Xiangyi Chen

57 papers A* 6A 5B 1C 1Misc 1Journal 35Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adaptive Timescale Hierarchical Learning for Energy-Efficient Service Deployment and Delivery in MEC.
IEEE Trans. Serv. Comput.
Xiangyi Chen, Guangjie Han, Huanlai Xing, Yuanguo Bi, Xingwei Wang
2026 J jnl
Age-of-Information-Aware Hierarchical Collaborative Inference in Digital Twin-Enabled Vehicular Edge Computing.
IEEE Trans. Netw. Sci. Eng.
Xiangyi Chen, Huanlai Xing, Qinnan Zhang, Zehui Xiong, Yuanguo Bi, Xingwei Wang
2026 J jnl
Face De-Identification: State-of-the-Art Methods and Comparative Studies.
IEEE Trans. Broadcast.
Jingyi Cao, Bo Liu, Xiangyi Chen, Ming Ding, Rong Xie, Li Song, Zhu Li, Wenjun Zhang, Yiyan Wu
2026 J jnl
Intelligent development of manufacturing enterprises and supply chain Resilience: A perspective based on internal capabilities and external linkages.
Expert Syst. Appl.
Siwen Wang, Xiangyi Chen, Na Han
2026 J jnl
Model Migration in Digital Twin-Empowered Vehicular Edge Computing With AoI-Aware Decentralized Bilevel Learning.
IEEE Trans. Mob. Comput.
Xiangyi Chen, Yuanguo Bi, Huanlai Xing, Danyang Zheng, Mahesh K. Marina
2025 — conf
DTSAT-DRQN: A Novel DRQN-Enhanced Chaos Communication Strategy with Dual-TCN.
ICONIP (4)
Siyu Hu, Wang Yu, Jiqiang Liu, Xiaoqiang Zhu, Zhenyan Ji, Chenyang Wang, Xiangyi Chen
2025 A* conf
DiffFERV: Diffusion-based Facial Editing of Real Videos.
IJCAI
Xiangyi Chen, Han Xue, Li Song
2025 A conf
FAST: Facial Avatar Animation via Spatial-Temporal Aggregation.
ICME
Gangyi Hong, Ming Lu, Senmao Tian, Xiangyi Chen, Hui Zhang
2025 J jnl
On Robustness of Adaptive Feedback Control for Stock Trading With Time-Varying Price Dynamics.
IEEE Trans. Autom. Control.
Xiangyi Chen, Feng Zhu
2025 J jnl
Optimizing Multi-DNN Parallel Inference Performance in MEC Networks: A Resource-Aware and Dynamic DNN Deployment Scheme.
IEEE Trans. Computers
Tong Zheng, Yuanguo Bi, Guangjie Han, Xingwei Wang, Yuheng Liu, Yufei Liu, Xiangyi Chen
2025 A conf
PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform.
RecSys
Xiangyi Chen, Kousik Rajesh, Matthew Lawhon, Zelun Wang, Hanyu Li, Haomiao Li, Saurabh Vishwas Joshi, Pong Eksombatchai, Jaewon Yang, Yi-Ping Hsu, Jiajing Xu, Charles Rosenberg
2025 J jnl
PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform.
CoRR
Xiangyi Chen, Kousik Rajesh, Matthew Lawhon, Zelun Wang, Hanyu Li, Haomiao Li, Saurabh Vishwas Joshi, Pong Eksombatchai, Jaewon Yang, Yi-Ping Hsu, Jiajing Xu, Charles Rosenberg
2025 J jnl
Privacy Preserving Conversion Modeling in Data Clean Room.
CoRR
Kungang Li, Xiangyi Chen, Ling Leng, Jiajing Xu, Jiankai Sun, Behnam Rezaei
2025 J jnl
Security Enhanced Computation Offloading for Collaborative Inference at Semantic-Communication-Empowered Edge.
IEEE Trans. Mob. Comput.
Jincheng Peng, Huanlai Xing, Xiangyi Chen, Yang Li, Yunhe Cui, Danyang Zheng, Laha Ale, Li Feng
2025 J jnl
Toward Prompt Chain Deployment in Zero Trust-Enabled Compute First Networks.
IEEE Trans. Consumer Electron.
Ying Li, Danyang Zheng, He Fang, Huanlai Xing, Xiangyi Chen, Xiaojun Cao
2025 J jnl
VUGEN: Visual Understanding priors for GENeration.
CoRR
Xiangyi Chen, Théophane Vallaeys, Maha Elbayad, John Nguyen, Jakob Verbeek
2024 J jnl
A Novel Multimodal Long-Term Trajectory Prediction Scheme for Heterogeneous User Behavior Patterns.
IEEE Trans. Mob. Comput.
Yufei Liu, Yuanguo Bi, Xiaoming Yuan, Dusit Niyato, Kaiqi Yang, Xiangyi Chen, Liang Zhao
2024 B conf
Energy-efficient Service Deployment Based on Multi-Dimensional Features in Mobile Edge Computing: A Learning-Based Approach.
