IEEE Network, vol. 39, no. 2, pp. 36-43, March 2025
TMC
Privacy-Preserving Gaze-Assisted Immersive Video Streaming
Yili Jin, Wenyi Zhang, Zihan Xu, Fangxin Wang, Xue Liu
IEEE Transactions on Mobile Computing, vol. 23, no. 12, pp. 15098-15113, December 2024 (CCF-A, CAS-Q1)
NETWORK
A Networking Perspective of Volumetric Video Service: Architecture, Opportunities, and Case Study
Yili Jin, Junhua Liu, Kaiyuan Hu, Fangxin Wang
IEEE Network, vol. 38, no. 6, pp. 138-145, 2024
TMC
FedFMSL: Federated Learning of Foundation Models With Sparsely Activated LoRA
Panlong Wu, Kangshuo Li, Ting Wang, Yanjie Dong, Victor C.M. Leung, Fangxin Wang
IEEE Transactions on Mobile Computing, vol. 23, no. 12, pp. 15167-15181, 2024 (CCF-A, CAS-Q1)
IOTJ
FewVV: Few-Shot Adaptive Bitrate Volumetric Video Streaming with Prompted Online Adaptation
Lai Wei, Yanting Liu, Fangxin Wang, Dan Wang
IEEE Internet of Things Journal, vol. 11, no. 19, pp. 32055-32066, 2024 (CAS-Q1)
TMC
LMaaS: Exploring Pricing Strategy of Large Model as a Service for Communication
Panlong Wu, Qi Liu, Yanjie Dong, Zhaorui Wang, Fangxin Wang
IEEE Transactions on Mobile Computing, vol. 23, no. 12, pp. 12748-12760, 2024 (CCF-A, CAS-Q1)
TMC
Multi-level Personalized Federated Learning on Heterogeneous and Long-Tailed Data
Rongyu Zhang*, Yun Chen*, Chenrui Wu*, Fangxin Wang, Bo Li
IEEE Transactions on Mobile Computing, vol. 23, no. 12, pp. 12396-12409, 2024 (CCF-A, CAS-Q1)
TVCG
Fumos: Neural Compression and Progressive Refinement for Continuous Point Cloud Video Streaming
Zhicheng Liang*, Junhua Liu*, Mallesham Dasari, Fangxin Wang
Transactions on Visualization and Computer Graphics, vol. 30, no. 5, pp. 2849-2859, 2024 (CCF-A, CAS-Q1) (presented at IEEE VR 2024 and selected to publish at IEEE TVCG)
TMC
TrimStream: Adaptive Realtime Video Streaming through Intelligent Frame Retrospection in Adverse Network Conditions
Dayou Zhang, Lai Wei, Kai Shen, Hao Zhu, Dan Wang, Fangxin Wang
IEEE Transactions on Mobile Computing, vol. 23, no. 12, pp. 11240-11252, 2024 (CCF-A, CAS-Q1)
in Proceedings of USENIX NSDI, Renton, WA, USA, May 4-6, 2026 (CCF-A)
AAAI
Maniflat3D: Learning 3D Geometry through Planar Representations from Multi-layer Unwrapping
Zijian Cao, Dayou Zhang, Zeyuan Liu, Zhicheng Liang, Fangxin Wang
in Proceedings of the AAAI Conference on Artificial Intelligence, Singapore, 20 January-27 January, 2026 (CCF-A)
AAAI
FedBRICK: Structural Bias Aware Heterogeneous Foundation Model Federated Tuning
Yuhang Zhang, Xianda Wang, Wei Sun, Jiaxuan Chen, Fangxin Wang
in Proceedings of the AAAI Conference on Artificial Intelligence, Singapore, 20 January-27 January, 2026 (CCF-A, oral)
ICME
ExScene: Free-View 3D Scene Reconstruction with Gaussian Splatting from a Single Image
Tianyi Gong, Boyan Li, Yifei Zhong, Fangxin Wang
in Proceedings of IEEE ICME, Nantes, France, June 30-July 4, 2025 (CCF-B)
NOSSDAV
SemConf: A System for Multiparty Semantic Video Conferencing
Xize Duan, Yili Jin, Lei Zhang, Fangxin Wang
in Proceedings of ACM NOSSDAV, Stellenbosch, South Africa, Apial 4, 2025 (CCF-B)
