Lifeng Sun

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 152

Top Venues

Publications

Lianchen Jia, Chao Zhou, Tianchi Huang, Chaoyang Li, Lifeng Sun
Meet Challenges of RTT Jitter, A Hybrid Internet Congestion Control Algorithm. WWW (2024)
Lianchen Jia, Chao Zhou, Tianchi Huang, Chaoyang Li, Lifeng Sun
Dancing with Shackles, Meet the Challenge of Industrial Adaptive Streaming via Offline Reinforcement Learning. INFOCOM (2024)
Lifeng Sun, Xinhang Song, Shuqiang Jiang, Lili Wang, Hengtao Shen
Preface to the Special Issue on Multimodal Collaborative Perception and Fusion Technology. Int. J. Softw. Informatics 14 (2) (2024)
Jingwen Zhang, Qingjie Qi, Huifeng Cheng, Lifeng Sun, Siyun Liu, Yue Wang, Xinlei Jia
A Multi-Target Localization and Vital Sign Detection Method Using Ultra-Wide Band Radar. Sensors 23 (13) (2023)
Lianchen Jia, Chao Zhou, Tianchi Huang, Chaoyang Li, Lifeng Sun
RDladder: Resolution-Duration Ladder for VBR-encoded Videos via Imitation Learning. INFOCOM (2023)
Chaoyang Li, Rui-Xiao Zhang, Tianchi Huang, Lianchen Jia, Lifeng Sun
Concerto: Client-server Orchestration for Real-Time Video Analytics. ACM Multimedia (2023)
Tianchi Huang, Rui-Xiao Zhang, Chenglei Wu, Lifeng Sun
Optimizing Adaptive Video Streaming with Human Feedback. ACM Multimedia (2023)
Rui-Xiao Zhang, Changpeng Yang, Xiaochan Wang, Tianchi Huang, Chenglei Wu, Jiangchuan Liu, Lifeng Sun
Practical Cloud-Edge Scheduling for Large-Scale Crowdsourced Live Streaming. IEEE Trans. Parallel Distributed Syst. 34 (7) (2023)
Rui-Xiao Zhang, Chaoyang Li, Chenglei Wu, Tianchi Huang, Lifeng Sun
Owl: A Pre-and Post-processing Framework for Video Analytics in Low-light Surroundings. INFOCOM (2023)
Tianchi Huang, Chao Zhou, Rui-Xiao Zhang, Chenglei Wu, Lifeng Sun
Buffer Awareness Neural Adaptive Video Streaming for Avoiding Extra Buffer Consumption. INFOCOM (2023)
Zihao Wu, Xin Wang, Hong Chen, Kaidong Li, Yi Han, Lifeng Sun, Wenwu Zhu
Diff4Rec: Sequential Recommendation with Curriculum-scheduled Diffusion Augmentation. ACM Multimedia (2023)
Tianchi Huang, Rui-Xiao Zhang, Chenglei Wu, Lifeng Sun
Optimizing Adaptive Video Streaming with Human Feedback. CoRR (2023)
Rui-Xiao Zhang, Tianchi Huang, Chenglei Wu, Lifeng Sun
Who is the Rising Star? Demystifying the Promising Streamers in Crowdsourced Live Streaming. INFOCOM (2023)
Siyun Liu, Qingjie Qi, Huifeng Cheng, Lifeng Sun, Youxin Zhao, Jiamei Chai
A Vital Signs Fast Detection and Extraction Method of UWB Impulse Radar Based on SVD. Sensors 22 (3) (2022)
Tianchi Huang, Chao Zhou, Rui-Xiao Zhang, Chenglei Wu, Lifeng Sun
Learning Tailored Adaptive Bitrate Algorithms to Heterogeneous Network Conditions: A Domain-Specific Priors and Meta-Reinforcement Learning Approach. IEEE J. Sel. Areas Commun. 40 (8) (2022)
Tianchi Huang, Rui-Xiao Zhang, Lifeng Sun
Zwei: A Self-Play Reinforcement Learning Framework for Video Transmission Services. IEEE Trans. Multim. 24 (2022)
Wenzhe Li, Zirui Zhu, Tianchi Huang, Lifeng Sun, Chun Yuan
Federated Knowledge Transfer for Heterogeneous Visual Models. MMAsia (2022)
Lianchen Jia, Tianchi Huang, Lifeng Sun
ZiXia: A Reinforcement Learning Approach via Adjusted Ranking Reward for Internet Congestion Control. ICC (2022)
