Junxiao Wang

78 papers A* 9A 1C 2Misc 1Journal 54Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
A consistency regularization training method for automatic modulation classification under incomplete information.
Pattern Recognit.
Chen Yang, Yuanfeng Wu, Shuai Xiong, Junxiao Wang, Shuyuan Yang, Zhixi Feng, Yiwen Yang, Jie Sun
2026 J jnl
Federated Learning on Heterogeneous and Long-Tailed Data via Disentangled Representation.
IEEE Trans. Mob. Comput.
Yizhi Zhou, Junxiao Wang, Yuchen Qin, Xin Xie, Zhipeng Song, Heng Qi
2026 J jnl
Progressive cross-validation learning for signal classification with noisy labels.
Pattern Recognit.
Chen Yang, Shuai Xiong, Yuanfeng Wu, Shuyuan Yang, Zhixi Feng, Junxiao Wang, Jie Sun, Yiwen Yang
2025 Misc conf
A Survey on Zeroth-Order Optimization for Machine Learning.
WISA
Liting Lin, Hansong Ma, Junxiao Wang, Shiyu Yang
2025 J jnl
AnchorFormer: Differentiable Anchor Attention for Efficient Vision Transformer.
CoRR
Jiquan Shan, Junxiao Wang, Lifeng Zhao, Liang Cai, Hongyuan Zhang, Ioannis Liritzis
2025 J jnl
AnchorFormer: Differentiable anchor attention for efficient vision transformer.
Pattern Recognit. Lett.
Jiquan Shan, Junxiao Wang, Lifeng Zhao, Liang Cai, Hongyuan Zhang, Ioannis Liritzis
2025 — conf
Conversational Education at Scale: A Multi-LLM Agent Workflow for Procedural Learning and Pedagogic Quality Assessment.
EMNLP (Findings)
Jiahuan Pei, Fanghua Ye, Xin Sun, Wentao Deng, Koen V. Hindriks, Junxiao Wang
2025 J jnl
Conversational Education at Scale: A Multi-LLM Agent Workflow for Procedural Learning and Pedagogic Quality Assessment.
CoRR
Jiahuan Pei, Fanghua Ye, Xin Sun, Wentao Deng, Koen V. Hindriks, Junxiao Wang
2025 J jnl
Current-Constrained Finite-Time Control Scheme for Speed Regulation of PMSM Systems With Unmatched Disturbances.
IEEE Trans Autom. Sci. Eng.
Huiming Wang, Zhize Zhang, Yingjie Luo, Junxiao Wang, Jiankun Sun, Yunda Yan, Xianlun Tang
2025 J jnl
Enhancing inductive knowledge graph completion with contextual relation topology learning.
Knowl. Based Syst.
Yuxuan Lu, Guojie Ma, Shiyu Yang, Junxiao Wang
2025 J jnl
Federated Learning with complete service commitment of data heterogeneity.
Knowl. Based Syst.
Yizhi Zhou, Junxiao Wang, Yuchen Qin, Xiangyu Kong, Xin Xie, Heng Qi, Deze Zeng
2025 J jnl
FlashDP: Private Training Large Language Models with Efficient DP-SGD.
CoRR
Liangyu Wang, Junxiao Wang, Jie Ren, Zihang Xiang, David E. Keyes, Di Wang
2025 J jnl
Generalized Disturbance Estimation Based Continuous Integral Terminal Sliding Mode Control for Magnetic Levitation Systems.
IEEE Trans Autom. Sci. Eng.
Junxiao Wang, Qinchen Jiang, Huiming Wang
2025 J jnl
LEGO Co-builder: Exploring Fine-Grained Vision-Language Modeling for Multimodal LEGO Assembly Assistants.
CoRR
Haochen Huang, Jiahuan Pei, Mohammad Aliannejadi, Xin Sun, Moonisa Ahsan, Chuang Yu, Zhaochun Ren, Pablo César, Junxiao Wang
2025 J jnl
MagicGeo: Training-Free Text-Guided Geometric Diagram Generation.
