Weijun Wang
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Publications

Email me if you are interested in the preprints that are not available online.

Selected Publications (Complete Publications: here)

(*represents co-first/corresponding authors)

    as project leader & mentor

  1. [arXiv] Efficient Remote Prefix Fetching with GPU-native Media ASICs
    Liang Mi, Weijun Wang*, Jinghan Chen, Ting Cao, Haipeng Dai, Yunxin Liu
    arXiv, Feb, 2026.

  2. [arXiv] Selective Structured State Space for Multispectral-fused Small Target Detection
    Qianqian Zhang, Weijun Wang, Zihan Wang, Li Zhou, Hao Zhao, Junshe An, Yunxing Liu.
    arXiv, May, 2025.

  3. [TON'25] Bi-level Bandwidth Coordination for Multiple Video Inference at the Edge
    Haipeng Dai, Jinghan Chen, Liang Mi, Weijun Wang*, Yuanchun Li, Tingting Yuan, Lin Sun, Junlong Chen, Yuben Qu, Yunxin Liu, Xiaoming Fu, Guihai Chen
    ACM/IEEE Transactions on Networking (TON), 2025.

  4. [IWQoS'25] WiPlan: Waypoint Planning for UAVs with Multiple Pan-Zoom Adjustable Cameras
    Yanlong Huang, Weijun Wang*, Tingting Yuan, Xiaoming Fu.
    In Proceedings of IEEE/ACM International Symposium on Quality of Service (IWQoS), 2025.

  5. [EuroSys'25] Empower Vision Applications with LoRA LMM
    Liang Mi, Weijun Wang**, Wenming Tu, Qingfeng He, Rui Kong, Xinyu Fang, Yazhu Dong, Yikang Zhang, Yuanchun Li, Meng Li, Haipeng Dai, Guihai Chen, Yunxin Liu.
    In Proceedings of the 20th ACM European Conference on Computer Systems (EuroSys), 2025.
    Fall round (30/367=8.17%)

  6. [NSDI'25] Region-based Content Enhancement for Efficient Video Analytics at the Edge
    Weijun Wang, Liang Mi, Shaowei Cen, Haipeng Dai, Yuanchun Li, Xiaoming Fu, Yunxin Liu.
    In Proceedings of the 22nd USENIX Symposium on Networked Systems Design and Implementation (NSDI), 2025.
    Acceptance rate (83/666=12.5%)

  7. [TON'24] Accelerated Neural Enhancement for Video Analytics with Video Quality Adaptation
    Liang Mi, Tingting Yuan,Weijun Wang*, Haipeng Dai, Lin Sun, Jiaqi Zheng, Guihai Chen, Xiaoming Fu
    ACM/IEEE Transactions on Networking (TON), 2024.

  8. [TMC'24] Joint Deployment of Truck-drone Systems for Camera-based Object Monitoring
    Lihao Wang, Weijun Wang*, Haipeng Dai, Yuben Qu, Jiaqi Zheng, Rong Gu, Guihai Chen, Xiaoming Fu
    IEEE Transactions on Mobile Computing (TMC), 2024.

  9. [INFOCOM'24] BiSwift: Bandwidth Orchestrator for Multi-Stream Video Analytics on Edge
    Lin Sun, Weijun Wang*, Tinging Yuan, Liang Mi, Haipeng Dai, Yunxin Liu, Xiaoming Fu.
    In Proceedings of the 43nd IEEE International Conference on Computer Communications (INFOCOM), 2024.

  10. [TON'23] Joint Optimization of QoE and Fairness for Adaptive Video Streaming in Heterogeneous Mobile Environments
    Yali Yuan, Weijun Wang*, Yuhan Wang, Sripriya S. Adhatarao, Bangbang Ren, Kai Zheng, Xiaoming Fu
    ACM/IEEE Transactions on Networking (TON), 2023.