Lili Jiang, Lifeng Sun, Wenwu Zhu
Distance-aware Multi-Agent Reinforcement Learning for Task Offloading in MEC Network. HPCC/DSS/SmartCity/DependSys (2022)
Qingjie Qi, Youxin Zhao, Liang Zhang, Zhen Yang, Lifeng Sun, Xinlei Jia
Research on Ultra-Wideband Radar Echo Signal Processing Method Based on P-Order Extraction and VMD. Sensors 22 (18) (2022)
Tianchi Huang, Chao Zhou, Lianchen Jia, Rui-Xiao Zhang, Lifeng Sun
Learned Internet Congestion Control for Short Video Uploading. ACM Multimedia (2022)
Rui-Xiao Zhang, Changpeng Yang, Xiaochan Wang, Tianchi Huang, Chenglei Wu, Jiangchuan Liu, Lifeng Sun
AggCast: Practical Cost-effective Scheduling for Large-scale Cloud-edge Crowdsourced Live Streaming. ACM Multimedia (2022)
Ze Meng, Jinnian Zhang, Yumeng Li, Jiancheng Li, Tanchao Zhu, Lifeng Sun
A General Method For Automatic Discovery of Powerful Interactions In Click-Through Rate Prediction. SIGIR (2021)
Fangxin Wang, Jiangchuan Liu, Cong Zhang, Lifeng Sun, Kai Hwang
Intelligent Edge Learning for Personalized Crowdsourced Livecast: Challenges, Opportunities, and Solutions. IEEE Netw. 35 (1) (2021)
Zhi Wang, Wenwu Zhu, Lifeng Sun, Han Hu, Ge Ma, Ming Ma, Haitian Pang, Jiahui Ye, Hongshan Li
Multimedia Edge Computing. CoRR (2021)
Zirui Zhu, Lifeng Sun
Initialize with Mask: For More Efficient Federated Learning. MMM (2) (2021)
Ze Meng, Xin Yao, Lifeng Sun
Multi-Task Distillation: Towards Mitigating the Negative Transfer in Multi-Task Learning. ICIP (2021)
Chenglei Wu, Zhi Wang, Lifeng Sun
A Spherical Mixture Model Approach for 360 Video Virtual Cinematography. ICIP (2021)
Zirui Zhu, Lifeng Sun
Federated Trace: A Node Selection Method for More Efficient Federated Learning. ICIP (2021)
Chenglei Wu, Zhi Wang, Lifeng Sun
PAAS: a preference-aware deep reinforcement learning approach for 360° video streaming. NOSSDAV (2021)
Lili Jiang, Lifeng Sun, Kai Hwang
Anomalous Crowd Detection with Mobile Sensing and Suspicious Scoring. Big Data (CCF) (2021)
Tianchi Huang, Rui-Xiao Zhang, Lifeng Sun
Deep reinforced bitrate ladders for adaptive video streaming. NOSSDAV (2021)
Ze Meng, Jinnian Zhang, Yumeng Li, Jiancheng Li, Tanchao Zhu, Lifeng Sun
A General Method For Automatic Discovery of Powerful Interactions In Click-Through Rate Prediction. CoRR (2021)
Cong Zhang, Haitian Pang, Lin Gao, Qinghua Ding, Yang Yang, Lifeng Sun
Incentivizing Mobile Video Users With Data Sponsoring and Edge Caching. IEEE Access 8 (2020)
Rui-Xiao Zhang, Ming Ma, Tianchi Huang, Haitian Pang, Xin Yao, Chenglei Wu, Lifeng Sun
A Practical Learning-based Approach for Viewer Scheduling in the Crowdsourced Live Streaming. ACM Trans. Multim. Comput. Commun. Appl. 16 (Special) (2020)
Tianchi Huang, Rui-Xiao Zhang, Lifeng Sun
Self-play Reinforcement Learning for Video Transmission. CoRR (2020)
Fangxin Wang, Cong Zhang, Feng Wang, Jiangchuan Liu, Yifei Zhu, Haitian Pang, Lifeng Sun
DeepCast: Towards Personalized QoE for Edge-Assisted Crowdcast With Deep Reinforcement Learning. IEEE/ACM Trans. Netw. 28 (3) (2020)
Cong Zhang, Jiangchuan Liu, Zhi Wang, Lifeng Sun
Look Ahead at the First-mile in Livecast with Crowdsourced Highlight Prediction. INFOCOM (2020)
Fangxin Wang, Feng Wang, Jiangchuan Liu, Ryan Shea, Lifeng Sun
