zhao
, Zhichuang Li
, Jiahang Wang
, Haohua Liang
:
YOLOv7-AD: An Efficient and Accurate Underwater Object Detection Algorithm Based on YOLOv7. EITCE 2024: 859-868
[c52]Jiayi Chen, Aidong Zhang:
FedMBridge: Bridgeable Multimodal Federated Learning. ICML 2024
[c51]Jiayi Chen, Rong Quan, Jie Qin:
Cross-Domain Few-Shot Semantic Segmentation via Doubly Matching Transformation. IJCAI 2024: 641-649
[c50]Jiayi Chen
, Benteng Ma, Hengfei Cui, Yong Xia:
FedEvi: Improving Federated Medical Image Segmentation via Evidential Weight Aggregation. MICCAI (10) 2024: 361-372
[c49]Jifan Zhang, Lalit K. Jain, Yang Guo, Jiayi Chen, Kuan Lok Zhou, Siddharth Suresh, Andrew Wagenmaker, Scott Sievert, Timothy T. Rogers, Kevin G. Jamieson, Bob Mankoff, Robert Nowak:
Humor in AI: Massive Scale Crowd-Sourced Preferences and Benchmarks for Cartoon Captioning. NeurIPS 2024
[c48]Zhen Shao, Rui Zhang, Lin Zhang, Jiayi Chen:
Digitally enabled community platform and user creativity: perspectives on community identification. PACIS 2024
[c47]Christian Maximilian Karle, Marc Neu
, Benjamin Nuss, Jiayi Chen, Lukas Witte, Andre Scheder, Tanja Harbaum, Jürgen Becker:
Modular Hardware Design for High-Performance MIMO-Capable SDR Systems to Accelerate 6G Development. SOCC 2024: 1-6
[c46]Siwei Tang, Kunrui Cao
, Lin Zhang, Lu Lv, Jingyu Chen
, Jiayi Chen:
STAR-RIS Aided Secure Wireless Powered Communication with Indoor and Outdoor Users. WCNC 2024: 1-6
[i17]Haoyu Li, Yuchen Xu, Jiayi Chen, Rohit Dwivedula, Wenfei Wu, Keqiang He, Aditya Akella, Daehyeok Kim
:
Accelerating Distributed Deep Learning using Lossless Homomorphic Compression. CoRR abs/2402.07529 (2024)
[i16]Jiayi Chen, Rong Quan, Jie Qin:
Cross-Domain Few-Shot Semantic Segmentation via Doubly Matching Transformation. CoRR abs/2405.15265 (2024)
[i15]Jifan Zhang, Lalit K. Jain, Yang Guo, Jiayi Chen, Kuan Lok Zhou, Siddharth Suresh, Andrew Wagenmaker, Scott Sievert, Timothy T. Rogers, Kevin Jamieson, Robert Mankoff, Robert Nowak:
Humor in AI: Massive Scale Crowd-Sourced Preferences and Benchmarks for Cartoon Captioning. CoRR abs/2406.10522 (2024)
[i14]Dazhi Huang, Pengcheng Xu, Xiaocheng Huang, Jiayi Chen:
Exploring applications of topological data analysis in stock index movement prediction. CoRR abs/2411.13881 (2024)
[i13]Jiayi Chen, Chen Wu, Shaoqun Zhang, Nan Li, Liangjie Zhang, Qi Zhang:
Efficient Ternary Weight Embedding Model: Bridging Scalability and Performance. CoRR abs/2411.15438 (2024)
[i12]Jiayi Chen, Yubin Ke, He Wang:
BODex: Scalable and Efficient Robotic Dexterous Grasp Synthesis Using Bilevel Optimization. CoRR abs/2412.16490 (2024)- 2023
[j16]Jiayi Chen:
Multi-user communications for line-of-sight large intelligent surface systems. EURASIP J. Adv. Signal Process. 2023(1): 129 (2023)
[j15]Jiayi Chen, Xihua Li
:
Doctors ranking through heterogeneous information: The new score functions considering patients' emotional intensity. Expert Syst. Appl. 219: 119620 (2023)
[j14]Xing Yan
, Jiayi Chen, Chen Zuo, Yize Jiang, Bin He:
Spectral Deconvolution Algorithm for Global Fine-Mode Aerosol Retrieval in the 1990s Using Dual-Angle Satellite Aerosol Data. IEEE Trans. Geosci. Remote. Sens. 61: 1-11 (2023)
[c45]Lijun Yu
, Jin Miao, Xiaoyu Sun, Jiayi Chen, Alexander G. Hauptmann, Hanjun Dai, Wei Wei:
DocumentNet: Bridging the Data Gap in Document Pre-training. EMNLP (Industry Track) 2023: 707-722
[c44]Jiayi Chen, Hanjun Dai, Bo Dai, Aidong Zhang, Wei Wei:
On Task-personalized Multimodal Few-shot Learning for Visually-rich Document Entity Retrieval. EMNLP (Findings) 2023: 9006-9025
[c43]Kexuan Chen
, Jiayi Chen
:
GPU Job Scheduling based on Deep Reinforcement Learning. HP3C 2023: 34-45
[c42]Qianyuan Zhang, Desheng Wan, Hao Chen, Lianghua Cheng, Jiayi Chen, Chaocan Xiang:
Spatio-Temporal Fusion Based Low-Loss Video Compression Algorithm for UAVs with Limited Processing Capability. ICA3PP (3) 2023: 191-211
[c41]Jinling Xu
, Jiayi Chen
, Wanqi Luo
:
Research on Identification and Prediction of Financial Fraud of Listed Companies Based on Machine Learning. ICCPR 2023: 87-94
[c40]Guangda Chen
, Yinghao Gan, Jiayi Chen, Shuanwu Shi, Wei Chen, Yingfeng Chen, Rong Xiong, Changjie Fan:
Modeling and Control of General Hydraulic Excavator for Human-in-the-loop Automation. ICTAI 2023: 708-716
[c39]Jiayi Chen, Maxime Vacheron, Bruno Chianca Ferreira, Guthemberg Silvestre:
Assessing Distributed Consensus Performance on Mobile Cyber-Physical System Swarms. IWCMC 2023: 650-656
[c38]Jiayi Chen
, Aidong Zhang
:
On Hierarchical Disentanglement of Interactive Behaviors for Multimodal Spatiotemporal Data with Incompleteness. KDD 2023: 213-225
[c37]Jiayi Chen, Xiaoming Liu, Chao Yang, Jing Jin, Zhongyuan Chang, Jianjun Zhou:
Predictive LSB-First Successive Approximation for SAR Analog-to-Digital Converters. MWSCAS 2023: 118-122
[c36]Jiahang Wang, Lili Wang, Chun Yang, Jiayi Chen, Zhenbo Wang, Zizhao Yuan:
A Model for Underwater Image Restoration Based on Color Information. RICAI 2023: 1031-1038
[c35]Jiayi Chen
, Nihal Sharma
, Tarannum Khan
, Shu Liu
, Brian Chang
, Aditya Akella
, Sanjay Shakkottai
, Ramesh K. Sitaraman
:
Darwin: Flexible Learning-based CDN Caching. SIGCOMM 2023: 981-999
[c34]Zhisen Huang, Chongtao Guo, Jiayi Chen, Bin Liao:
AoI-Aware Dynamic User Scheduling in Vehicular Networks Based on Soft Reinforcement Learning. VTC Fall 2023: 1-6
[i11]Yanfang Le, Jeongkeun Lee, Jeremias Blendin, Jiayi Chen, Georgios Nikolaidis, Rong Pan, Robert Soulé, Aditya Akella, Pedro Yebenes Segura, Arjun Singhvi, Yuliang Li, Qingkai Meng, Changhoon Kim, Serhat Arslan
:
SFC: Near-Source Congestion Signaling and Flow Control. CoRR abs/2305.00538 (2023)
[i10]Lijun Yu
, Jin Miao, Xiaoyu Sun, Jiayi Chen, Alexander G. Hauptmann, Hanjun Dai, Wei Wei:
Document Entity Retrieval with Massive and Noisy Pre-training. CoRR abs/2306.08937 (2023)
[i9]Keira Behal, Jiayi Chen, Caleb Fikes, Sophia Xiao:
MCRAGE: Synthetic Healthcare Data for Fairness. CoRR abs/2310.18430 (2023)
[i8]Jiayi Chen, Hanjun Dai, Bo Dai, Aidong Zhang, Wei Wei:
On Task-personalized Multimodal Few-shot Learning for Visually-rich Document Entity Retrieval. CoRR abs/2311.00693 (2023)