CoRR
Junxiao Wang, Ting Zhang, Heng Yu, Jingdong Wang, Hua Huang
2025 J jnl
Negative Class Guided Spatial Consistency Network for Sparsely Supervised Semantic Segmentation of Remote Sensing Images.
IEEE Trans. Circuits Syst. Video Technol.
Chen Yang, Junxiao Wang, Huixiao Meng, Shuyuan Yang, Zhixi Feng
2025 J jnl
On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View.
CoRR
Tao Guo, Junxiao Wang, Fushuo Huo, Laizhong Cui, Song Guo, Jie Gui, Dacheng Tao
2025 J jnl
Stability-Assured Finite-Control-Set Model Predictive Control for Perturbed Electrical Drives.
IEEE Trans. Ind. Informatics
Yimeng Li, Jun Yang, Junxiao Wang, Zihao Chen, Xinming Wang, Jinhao Liu, Shihua Li
2025 A conf
Trustworthy AI Psychotherapy: Multi-Agent LLM Workflow for Counseling and Explainable Mental Disorder Diagnosis.
CIKM
Mithat Can Ozgun, Jiahuan Pei, Koen V. Hindriks, Lucia Donatelli, Qingzhi Liu, Junxiao Wang
2025 J jnl
Trustworthy AI Psychotherapy: Multi-Agent LLM Workflow for Counseling and Explainable Mental Disorder Diagnosis.
CoRR
Mithat Can Ozgun, Jiahuan Pei, Koen V. Hindriks, Lucia Donatelli, Qingzhi Liu, Junxiao Wang
2025 J jnl
ZO2: Scalable Zeroth-Order Fine-Tuning for Extremely Large Language Models with Limited GPU Memory.
CoRR
Liangyu Wang, Jie Ren, Hang Xu, Junxiao Wang, Huanyi Xie, David E. Keyes, Di Wang
2024 C conf
Adaptive Fixed-Time Current Sharing Control for Parallel DC-DC Buck Converter System.
INDIN
Qinchen Jiang, Jiayi Rong, Junxiao Wang
2024 J jnl
Anchor-free object detection network based on non-local operation.
Multim. Tools Appl.
Peng Wu, Chen Wang, Junxiao Wang, Yuanzhi Wang
2024 — conf
Autonomous Workflow for Multimodal Fine-Grained Training Assistants Towards Mixed Reality.
ACL (Findings)
Jiahuan Pei, Irene Viola, Haochen Huang, Junxiao Wang, Moonisa Ahsan, Fanghua Ye, Yiming Jiang, Yao Sai, Di Wang, Zhumin Chen, Pengjie Ren, Pablo César
2024 J jnl
Autonomous Workflow for Multimodal Fine-Grained Training Assistants Towards Mixed Reality.
CoRR
Jiahuan Pei, Irene Viola, Haochen Huang, Junxiao Wang, Moonisa Ahsan, Fanghua Ye, Yiming Jiang, Yao Sai, Di Wang, Zhumin Chen, Pengjie Ren, Pablo César
2024 J jnl
Explore and Cure: Unveiling Sample Effectiveness With Context-Aware Federated Prompt Tuning.
IEEE Trans. Mob. Comput.
Tao Guo, Song Guo, Junxiao Wang
2024 J jnl
Exploring Amplified Heterogeneity Arising From Heavy-Tailed Distributions in Federated Learning.
IEEE Trans. Mob. Comput.
Yizhi Zhou, Junxiao Wang, Xiangyu Kong, Shan Wu, Xin Xie, Heng Qi
2024 A* conf
Faithful Vision-Language Interpretation via Concept Bottleneck Models.
ICLR
Songning Lai, Lijie Hu, Junxiao Wang, Laure Berti-Équille, Di Wang
2024 C conf
Fixed-Time Prescribed Performance Sliding Mode Control for Magnetic Levitation Systems with Mismatched Multiple Disturbances.