  11. [INFOCOM'23] AccDecoder: Accelerated Decoding for Neural-enhanced Video Analytics
    Tingting Yuan, Liang Mi, Weijun Wang*, Haipeng Dai, Xiaoming Fu.
    In Proceedings of the 42nd IEEE International Conference on Computer Communications (INFOCOM), 2023.

  12. [TMC'22] Deployment of Unmanned Aerial Vehicles for Anisotropic Monitoring Tasks
    Weijun Wang, Haipeng Dai, Chao Dong, Fu Xiao, Jiaqi Zheng, Xiao Cheng, Guihai Chen, Xiaoming Fu.
    IEEE Transactions on Mobile Computing (TMC), 2022.

  13. [IWQoS'22] DUET: Joint Deployment of Trucks and Drones for Object Monitoring
    Lihao Wang, Weijun Wang*, Haipeng Dai, Jiaqi Zheng, Bangbang Ren, Shuyu Shi, Rong Gu.
    In Proceedings of IEEE/ACM International Symposium on Quality of Service (IWQoS), Virtual, 10-12 June, 2022.

  14. [INFOCOM'22] VSiM: Improving QoE Fairness for Video Streaming in Mobile Environments
    Yali Yuan, Weijun Wang*, Yuhan Wang, Sripriya Srikant Adhatarao, Bangbang Ren, Kai Zheng, Xiaoming Fu.
    In Proceedings of the 41st IEEE International Conference on Computer Communications (INFOCOM), 2022.

  15. [EWSN'21] A Real-time Social Distance Measurement and Record System for COVID-19
    Weijun Wang, Tingting Yuan, Minghao Han, Meng Li, Han Zhang, Yu Ma, Sripriya Srikant Adhatarao, Xiaoming Fu.
    In Proceedings of the ACM International Conference on Embedded Wireless Systems and Networks (EWSN), 2021.

  16. [TON'20] Placement of Unmanned Aerial Vehicles Achieving 3D Directional Coverage
    Weijun Wang, Haipeng Dai, Chao Dong, Xiao Cheng, Xiaoyu Wang, Panlong Yang, Guihai Chen, Wanchun Dou.
    ACM/IEEE Transactions on Networking (TON), 2020.

  17. [SECON'19] VISIT: Placement of Unmanned Aerial Vehicles for Anisotropic Monitoring Tasks
    Weijun Wang, Haipeng Dai, Chao Dong, Fu Xiao, Xiao Chen, Guihai Chen.
    In Proceedings of IEEE International Conference on Sensing, Communication and Networking (SECON), 2019.

  18. [INFOCOM'19] PANDA: Placement of Unmanned Aerial Vehicles Achieving 3D Directional Coverage
    Weijun Wang, Haipeng Dai, Chao Dong, Xiao Chen, Xiaoyu Wang, Guihai Chen, Wanchun Dou.
    In Proceedings of the 39th IEEE International Conference on Computer Communications (INFOCOM), 2019.

  19. [ICC'17] DFRA: Demodulation-free random access for UAV ad hoc networks
    Weijun Wang, Chao Dong, Sen Zhu, Hai Wang.
    In Proceedings of the IEEE IEEE International Conference on Communications (ICC), 2017.

  20. [MSN'16] Design and implementation of adaptive MAC framework for UAV ad hoc networks
    Weijun Wang, Chao Dong, Hai Wang, Anzhou Jiang.
    In Proceedings of the IEEE International Conference on Mobile Ad-Hoc and Sensor Networks (MSN), 2016.

    21. as collaborator

  21. [IJCV'26] CompViT: Real-Time Compressed Video Action Recognition with Asymmetric Transformer Networks
    Tao Wu, Shaowei Cen, Liang Mi, Weijun Wang, Haipeng Dai, Limin Wang.
    Springer International Journal of Computer Vision (IJCV), 2026.

  22. [arXiv] Vec-LUT: Vector Table Lookup for Parallel Ultra-Low-Bit LLM Inference on Edge Devices
    Xiangyu Li, Chengyu Yin, Weijun Wang, Jianyu Wei, Ting Cao, Yunxin Liu.
    arXiv, Dec, 2025.