[i7]Jiayi Chen, Benteng Ma, Hengfei Cui, Yong Xia, Kwang-Ting Cheng:
Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts. CoRR abs/2312.02567 (2023)
[i6]Divyanshu Saxena, Nihal Sharma, Donghyun Kim
, Rohit Dwivedula, Jiayi Chen, Chenxi Yang, Sriram Ravula, Zichao Hu, Aditya Akella, Sebastian Angel, Joydeep Biswas, Swarat Chaudhuri, Isil Dillig, Alex Dimakis, Philip Brighten Godfrey, Daehyeok Kim
, Christopher J. Rossbach, Gang Wang:
On a Foundation Model for Operating Systems. CoRR abs/2312.07813 (2023)- 2022
[j13]Xiaoling Lu, Yuxuan Guo, Jiayi Chen, Feifei Wang
:
Topic change point detection using a mixed Bayesian model. Data Min. Knowl. Discov. 36(1): 146-173 (2022)
[j12]Jiachen Yu, Li Jin, Jiayi Chen, Youzi Xiao, Zhiqiang Tian, Xuguang Lan:
Deep semantic space guided multi-scale neural style transfer. Multim. Tools Appl. 81(3): 3915-3938 (2022)
[j11]Jie Cui
, Jiayi Chen, Hong Zhong
, Jing Zhang, Lu Liu
:
Reliable and Efficient Content Sharing for 5G-Enabled Vehicular Networks. IEEE Trans. Intell. Transp. Syst. 23(2): 1247-1259 (2022)
[c33]Jiayi Chen, Zhixing Wang, Yuchen Jiang, Jun Pang, Tian Zhang, Minxue Pan, Jianwen Sun:
NEGAR: Network Embedding Guided Architecture Recovery for Software Systems. APSEC 2022: 367-376
[c32]Jiayi Chen, Xiaoyu Guo
, Yuan-Fang Li, Gholamreza Haffari:
Teaching Neural Module Networks to Do Arithmetic. COLING 2022: 1502-1510
[c31]Zhehan Wang, Dingxuan Kang, Jiayi Chen, Xiao Xu, Xu Jing, Li Tao
:
Strain-regulated flexible molecular sensors enabled by 2D PtTe2. ICTA 2022: 131-132
[c30]Jiayi Chen, Aidong Zhang:
FedMSplit: Correlation-Adaptive Federated Multi-Task Learning across Multimodal Split Networks. KDD 2022: 87-96
[c29]Jiayi Chen, Urs Hengartner, Hassan Khan:
Sharing without Scaring: Enabling Smartphones to Become Aware of Temporary Sharing. SOUPS @ USENIX Security Symposium 2022: 671-685
[c28]Jiayi Chen, Aidong Zhang:
Topological Transduction for Hybrid Few-shot Learning. WWW 2022: 3134-3142
[i5]Fei Shen, Zhe Wang, Zijun Wang, Xiaode Fu, Jiayi Chen, Xiaoyu Du:
A Competitive Method for Dog Nose-print Re-identification. CoRR abs/2205.15934 (2022)
[i4]Jiayi Chen, Xiaoyu Guo, Yuan-Fang Li, Gholamreza Haffari:
Teaching Neural Module Networks to Do Arithmetic. CoRR abs/2210.02703 (2022)- 2021
[j10]Wenhao Fan
, Junting Han, Jiayi Chen, Yuan'an Liu, Fan Wu:
Probabilistic computation offloading and data caching assisted by mobile-edge-computing-enabled base stations. Ann. des Télécommunications 76(7-8): 447-465 (2021)
[j9]Jiayi Chen, Yun Tian
:
Maximum Number of Small Limit Cycles in Some Rational Liénard Systems with Cubic Restoring Terms. Int. J. Bifurc. Chaos 31(12): 2150176:1-2150176:9 (2021)
[c27]Zhixin Liu, Yaming Zheng, Dongliang Wang, Jiayi Chen, Jiawei Tian
, Qilong Gong:
Using Systematic Clustering to Improve Innovation and Enterprise Curriculum Keyword Selection in Search Engine Optimization. AIAM (IEEE) 2021: 490-495
[c26]Jiayi Chen, Aidong Zhang:
HetMAML: Task-Heterogeneous Model-Agnostic Meta-Learning for Few-Shot Learning Across Modalities. CIKM 2021: 191-200
[c25]Jiayi Chen, Zhiguang Hu, Mei Bai:
AutoEncoder Network-based Pipeline for Abnormal Enterprise Data Mining. ICCBD 2021: 8-14
[c24]Guannan Wang, Wenjia Wang, Xueliang Song, Jiayi Chen:
Machine Learning-based Pipeline for Enterprise Cross-department Conflict Data Management. ICCBD 2021: 33-36
[c23]Peng Luo, Jiayi Chen, Jian Li:
Enterprise big data management based on Knowledge Graph. ICCBD 2021: 54-59
[c22]Hui Wang, Demin Yao, Jiayi Chen, Yanjing Liu, Wensheng Li, Yonghong Shi:
2d-3d Hierarchical Feature Fusion Network For Segmentation Of Bone Structure In Knee Mr Image. ISBI 2021: 575-578
[i3]Jiayi Chen, Aidong Zhang:
HetMAML: Task-Heterogeneous Model-Agnostic Meta-Learning for Few-Shot Learning Across Modalities. CoRR abs/2105.07889 (2021)- 2020
[j8]Xue Jiang
, Jiayi Chen, Xingzhao Liu
, Abdelhak M. Zoubir
, Zhixin Zhou:
Phase-Only Robust Minimum Dispersion Beamforming. IEEE Trans. Signal Process. 68: 5664-5679 (2020)
[c21]Mingcong Cao, Jiayi Chen, Junmin Wang:
A Novel Vehicle Tracking Method for Cross-Area Sensor Fusion with Reinforcement Learning Based GMM. ACC 2020: 442-447
[c20]Xue Jiang, Wen-Jun Zeng, Jiayi Chen, Abdelhak M. Zoubir, Xingzhao Liu:
Blind Equalization Via Polynomial Optimization. EUSIPCO 2020: 1946-1950
[c19]Jiayi Chen, Aidong Zhang:
HGMF: Heterogeneous Graph-based Fusion for Multimodal Data with Incompleteness. KDD 2020: 1295-1305
[c18]Jiayi Chen, Urs Hengartner, Hassan Khan, Mohammad Mannan:
Chaperone: Real-time Locking and Loss Prevention for Smartphones. USENIX Security Symposium 2020: 325-342
2010 – 2019
- 2019
[c17]Xue Jiang, Jiayi Chen, Xingzhao Liu, Abdelhak M. Zoubir:
Phase-only Robust Minimum Dispersion Beamforming. ICASSP 2019: 4340-4344
[c16]Shingo Murata, Wataru Masuda, Jiayi Chen, Hiroaki Arie, Tetsuya Ogata, Shigeki Sugano
:
Achieving Human-Robot Collaboration with Dynamic Goal Inference by Gradient Descent. ICONIP (2) 2019: 579-590
[c15]Wenhao Fan, Jiayi Chen, Fan Wu, Bihua Tang:
Compensational Computation Offloading for Maximizing Lifetime of Edge Networks. VTC Spring 2019: 1-5
[i2]Hao Zhang, Jiayi Chen, Haotian Xue, Quanshi Zhang:
Towards a Unified Evaluation of Explanation Methods without Ground Truth. CoRR abs/1911.09017 (2019)- 2018
[j7]Xue Jiang
, Jiayi Chen, Hing-Cheung So
, Xingzhao Liu:
Large-Scale Robust Beamforming via ℓ∞-Minimization. IEEE Trans. Signal Process. 66(14): 3824-3837 (2018)
[c14]Yinshu Zhang, Jiayi Chen, Xiangyu Si, Zhiqiang Tian, Xuguang Lan:
Image Artistic Style Transfer Based on Color Distribution Preprocessing. ICCSIP (1) 2018: 155-164
[c13]Jiachen Yu, Li Jin, Jiayi Chen, Zhiqiang Tian, Xuguang Lan:
Multi-scale Neural Style Transfer Based on Deep Semantic Matching. ICCSIP (2) 2018: 185-196
[c12]Jiajun Gao, Yongxin Zhu, Meikang Qiu, Kuen Hung Tsoi, Xinyu Niu, Wayne Luk, Ruizhe Zhao, Zhiqiang Que, Wei Mao, Can Feng, Xiaowen Zha, Guobao Deng, Jiayi Chen, Tao Liu:
Reconfigurable Hardware Generation for Tensor Flow Models of CNN Algorithms on a Heterogeneous Acceleration Platform. SmartCom 2018: 87-96