VR
SRBF-Gaussian: Streaming-Optimized 3D Gaussian Splatting
Dayou Zhang, Zhicheng Liang, Zijian Cao, Dan Wang, Fangxin Wang
in Proceedings of IEEE VR, Saint-Malo, France, March 8-12, 2025 (CCF-A)
AAAI
Cluster Based Heterogeneous Federated Foundation Model Adaptation and Fine-Tuning
Xianda Wang, Yaqi Qiao, Duo Wu, Chenrui Wu, Fangxin Wang
in Proceedings of the AAAI Conference on Artificial Intelligence, Philadelphia, USA, 25 February-04 March, 2025 (CCF-A)
MM
HeadSetOff: Enabling Photorealistic Video Conferencing on Economical VR Headsets
Yili Jin, Xize Duan, Fangxin Wang, Xue Liu
in Proceedings of ACM Multimedia, Melbourne, Australia, 2024 (CCF-A)
SIGCOMM
NetLLM: Adapting Large Language Models for Networking
Duo Wu, Xianda Wang, Yaqi Qiao, Zhi Wang, Junchen Jiang, Shuguang Cui, Fangxin Wang
in Proceedings of ACM SIGCOMM, Sydney, Australia, August 4-8, 2024 (CCF-A)<span> [https:arxiv.orgabs2402.02338 \[Paper\]][https:github.comduowuyms/NetLLM \[Code\]]
ICASSP
mmCount: Stationary Crowd Counting System Based on Commodity Millimeter-wave Radar
Kaiyuan Hu, Hongjie Liao, Mingxiao Li, Fangxin Wang
in Proceedings of IEEE ICASSP, Seoul, Korea, 14-19 April, 2024 (CCF-B)
MM
Understanding User Behavior in Volumetric Video Watching: Dataset, Analysis and Prediction
Kaiyuan Hu*, Haowen Yang*, Yili Jin, Junhua Liu, Yongting Chen, Miao Zhang, Fangxin Wang
in Proceedings of ACM Multimedia, Ottawa, Canada, Oct.29-Nov.2, 2023 (CCF-A)
EMS
Mobile Volumetric Video Streaming System through Implicit Neural Representation
Junhua Liu, Yuanyuan Wang, Yan Wang, Yufeng Wang, Shuguang Cui, Fangxin Wang
in Proceedings of ACM SIGCOMM Workshop on Emerging Multimedia Systems, 2023
NOSSDAV
RepCaM: Re-parameterization Content-aware Modulation for Neural Video Delivery
Rongyu Zhang, Lixuan Du, Jiaming Liu, Congcong Song, Fangxin Wang, Xiaoqi Li, Ming Lu, Yandong Guo, Shanghang Zhang
in Proceedings of ACM NOSSDAV, Vancouver, Canada, June 10, 2023 (CCF-B)
MMSys
FSVVD: A Dataset of Full Scene Volumetric Video
Kaiyuan Hu, Yili Jin, Haowen Yang, Junhua Liu, Fangxin Wang
in Proceedings of ACM MMSys, Vancouver, Canada, June 7-10, 2023 [https:cuhksz-inml.github.iofull_scene_volumetric_video_dataset \[Website\]]
ICME
Cluster-driven GNN-based Federated Recommendation System with Biased Message Dropout
Rongyu Zhang*, Yun Chen*, Chenrui Wu*, Fangxin Wang
in Proceedings of IEEE ICME, Brisbane, Australia, July 10-14, 2023 (CCF-B)
ICME
Learning Cautiously in Federated Learning with Noisy and Heterogeneous Clients
Chenrui Wu, Zexi Li, Fangxin Wang, Chao Wu
in Proceedings of IEEE ICME Brisbane, Australia, July 10-14, 2023 (CCF-B)
VR
CaV3: Cache-assisted Viewport Adaptive Volumetric Video Streaming
Junhua Liu, Boxiang Zhu, Fangxin Wang, Yili Jin, Wenyi Zhang, Zihan Xu, Shuguang Cui
in Proceedings of IEEE VR, March 25-29, Shanghai, China, 2023 (CCF-A)
INFOCOM
SJA: Server-driven Joint Adaptation of Loss and Bitrate for Multi-Party Realtime Video Streaming
Kai Shen, Dayou Zhang, Zi Zhu, Lei Zhang, Fangxin Wang, Dan Wang