INDIN
Qinchen Jiang, Junxiao Wang
2024 J jnl
Position Precision Control of Magnetic Levitation Systems Based on Generalized Multiple Disturbances Estimation and Compensation.
IEEE Trans Autom. Sci. Eng.
Junxiao Wang, Qinkun Lu, Qinchen Jiang, Jun Yang
2024 J jnl
PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models - Federated Learning in Age of Foundation Model.
IEEE Trans. Mob. Comput.
Tao Guo, Song Guo, Junxiao Wang, Xueyang Tang, Wenchao Xu
2024 J jnl
Rethinking Personalized Client Collaboration in Federated Learning.
IEEE Trans. Mob. Comput.
Leijie Wu, Song Guo, Yaohong Ding, Junxiao Wang, Wenchao Xu, Yufeng Zhan, Anne-Marie Kermarrec
2024 J jnl
Six-Degree-of-Freedom Pose Estimation Method for Multi-Source Feature Points Based on Fully Convolutional Neural Network.
J. Intell. Robotic Syst.
Junxiao Wang, Peng Wu, Xiaoming Zhang, Renjie Xu, Tao Wang
2024 A* conf
Towards Safe Concept Transfer of Multi-Modal Diffusion via Causal Representation Editing.
NeurIPS
Peiran Dong, Bingjie Wang, Song Guo, Junxiao Wang, Jie Zhang, Zicong Hong
2024 — conf
WiP: Towards Light Adaptation of Large Language Models For Personal Hardware.
EdgeFM@MobiSys
Liangyu Wang, Junxiao Wang, Di Wang
2023 J jnl
Adaptive Fixed-Time Position Precision Control for Magnetic Levitation Systems.
IEEE Trans Autom. Sci. Eng.
Junxiao Wang, Jiayi Rong, Jun Yang
2023 J jnl
Adaptive Resonant-EIDO-Based Optimized Position Precision Control for Magnetic Levitation System.
IEEE Trans. Ind. Electron.
Junxiao Wang, Li Yu
2023 J jnl
DualMix: Unleashing the Potential of Data Augmentation for Online Class-Incremental Learning.
CoRR
Yunfeng Fan, Wenchao Xu, Haozhao Wang, Jiaqi Zhu, Junxiao Wang, Song Guo
2023 J jnl
Efficient Integrity Authentication Scheme for Large-Scale RFID Systems.
IEEE Trans. Mob. Comput.
Xin Xie, Xiulong Liu, Junxiao Wang, Song Guo, Heng Qi, Keqiu Li
2023 J jnl
Explainable artificial intelligence incorporated with domain knowledge diagnosing early gastric neoplasms under white light endoscopy.
npj Digit. Medicine
Zehua Dong, Junxiao Wang, Yanxia Li, Yunchao Deng, Wei Zhou, Xiaoquan Zeng, Dexin Gong, Jun Liu, Jie Pan, Renduo Shang, Youming Xu, Ming Xu, Lihui Zhang, Mengjiao Zhang, Xiao Tao, Yijie Zhu, Hongliu Du, Zihua Lu, Liwen Yao, Lianlian Wu, Honggang Yu
2023 A* conf
Investigating Trojan Attacks on Pre-trained Language Model-powered Database Middleware.
KDD
Peiran Dong, Song Guo, Junxiao Wang
2023 J jnl
On Knowledge Editing in Federated Learning: Perspectives, Challenges, and Future Directions.
CoRR
Leijie Wu, Song Guo, Junxiao Wang, Zicong Hong, Jie Zhang, Jingren Zhou
2023 J jnl
Orientation Attention Network for semantic segmentation of remote sensing images.
Knowl. Based Syst.
Junxiao Wang, Zhixi Feng, Yao Jiang, Shuyuan Yang, Huixiao Meng
2023 A* conf
PMR: Prototypical Modal Rebalance for Multimodal Learning.