  23. [ICPADS'25] Efficient LLM Edge Collaboration Deployment with LoRA
    Yang Xiao, Xin He, Weijun Wang, Jian Zhou, Fu Xiao.
    In Proceedings of 31st IEEE International Conference on Parallel and Distributed Systems (ICPADS), 2025.
    Best Student Paper

  24. [arXiv] AdaNav: Adaptive Reasoning with Uncertainty for Vision-Language Navigation
    Xin Ding, Jianyu Wei, Yifan Yang, Shiqi Jiang, Qianxi Zhang, Hao Wu, Fucheng Jia, Liang Mi, Yuxuan Yan, Weijun Wang, Yunxin Liu, Zhibo Chen, Ting Cao.
    arXiv, Sept, 2025.

  25. [arXiv] Enabling MoE on the Edge via Importance-Driven Expert Scheduling
    Guoying Zhu, Meng Li, Haipeng Dai, Xuechen Liu, Weijun Wang, Keran Li, Jun xiao, Ligeng Chen, Wei Wang.
    arXiv, Aug, 2025.

  26. [MobiCom'25 Demos] EdgeMind-OS: A Plug-and-Play Embodied Intelligence System for Real-Time On-Device Deployment
    Xin Ding, Jianyu Wei, Fucheng Jia, Liang Mi, Ruofei Ju, Xianye Wang, Yikai Zheng, Ziming Zhang, Weijun Wang, Shiqi Jiang, Yunxin Liu, Ting Cao.
    In Proceedings of the 20th ACM International Conference on Mobile Computing and Networking (MobiCom), Demos, 2025.

  27. [arXiv] KVShare: An LLM Service System with Efficient and Effective Multi-Tenant KV Cache Reuse
    Huan Yang, Renji Zhang, Mingzhe Huang, Weijun Wang, Yin Tang, Yuanchun Li, Yunxin Liu, Deyu Zhang.
    arXiv, May, 2025.

  28. [TC'25] Serving MoE Models on Resource-constrained Edge Devices via Dynamic Expert Swapping
    Rui Kong, Yuanchun Li, Weijun Wang, Linghe Kong, Yunxin Liu.
    IEEE Transactions on Computers (TC), 2025.

  29. [TMC'25] Optimizing Monitoring Utility of Unmanned Aerial Vehicles Considering Adverse Effects
    Haihan Zhang, Haipeng Dai, Yu Qiu, Enze Yu, Ruiben Zhou, Weijun Wang, Jingwu Wang , Guihai Chen.
    IEEE Transactions on Mobile Computing (TMC), 2025.

  30. [arXiv] LoRA-Switch: Boosting the Efficiency of Dynamic LLM Adapters via System-Algorithm Co-design
    Rui Kong, Qiyang Li, Xinyu Fang, Qingtian Feng, Qingfeng He, Yazhu Dong, Weijun Wang, Yuanchun Li, Linghe Kong, Yunxin Liu.
    arXiv, May, 2024.

  31. [ACL'24] SwapMoE: Serving Off-the-shelf MoE-based Large Language Models with Tunable Memory Budget
    Rui Kong, Yuanchun Li, Qingtian Feng, Weijun Wang, Xiaozhou Ye, Ye Ouyang, Linghe Kong, Yunxin Liu
    Annual Meeting of the Association for Computational Linguistics (ACL), 2024.

  32. [arXiv] Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security
    Yuanchun Li, Hao Wen, Weijun Wang, Xiangyu Li, Yizhen Yuan, Guohong Liu, Jiacheng Liu, Wenxing Xu, Xiang Wang, Yi Sun, Rui Kong, Yile Wang, Hanfei Geng, Jian Luan, Xuefeng Jin, Zilong Ye, Guanjing Xiong, Fan Zhang, Xiang Li, Mengwei Xu, Zhijun Li, Peng Li, Yang Liu, Ya-Qin Zhang, Yunxin Liu.
    arXiv, January, 2024. [机器之心] [AI终端白皮书] Star

  33. [TMC'23] Placing Wireless Chargers with Multiple Antennas
    Haipeng Dai, Yikang Zhang, Weijun Wang, Rong Gu, Yuben Qu, Chi Lin, Lijie Xu, Jiaqi Zheng, Wanchun Dou, Guihai Chen
    IEEE Transactions on Mobile Computing (TMC), 2023.

