Jingwen Fu

According to our database, Jingwen Fu authored at least 40 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Emergence of Frontier Superposition: Möbius attractor and Cascade Supervision.

Hongyu Gu, Jingwen Fu

CoRR, May, 2026

Shaping Schema via Language Representation as the Next Frontier for LLM Intelligence Expanding.

Zhiqin Yang, Yuhan Liu, Jingwen Fu, Pei Fu, Bo Han, Masashi Sugiyama, Nanning Zheng

CoRR, May, 2026

Structured Progressive Knowledge Activation for LLM-Driven Neural Architecture Search.

Zhen Liu, Yuhan Liu, Jinjun Wang, Wei Song, Jianyi Liu, Jingwen Fu

CoRR, May, 2026

SkillCom: Decomposing LLM-based Semantic Communication into Task and Channel Aware Skills.

Jingwen Fu, Ming Xiao, Mikael Skoglund

CoRR, May, 2026

The Essence of Balance for Self-Improving Agents in Vision-and-Language Navigation.

Zhen Liu, Yuhan Liu, Jinjun Wang, Jianyi Liu, Wei Song, Jingwen Fu

CoRR, April, 2026

Instruction-as-State: Environment-Guided and State-Conditioned Semantic Understanding for Embodied Navigation.

Zhen Liu, Yuhan Liu, Jinjun Wang, Jianyi Liu, Wei Song, Jingwen Fu

CoRR, April, 2026

Breakthrough the Suboptimal Stable Point in Value-Factorization-Based Multi-Agent Reinforcement Learning.

Lesong Tao, Yifei Wang, Haodong Jing, Jingwen Fu, Miao Kang, Shitao Chen, Nanning Zheng

CoRR, April, 2026

Land-then-transport: A Flow Matching-Based Generative Decoder for Wireless Image Transmission.

Jingwen Fu, Ming Xiao, Mikael Skoglund, Dong In Kim

CoRR, January, 2026

Learning Redundancy-Aware Representations for Robust Multi-Modal Task-Oriented Communications.

Jingwen Fu, Ming Xiao, Chao Ren, Zhonghao Lyu

Proceedings of the IEEE Wireless Communications and Networking Conference, 2026

2025

RankTuning: Cross-Image Partial Tuning Strategies for Rank Optimization in Visual Place Recognition.

Liguo Liu, Weiliang Zuo, Jingwen Fu, Yanqing Shen, Jingmin Xin, Nanning Zheng

IEEE Trans. Intell. Transp. Syst., December, 2025

Semantic Communications in 6G: Coexistence, Multiple Access, and Satellite Networks.

Ishtiaque Ahmed, Yingzhuo Sun, Jingwen Fu, Alper Köse, Leila Musavian, Ming Xiao, Berna Özbek

IEEE Commun. Stand. Mag., December, 2025

Computation-Resource-Efficient Task-Oriented Communications.

Jingwen Fu, Ming Xiao, Chao Ren, Mikael Skoglund

IEEE Trans. Commun., November, 2025

Robust Multi-modal Task-oriented Communications with Redundancy-aware Representations.

Jingwen Fu, Ming Xiao, Zhonghao Lyu, Mikael Skoglund, Celimuge Wu

CoRR, November, 2025

StructVPR++: Distill Structural and Semantic Knowledge With Weighting Samples for Visual Place Recognition.

Yanqing Shen, Sanping Zhou, Jingwen Fu, Ruotong Wang, Shitao Chen, Nanning Zheng

IEEE Trans. Pattern Anal. Mach. Intell., August, 2025

CEM-Net: Cross-Emotion Memory Network for Emotional Talking Face Generation.

Kangyi Wu, Pengna Li, Jingwen Fu, Yang Wu, Yuhan Liu, Sanping Zhou, Jinjun Wang

CoRR, August, 2025

Insufficient task description can impair in-context learning: A study from information perspective.

Meidai Xuanyuan, Tao Yang, Jingwen Fu, Sicheng Zhao, Yuwang Wang

Inf. Fusion, 2025

On the Statistical Mechanisms of Distributional Compositional Generalization.

Jingwen Fu, Nanning Zheng

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Mind the Gap: Aligning Vision Foundation Models to Image Feature Matching.

Yuhan Liu, Jingwen Fu, Yang Wu, Kangyi Wu, Pengna Li, Jiayi Wu, Sanping Zhou, Jingmin Xin

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

DAMap: Distance-Aware MapNet for High Quality HD Map Construction.