CVPR
Yunfeng Fan, Wenchao Xu, Haozhao Wang, Junxiao Wang, Song Guo
2023 J jnl
Publisher Correction: Explainable artificial intelligence incorporated with domain knowledge diagnosing early gastric neoplasms under white light endoscopy.
npj Digit. Medicine
Zehua Dong, Junxiao Wang, Yanxia Li, Yunchao Deng, Wei Zhou, Xiaoquan Zeng, Dexin Gong, Jun Liu, Jie Pan, Renduo Shang, Youming Xu, Ming Xu, Lihui Zhang, Mengjiao Zhang, Xiao Tao, Yijie Zhu, Hongliu Du, Zihua Lu, Liwen Yao, Lianlian Wu, Honggang Yu
2023 A* conf
Towards Test-Time Refusals via Concept Negation.
NeurIPS
Peiran Dong, Song Guo, Junxiao Wang, Bingjie Wang, Jiewei Zhang, Ziming Liu
2023 A* conf
pFedPrompt: Learning Personalized Prompt for Vision-Language Models in Federated Learning.
WWW
Tao Guo, Song Guo, Junxiao Wang
2022 A* conf
A Survey on Gradient Inversion: Attacks, Defenses and Future Directions.
IJCAI
Rui Zhang, Song Guo, Junxiao Wang, Xin Xie, Dacheng Tao
2022 J jnl
A Survey on Gradient Inversion: Attacks, Defenses and Future Directions.
CoRR
Rui Zhang, Song Guo, Junxiao Wang, Xin Xie, Dacheng Tao
2022 J jnl
Demystify Self-Attention in Vision Transformers from a Semantic Perspective: Analysis and Application.
CoRR
Leijie Wu, Song Guo, Yaohong Ding, Junxiao Wang, Wenchao Xu, Richard Yida Xu, Jie Zhang
2022 — conf
Detection method of elevator space overload based on machine vision.
EITCE
Shaofeng Liu, Ziliang An, Junxiao Wang, Xinxin Li, Shuyu Shang
2022 — conf
Disturbance Estimation Based Robust Model Predictive Position Tracking Control for Magnetic Levitation System.
AIM
Xiaodong Yan, Meiqin Huang, Junxiao Wang, Jianming Xu
2022 J jnl
FedTune: A Deep Dive into Efficient Federated Fine-Tuning with Pre-trained Transformers.
CoRR
Jinyu Chen, Wenchao Xu, Song Guo, Junxiao Wang, Jie Zhang, Haozhao Wang
2022 A* conf
Federated Unlearning via Class-Discriminative Pruning.
WWW
Junxiao Wang, Song Guo, Xin Xie, Heng Qi
2022 J jnl
Federated Unlearning: Guarantee the Right of Clients to Forget.
IEEE Netw.
Leijie Wu, Song Guo, Junxiao Wang, Zicong Hong, Jie Zhang, Yaohong Ding
2022 J jnl
Improved Multi-step FCS-MPCC with Disturbance Compensation for PMSM Drives - Methods and Experimental Validation.
CoRR
Hai Yang, Yibin Liu, Junxiao Wang, Jun Yang
2022 J jnl
PMR: Prototypical Modal Rebalance for Multimodal Learning.
CoRR
Yunfeng Fan, Wenchao Xu, Haozhao Wang, Junxiao Wang, Song Guo
2022 J jnl
PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models - Federated Learning in Age of Foundation Model.
CoRR
Tao Guo, Song Guo, Junxiao Wang, Wenchao Xu
2022 A* conf
Protect Privacy from Gradient Leakage Attack in Federated Learning.
INFOCOM
Junxiao Wang, Song Guo, Xin Xie, Heng Qi
2022 J jnl
Vertical Machine Unlearning: Selectively Removing Sensitive Information From Latent Feature Space.
CoRR
Tao Guo, Song Guo, Jiewei Zhang, Wenchao Xu, Junxiao Wang
2021 J jnl
A Blockchain-Driven IIoT Traffic Classification Service for Edge Computing.
IEEE Internet Things J.