[c11]Hanlin Zhu, Yongxin Zhu, Di Wu, Hui Wang, Li Tian, Wei Mao, Can Feng, Xiaowen Zha, Guobao Deng, Jiayi Chen, Tao Liu, Xinyu Niu, Kuen Hung Tsoi, Wayne Luk:
Correlation Coefficient Based Cluster Data Preprocessing and LSTM Prediction Model for Time Series Data in Large Aircraft Test Flights. SmartCom 2018: 376-385- 2017
[j6]Nan Su, Kun Wang, Xiaoshan Yu, Huaxi Gu, Yantao Guo, Jiayi Chen:
BARR: Congestion aware scheduling algorithm for Network-on-Chip router. IEICE Electron. Express 14(3): 20161247 (2017)
[c10]Jiayi Chen, Shengli Zhang:
LoS communications using large circular array for mmWave C-RAN network. PIMRC 2017: 1-6- 2016
[j5]Kaibin Huang
, Jiayi Chen, Vincent K. N. Lau:
Communication Using a Large-Scale Array of Ubiquitous Antennas: A Geometry Approach. IEEE Trans. Signal Process. 64(14): 3635-3650 (2016)
[c9]Jiayi Chen, Xuguang Lan, Meng Yang:
Efficient detail-enhanced exposure correction based on auto-fusion for LDR image. MMSP 2016: 1-5
[c8]Jiayi Chen:
DoF region for two-cell multiuser MIMO uplink channels. SPAWC 2016: 1-6- 2015
[c7]Kaibin Huang, Jiayi Chen, Vincent K. N. Lau:
Communications using ubiquitous antennas: Free-space propagation. ICC 2015: 4387-4393- 2014
[j4]Jing Guo, Qinling Huang, Jiayi Chen:
A study of UHF-RFID data model construction in university libraries. Electron. Libr. 32(5): 726-741 (2014)
[j3]Jiayi Chen, Q. T. Zhang, Guanrong Chen
:
Joint Space Decomposition-and-Synthesis Approach and Achievable DoF Regions for K -User MIMO Interference Channels. IEEE Trans. Signal Process. 62(9): 2304-2316 (2014)
[j2]Keith Q. T. Zhang, Jiayi Chen, Hongbo Zhu:
Network convergence: theory, architectures, and applications. IEEE Wirel. Commun. 21(6): 48-53 (2014)
[c6]Qiuyu Xiao, Jiayi Chen, Le Yu, Huaxin Li, Haojin Zhu
, Muyuan Li, Kui Ren
:
POSTER: LocMask: A Location Privacy Protection Framework in Android System. CCS 2014: 1526-1528
[i1]Kaibin Huang, Jiayi Chen, Vincent K. N. Lau:
Communications Using Ubiquitous Antennas: Free-Space Propagation. CoRR abs/1410.0917 (2014)- 2012
[j1]Jiayi Chen, Minhua Ding
, Q. T. Zhang:
Interference Statistics and Performance Analysis of MIMO Ad Hoc Networks in Binomial Fields. IEEE Trans. Veh. Technol. 61(5): 2033-2043 (2012)- 2011
[c5]Jiayi Chen, Q. T. Zhang, Minhua Ding
:
Interference analysis and outage performance of finite multi-antenna ad hoc networks. IWCMC 2011: 1618-1623
2000 – 2009
- 2003
[c4]Jiayi Chen, Tele Tan:
An Improved Method for Image Retrieval Using Speech Annotation. MMM 2003: 15-32- 2002
[c3]Tele Tan, Jiayi Chen, Philippe Mulhem:
SmartAlbum - Towards Unification of Approaches for Image Retrieval. ICPR (3) 2002: 983-986
[c2]Tele Tan, Jiayi Chen, Philippe Mulhem, Mohan S. Kankanhalli
:
SmartAlbum: a multi-modal photo annotation system. ACM Multimedia 2002: 87-88- 2001
[c1]Jiayi Chen, Tele Tan, Philippe Mulhem:
A Method for Photograph Indexing Using Speech Annotation. IEEE Pacific Rim Conference on Multimedia 2001: 867-872
Coauthor Index

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