GLOBECOM
Xiangyi Chen, Yang Li, Huanlai Xing, Danyang Zheng, Min Li, Lexi Xu, Hai Zhao
2024 J jnl
Face De-identification: State-of-the-art Methods and Comparative Studies.
CoRR
Jingyi Cao, Xiangyi Chen, Bo Liu, Ming Ding, Rong Xie, Li Song, Zhu Li, Wenjun Zhang
2024 J jnl
Federated Learning With Dynamic Epoch Adjustment and Collaborative Training in Mobile Edge Computing.
IEEE Trans. Mob. Comput.
Tianao Xiang, Yuanguo Bi, Xiangyi Chen, Yuan Liu, Boyang Wang, Xuemin Shen, Xingwei Wang
2024 A conf
Privacy Preserving Conversion Modeling in Data Clean Room.
RecSys
Kungang Li, Xiangyi Chen, Ling Leng, Jiajing Xu, Jiankai Sun, Behnam Rezaei
2023 A conf
Face Aging via Diffusion-based Editing.
BMVC
Xiangyi Chen, Stéphane Lathuilière
2023 J jnl
Face Aging via Diffusion-based Editing.
CoRR
Xiangyi Chen, Stéphane Lathuilière
2023 J jnl
Traffic Prediction-Assisted Federated Deep Reinforcement Learning for Service Migration in Digital Twins-Enabled MEC Networks.
IEEE J. Sel. Areas Commun.
Xiangyi Chen, Guangjie Han, Yuanguo Bi, Zimeng Yuan, Mahesh K. Marina, Yufei Liu, Hai Zhao
2022 J jnl
Distributed Adversarial Training to Robustify Deep Neural Networks at Scale.
CoRR
Gaoyuan Zhang, Songtao Lu, Yihua Zhang, Xiangyi Chen, Pin-Yu Chen, Quanfu Fan, Lee Martie, Lior Horesh, Mingyi Hong, Sijia Liu
2022 J jnl
Distributed Computation Offloading and Trajectory Optimization in Multi-UAV-Enabled Edge Computing.
IEEE Internet Things J.
Xiangyi Chen, Yuanguo Bi, Guangjie Han, Dongyu Zhang, Minghan Liu, Han Shi, Hai Zhao, Fengyun Li
2022 A conf
Distributed adversarial training to robustify deep neural networks at scale.
UAI
Gaoyuan Zhang, Songtao Lu, Yihua Zhang, Xiangyi Chen, Pin-Yu Chen, Quanfu Fan, Lee Martie, Lior Horesh, Mingyi Hong, Sijia Liu
2022 J jnl
Dynamic Service Migration and Request Routing for Microservice in Multicell Mobile-Edge Computing.
IEEE Internet Things J.
Xiangyi Chen, Yuanguo Bi, Xueping Chen, Hai Zhao, Nan Cheng, Fuliang Li, Wenlin Cheng
2022 J jnl
HIT 2.0: an enhanced platform for Herbal Ingredients' Targets.
Nucleic Acids Res.
Deyu Yan, Genhui Zheng, Caicui Wang, Zikun Chen, Tiantian Mao, Jian Gao, Yu Yan, Xiangyi Chen, Xuejie Ji, Jinyu Yu, Saifeng Mo, Haonan Wen, Wenhao Han, Mengdi Zhou, Yuan Wang, Jun Wang, Kailin Tang, Zhiwei Cao
2022 C conf
On the Convergence of Decentralized Adaptive Gradient Methods.
ACML
Xiangyi Chen, Belhal Karimi, Weijie Zhao, Ping Li
2022 A* conf
Understanding Clipping for Federated Learning: Convergence and Client-Level Differential Privacy.
ICML
Xinwei Zhang, Xiangyi Chen, Mingyi Hong, Steven Wu, Jinfeng Yi
2021 J jnl
Deep Learning-Based Traffic Prediction for Energy Efficiency Optimization in Software-Defined Networking.
IEEE Syst. J.
Xiangyi Chen, Xingwei Wang, Bo Yi, Qiang He, Min Huang
2021 J jnl
On the Convergence of Decentralized Adaptive Gradient Methods.
CoRR
Xiangyi Chen, Belhal Karimi, Weijie Zhao, Ping Li
2021 J jnl
Toward Communication Efficient Adaptive Gradient Method.
CoRR
Xiangyi Chen, Xiaoyun Li, Ping Li
2021 J jnl
Understanding Clipping for Federated Learning: Convergence and Client-Level Differential Privacy.
CoRR
Xinwei Zhang, Xiangyi Chen, Mingyi Hong, Zhiwei Steven Wu, Jinfeng Yi
2020 A* conf
Distributed Training with Heterogeneous Data: Bridging Median- and Mean-Based Algorithms.