Jinpeng Dong, Chen Li, Yutong Lin, Jingwen Fu, Sanping Zhou, Nanning Zheng

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

PromptTA: Prompt-driven Text Adapter for Source-free Domain Generalization.

Haoran Zhang, Shuanghao Bai, Wanqi Zhou, Jingwen Fu, Badong Chen

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Event-Equalized Dense Video Captioning.

Kangyi Wu, Pengna Li, Jingwen Fu, Yizhe Li, Yang Wu, Yuhan Liu, Jinjun Wang, Sanping Zhou

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

GaussBEV: Multi-head Gaussian Feature Grouping for Multi-view 3D Object Detection.

Junjie Zhang, Sanping Zhou, Yuhao Huang, Jinpeng Dong, Jingwen Fu, Nanning Zheng

Proceedings of the Artificial Intelligence Applications and Innovations, 2025

REGNav: Room Expert Guided Image-Goal Navigation.

Pengna Li, Kangyi Wu, Jingwen Fu, Sanping Zhou

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Understanding mobile GUI: From pixel-words to screen-sentences.

Jingwen Fu, Xiaoyi Zhang, Yuwang Wang, Wenjun Zeng, Nanning Zheng

Neurocomputing, 2024

A General Theory for Compositional Generalization.

Jingwen Fu, Zhizheng Zhang, Yan Lu, Nanning Zheng

CoRR, 2024

Semantic-aware Representation Learning for Homography Estimation.

Yuhan Liu, Qianxin Huang, Siqi Hui, Jingwen Fu, Sanping Zhou, Kangyi Wu, Pengna Li, Jinjun Wang

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Vehicle Trajectory Prediction with Soft Behavior Constraints.

Ke Ye, Sanping Zhou, Miao Kang, Jingwen Fu, Nanning Zheng

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2024

Breaking through the learning plateaus of in-context learning in Transformer.

Jingwen Fu, Tao Yang, Yuwang Wang, Yan Lu, Nanning Zheng

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

How does representation impact in-context learning: A exploration on a synthetic task.

Jingwen Fu, Tao Yang, Yuwang Wang, Yan Lu, Nanning Zheng

CoRR, 2023

Generalization error bounds for iterative learning algorithms with bounded updates.

Jingwen Fu, Nanning Zheng

CoRR, 2023

When and Why Momentum Accelerates SGD: An Empirical Study.

Jingwen Fu, Bohan Wang, Huishuai Zhang, Zhizheng Zhang, Wei Chen, Nanning Zheng

CoRR, 2023

Closing the gap between the upper bound and lower bound of Adam's iteration complexity.

Bohan Wang, Jingwen Fu, Huishuai Zhang, Nanning Zheng, Wei Chen

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Learning Trajectories are Generalization Indicators.

Jingwen Fu, Zhizheng Zhang, Dacheng Yin, Yan Lu, Nanning Zheng

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

StructVPR: Distill Structural Knowledge with Weighting Samples for Visual Place Recognition.

Yanqing Shen, Sanping Zhou, Jingwen Fu, Ruotong Wang, Shitao Chen, Nanning Zheng

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Learning to predict diverse trajectory from human motion patterns.

Miao Kang, Jingwen Fu, Sanping Zhou, Songyi Zhang, Nanning Zheng

Neurocomputing, 2022

2021

Automatic Recommendation of a Distance Measure for Clustering Algorithms.

Xiaoyan Zhu, Yingbin Li, Jiayin Wang, Tian Zheng, Jingwen Fu

ACM Trans. Knowl. Discov. Data, 2021

Understanding Mobile GUI: from Pixel-Words to Screen-Sentences.

Jingwen Fu, Xiaoyi Zhang, Yuwang Wang, Wenjun Zeng, Sam Yang, Grayson Hilliard

CoRR, 2021

2019

Model Adaption Object Detection System for Robot.

Jingwen Fu, Licheng Zong, Yinbing Li, Ke Li, Bingqian Yang, Xibei Liu

CoRR, 2019

Recognition Of Surface Defects On Steel Sheet Using Transfer Learning.

Jingwen Fu, Xiaoyan Zhu, Yingbin Li

CoRR, 2019

Extended Blind Interference Alignment for Superior DoF in Multiple User-Clusters Networks.

Dan Wang, Zhongfang Wang, Qian Cheng, Jingwen Fu, Yongming Wang

Proceedings of the 26th International Conference on Telecommunications, 2019