Heng Qi, Junxiao Wang, Wenxin Li, Yuxin Wang, Tie Qiu
2021 J jnl
Adaptive Terminal Sliding Mode Control for Magnetic Levitation Systems With Enhanced Disturbance Compensation.
IEEE Trans. Ind. Electron.
Junxiao Wang, Lei Zhao, Li Yu
2021 J jnl
Click-UP: Toward the Software Upgrade of Click-Based Modular Network Function.
IEEE Syst. J.
Junxiao Wang, Heng Qi, Keqiu Li, Steve Uhlig
2021 J jnl
Dynamic SDN Control Plane Request Assignment in NFV Datacenters.
IEEE Trans. Netw. Sci. Eng.
Junxiao Wang, Heng Qi, Wenxin Li, Keqiu Li, Steve Uhlig, Yuxin Wang
2021 J jnl
Federated Unlearning via Class-Discriminative Pruning.
CoRR
Junxiao Wang, Song Guo, Xin Xie, Heng Qi
2021 J jnl
Long-Term Lake Area Change and Its Relationship with Climate in the Endorheic Basins of the Tibetan Plateau.
Remote. Sens.
Junxiao Wang, Mengyao Li, Liuming Wang, Jiangfeng She, Liping Zhu, Xingong Li
2020 J jnl
Latency-Constrained Cost-Minimized Request Allocation for Geo-Distributed Cloud Services.
IEEE Open J. Commun. Soc.
Xinping Xu, Wenxin Li, Heng Qi, Junxiao Wang, Keqiu Li
2020 J jnl
Sparse Tensor Auto-Encoder for Saliency Detection.
IEEE Access
Shuyuan Yang, Junxiao Wang
2019 — conf
A Framework for Resource-aware Online Traffic Classification Using CNN.
CFI
Wanqian Zhang, Junxiao Wang, Sheng Chen, Heng Qi, Keqiu Li
2019 — conf
An Effective Network Intrusion Detection Framework Based on Learning to Hash.
SmartIoT
Wenrui Zhou, Yuan Cao, Heng Qi, Junxiao Wang
2019 J jnl
Disturbance observer based integral terminal sliding mode control for permanent magnet synchronous motor system.
Kybernetika
Junxiao Wang, Fengxiang Wang, Xianbo Wang, Li Yu
2019 J jnl
FlowTracer: An Effective Flow Trajectory Detection Solution Based on Probabilistic Packet Tagging in SDN-Enabled Networks.
IEEE Trans. Netw. Serv. Manag.
Junxiao Wang, Heng Qi, Yang He, Wenxin Li, Keqiu Li, Xiaobo Zhou
2019 — conf
HBL-Sketch: A New Three-Tier Sketch for Accurate Network Measurement.
ICA3PP (1)
Keyan Zhao, Junxiao Wang, Heng Qi, Xin Xie, Xiaobo Zhou, Keqiu Li
2018 — conf
CLICK-UP: Towards Software Upgrades of Click-driven Stateful Network Elements.
SIGCOMM Posters and Demos
Junxiao Wang, Yuchen Huang, Heng Qi, Keqiu Li, Steve Uhlig
2018 J jnl
Generalized Proportional Integral Observer Based Robust Finite Control Set Predictive Current Control for Induction Motor Systems With Time-Varying Disturbances.
IEEE Trans. Ind. Informatics
Junxiao Wang, Fengxiang Wang, Gaolin Wang, Shihua Li, Li Yu
2018 J jnl
PRSFC-IoT: A Performance and Resource Aware Orchestration System of Service Function Chaining for Internet of Things.
IEEE Internet Things J.
Junxiao Wang, Heng Qi, Keqiu Li, Xiaobo Zhou
2016 — conf
A GPI based sliding mode control method for boost DC-DC converter.
ICIT
Jingwen Fan, Shihua Li, Junxiao Wang, Zuo Wang
2016 — conf
Generalized proportional integral observer based backstepping control for DC-DC buck converters with mismatched disturbances.
ICIT
Zuo Wang, Shihua Li, Junxiao Wang, Qi Li