NeurIPS
Xiangyi Chen, Tiancong Chen, Haoran Sun, Zhiwei Steven Wu, Mingyi Hong
2020 A* conf
Min-Max Optimization without Gradients: Convergence and Applications to Black-Box Evasion and Poisoning Attacks.
ICML
Sijia Liu, Songtao Lu, Xiangyi Chen, Yao Feng, Kaidi Xu, Abdullah Al-Dujaili, Mingyi Hong, Una-May O'Reilly
2020 J jnl
Private Stochastic Non-Convex Optimization: Adaptive Algorithms and Tighter Generalization Bounds.
CoRR
Yingxue Zhou, Xiangyi Chen, Mingyi Hong, Zhiwei Steven Wu, Arindam Banerjee
2020 — conf
Toward Communication Efficient Adaptive Gradient Method.
FODS
Xiangyi Chen, Xiaoyun Li, Ping Li
2020 A* conf
Understanding Gradient Clipping in Private SGD: A Geometric Perspective.
NeurIPS
Xiangyi Chen, Zhiwei Steven Wu, Mingyi Hong
2020 J jnl
Understanding Gradient Clipping in Private SGD: A Geometric Perspective.
CoRR
Xiangyi Chen, Zhiwei Steven Wu, Mingyi Hong
2019 Misc conf
Alternating Gradient Descent Ascent for Nonconvex Min-Max Problems in Robust Learning and GANs.
ACSSC
Songtao Lu, Rahul Singh, Xiangyi Chen, Yongxin Chen, Mingyi Hong
2019 J jnl
Distributed Training with Heterogeneous Data: Bridging Median- and Mean-Based Algorithms.
CoRR
Xiangyi Chen, Tiancong Chen, Haoran Sun, Zhiwei Steven Wu, Mingyi Hong
2019 J jnl
Min-Max Optimization without Gradients: Convergence and Applications to Adversarial ML.
CoRR
Sijia Liu, Songtao Lu, Xiangyi Chen, Yao Feng, Kaidi Xu, Abdullah Al-Dujaili, Mingyi Hong, Una-May O'Reilly
2019 — conf
On the Convergence of A Class of Adam-Type Algorithms for Non-Convex Optimization.
ICLR (Poster)
Xiangyi Chen, Sijia Liu, Ruoyu Sun, Mingyi Hong
2019 A* conf
ZO-AdaMM: Zeroth-Order Adaptive Momentum Method for Black-Box Optimization.
NeurIPS
Xiangyi Chen, Sijia Liu, Kaidi Xu, Xingguo Li, Xue Lin, Mingyi Hong, David D. Cox
2019 J jnl
ZO-AdaMM: Zeroth-Order Adaptive Momentum Method for Black-Box Optimization.
CoRR
Xiangyi Chen, Sijia Liu, Kaidi Xu, Xingguo Li, Xue Lin, Mingyi Hong, David D. Cox
2019 — conf
signSGD via Zeroth-Order Oracle.
ICLR (Poster)
Sijia Liu, Pin-Yu Chen, Xiangyi Chen, Mingyi Hong
2018 J jnl
Joint Transmit Beamforming and Antenna Selection in MIMO Systems.
IEEE Wirel. Commun. Lett.
Mingjie Zhao, Xiangyi Chen, Qingjiang Shi, WeiQiang Xu
2018 J jnl
Learning to Optimize: Training Deep Neural Networks for Interference Management.
IEEE Trans. Signal Process.
Haoran Sun, Xiangyi Chen, Qingjiang Shi, Mingyi Hong, Xiao Fu, Nicholas D. Sidiropoulos
2018 J jnl
On the Convergence of A Class of Adam-Type Algorithms for Non-Convex Optimization.
CoRR
Xiangyi Chen, Sijia Liu, Ruoyu Sun, Mingyi Hong
2017 J jnl
Learning to Optimize: Training Deep Neural Networks for Wireless Resource Management.
CoRR
Haoran Sun, Xiangyi Chen, Qingjiang Shi, Mingyi Hong, Xiao Fu, Nikos D. Sidiropoulos
2017 — conf
Learning to optimize: Training deep neural networks for wireless resource management.
SPAWC
Haoran Sun, Xiangyi Chen, Qingjiang Shi, Mingyi Hong, Xiao Fu, Nikos D. Sidiropoulos
2017 — conf
Secret-Sharing Approach for Detecting Compromised Mobile Sink in Unattended Wireless Sensor Networks.
MSN
Xiangyi Chen, Liangmin Wang
2013 J jnl
Detecting and Defending against Replication Attacks in Wireless Sensor Networks.
Int. J. Distributed Sens. Networks
Xiangyi Chen, Lixia Meng, Yong-Zhao Zhan
2009 — conf
Rank Aggregation to Combine QoS in Web Search.
APWeb/WAIM
Xiangyi Chen, Chen Ding
2008 — conf
QoS Based Ranking for Web Search.
Web Intelligence
Xiangyi Chen, Chen Ding