  34. [TON'23] SAFE: Service Availability via Failure Elimination Through VNF Scaling
    Rui Xia, Haipeng Dai, Jiaqi Zheng, Rong Gu, Xiaoyu Wang, Weijun Wang, Guihai Chen.
    ACM/IEEE Transactions on Networking (TON), 2023.

  35. [SECON'22] Placing Wireless Chargers with Multiple Antennas
    Haipeng Dai, Yue Zhao, Weijun Wang, Rong Gu, Yuben Qu, Chi Lin, Lijie Xu, Wanchun Dou.
    In Proceedings of IEEE International Conference on Sensing, Communication, and Networking (SECON), 2022.

  36. [SECON'22] DARPA: Deployment of UAVs for Polygonal Sizable Object Surveillance
    Haipeng Dai, Xuzhen Lin, Jiaqi Zheng, Yuben Qu, Weijun Wang, Shuyu Shi, Chi Lin, Wanchun Dou.
    In Proceedings of IEEE International Conference on Sensing, Communication, and Networking (SECON), 2022.

  37. [WWWJ'22] CoTask: Correlation-Aware Task Offloading in Edge Computing
    Yuben Qu, Haipeng Dai, Lihao Wang, Weijun Wang, Fan Wu, Haisheng Tan, Shaojie Tang, Chao Dong.
    Springer World Wide Web Journal (WWWJ), 16 June, 2022.

  38. [SocialMeta@ICDCS'22] Exploiting Stakeholder Resources for Data-Driven Resilient Hazard Management
    Xiaoming Fu, Tinging Yuan, Weijun Wang, Fabian Wölk, G. StrunzTowards.
    In Proceedings of IEEE International Workshop on Social and Metaverse Computing and Networking (with ICDCS) (SocialMeta), 2022.

  39. [TMC'21] Server Placement for Edge Computing: A Robust Submodular Maximization Approach
    Yuben Qu, Lihao Wang, Haipeng Dai, Weijun Wang, Chao Dong, Fan Wu, Song Guo.
    IEEE Transactions on Mobile Computing (TMC), 21 December, 2021.

  40. [TON'21] Optimal Deployment of SRv6 to Enable Network Interconnection Service
    Bangbang Ren, Yali Yuan, Deke Guo, Guoming Tang, Weijun Wang, Xiaoming Fu.
    ACM/IEEE Transactions on Networking (TON), 2021.

  41. [ICDCS'21] SRUF: Low-Latency Path Routing with SRv6 Underlay Federation in Wide Area Network
    Bangbang Ren, Deke Guo, Guoming Tang, Weijun Wang, Lailong Luo, Xiaoming Fu.
    In Proceedings of the 41st IEEE International Conference on Distributed Computing Systems (ICDCS), 2021.

  42. [TMC'20] Heterogeneous Wireless Charger Placement with Obstacles
    Xiaoyu Wang, Haipeng Dai, Weijun Wang, Jiaqi Zheng, Guihai Chen, Wanchun Dou, Xiaobing Wu.
    ACM Transactions on Mobile Computing, (TMC), Volume: 19, Issue: 8, August,2020

  43. [ICPP'18] Heterogeneous Wireless Charger Placement with Obstacles
    Xiaoyu Wang, Haipeng Dai, Weijun Wang, Jiaqi Zheng, Guihai Chen, Wanchun Dou, Xiaobing Wu.
    In Proceedings of the IEEE International Conference on Parallel Processing (ICPP), 2018.