\, in Proceedings of IEEE INFOCOM, New York, USA, May 17-20, 2023 (CCF-A)
INFOCOM
OmniSense: Towards Edge-Assisted Online Analytics for 360-Degree Videos
Miao Zhang, Yifei Zhu, Linfeng Shen, Fangxin Wang, Jiangchuan Liu
\, in Proceedings of IEEE INFOCOM, New York, USA, May 17-20, 2023 (CCF-A)
INFOCOM
Collaborative Streaming and Super Resolution Adaptation for Mobile Immersive Videos
Lei Zhang, Haotian Guo, Yanjie Dong, Fangxin Wang, Laizhong Cui, Victor Leung
\, in Proceedings of IEEE INFOCOM, New York, USA, May 17-20, 2023 (CCF-A)
Satellite
DSFL: Decentralized Satellite Federated Learning for Energy-Aware LEO Constellation Computing
Chenrui Wu, Yifei Zhu, Fangxin Wang
\, in Proceedings of IEEE Satellite, Shenzhen, China, Nov. 26-27, 2022 (Best Student Paper Award)
MM
Where Are You Looking?: A Large-Scale Dataset of Head and Gaze Behavior for 360-Degree Videos and a Pilot Study
Yili Jin*, Junhua Liu*, Fangxin Wang, Shuguang Cui
in Proceedings of ACM Multimedia, Lisbon, Portugal, Oct. 10-14, 2022 [https:cuhksz-inml.github.iohead_gaze_dataset \[Website\]] (CCF-A)
ICME
Towards Joint Loss and Bitrate Adaptation in Realtime Video Streaming
Dayou Zhang, Kai Shen, Fangxin Wang, Dan Wang, Jiangchuan Liu
in Proceedings of IEEE ICME, Taipei, July 18-22, 2022 (CCF-B)
ICME
Maxim: DRL-Based Cross-camera Streaming Configuration for Real-time Video Analytics
Ruoyu Zhang, Yutao Zhou, Fangxin Wang, Zhi Wang
in Proceedings of IEEE ICME, Taipei, July 18-22, 2022 (CCF-B)
INFOCOM
Batch Adaptative Streaming for Video Analytics
Lei Zhang, Yuqing Zhang, Ximing Wu, Fangxin Wang, Laizhong Cui, Zhi Wang, Jiangchuan Liu
in Proceedings of IEEE INFOCOM, virtual, May 2-5, 2022 (CCF-A)
INFOCOM
CASVA: Configuration-Adaptive Streaming for Live Video Analytics
Miao Zhang, Fangxin Wang, Jiangchuan Liu
in Proceedings of IEEE INFOCOM, virtual, May 2-5, 2022 (CCF-A)
MMSys
Towards Cloud-Edge Collaborative Online Video Analytics with Fine-Grained Serverless Pipelines
Miao Zhang, Fangxin Wang, Yifei Zhu, Jiangchuan Liu, Zhi Wang
in Proceedings of ACM MMSys, Istanbul, Turkey (virtual), 2021
IWQoS
Demystifying the Relationship Between Network Latency and Mobility on High-Speed Rails: Measurement and Prediction
Xiangxiang Wang, Jiangchuan Liu, Fangxin Wang, Ke Xu
in Proceedings of IEEE\ACM IWQoS, Tokyo, Japan (virtual), 2021 (CCF-B)<span>
IWQoS
Workload Migration across Distributed Data Centers under Electrical Load Shedding
Linfeng Shen, Fangxin Wang, Feng Wang, Jiangchuan Liu
in Proceedings of IEEE\ACM IWQoS, Tokyo, Japan (virtual), 2021 (CCF-B)<span>
INFOCOM
Intelligent Video Caching at Network Edge: A Multi-Agent Deep Reinforcement Learning Approach
Fangxin Wang, Feng Wang, Jiangchuan Liu, Ryan Shea, Lifeng Sun
in Proceedings of IEEE INFOCOM, Toronto, Canada (virtual), 2020 (CCF-A)
IWQoS
WiCAR: WiFi-based in-Car Activity Recognition with Multi-Adversarial Domain Adaptation
Fangxin Wang, Jiangchuan Liu, Wei Gong
in Proceedings of IEEE\ACM IWQoS, Phoenix, US, 2019, (CCF-B)<span>
INFOCOM
Intelligent Edge-Assisted Crowdcast with Deep Reinforcement Learning for Personalized QoE