Intelligent Video Caching at Network Edge: A Multi-Agent Deep Reinforcement Learning Approach. INFOCOM (2020)
Tianchi Huang, Rui-Xiao Zhang, Lifeng Sun
Self-play reinforcement learning for video transmission. NOSSDAV (2020)
Kun Yi, Yu Guo, Zhi Wang, Lifeng Sun, Wenwu Zhu
Personalized Text Summarization Based on Gaze Patterns. MIPR (2020)
Tianchi Huang, Chao Zhou, Rui-Xiao Zhang, Chenglei Wu, Xin Yao, Lifeng Sun
Stick: A Harmonious Fusion of Buffer-based and Learning-based Approach for Adaptive Streaming. INFOCOM (2020)
Tianchi Huang, Lifeng Sun
Deepmpc: A Mixture Abr Approach Via Deep Learning And Mpc. ICIP (2020)
Kun Yi, Yu Guo, Weifeng Jiang, Zhi Wang, Lifeng Sun
A dataset for exploring gaze behaviors in text summarization. MMSys (2020)
Tianchi Huang, Lifeng Sun
Optimized bitrate ladders for adaptive video streaming with deep reinforcement learning. SIGCOMM Posters and Demos (2020)
Tianchi Huang, Chao Zhou, Xin Yao, Rui-Xiao Zhang, Chenglei Wu, Bing Yu, Lifeng Sun
Quality-Aware Neural Adaptive Video Streaming With Lifelong Imitation Learning. IEEE J. Sel. Areas Commun. 38 (10) (2020)
Rui-Xiao Zhang, Tianchi Huang, Lifeng Sun
A Long-Short-Term Fusion Approach For Video Cache. GLOBECOM (2020)
Rui-Xiao Zhang, Ming Ma, Tianchi Huang, Hanyu Li, Jiangchuan Liu, Lifeng Sun
Leveraging QoE Heterogenity for Large-Scale Livecaset Scheduling. ACM Multimedia (2020)
Xin Yao, Lifeng Sun
Continual Local Training For Better Initialization Of Federated Models. ICIP (2020)
Xin Yao, Lifeng Sun
Continual Local Training for Better Initialization of Federated Models. CoRR (2020)
Lin Gao, Ming Tang, Haitian Pang, Jianwei Huang, Lifeng Sun
Multi-User Cooperative Mobile Video Streaming: Performance Analysis and Online Mechanism Design. IEEE Trans. Mob. Comput. 18 (2) (2019)
Rui-Xiao Zhang, Tianchi Huang, Ming Ma, Haitian Pang, Xin Yao, Chenglei Wu, Lifeng Sun
Enhancing the crowdsourced live streaming: a deep reinforcement learning approach. NOSSDAV (2019)
Tianchi Huang, Chao Zhou, Rui-Xiao Zhang, Chenglei Wu, Xin Yao, Lifeng Sun
Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning. CoRR (2019)
Tianchi Huang, Chao Zhou, Rui-Xiao Zhang, Chenglei Wu, Xin Yao, Lifeng Sun
Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning. ACM Multimedia (2019)
Tianchi Huang, Xin Yao, Chenglei Wu, Rui-Xiao Zhang, Zhengyuan Pang, Lifeng Sun
Tiyuntsong: A Self-Play Reinforcement Learning Approach for ABR Video Streaming. ICME (2019)
Xin Yao, Tianchi Huang, Chenglei Wu, Rui-Xiao Zhang, Lifeng Sun
Towards Faster and Better Federated Learning: A Feature Fusion Approach. ICIP (2019)
Haitian Pang, Cong Zhang, Fangxin Wang, Jiangchuan Liu, Lifeng Sun
Towards Low Latency Multi-viewpoint 360° Interactive Video: A Multimodal Deep Reinforcement Learning Approach. INFOCOM (2019)
Fangxin Wang, Cong Zhang, Feng Wang, Jiangchuan Liu, Yifei Zhu, Haitian Pang, Lifeng Sun
Intelligent Edge-Assisted Crowdcast with Deep Reinforcement Learning for Personalized QoE. INFOCOM (2019)
Cong Zhang, Haitian Pang, Jiangchuan Liu, Shizhi Tang, Rui-Xiao Zhang, Dan Wang, Lifeng Sun
Toward Edge-Assisted Video Content Intelligent Caching With Long Short-Term Memory Learning. IEEE Access 7 (2019)
Tianchi Huang, Rui-Xiao Zhang, Chenglei Wu, Xin Yao, Chao Zhou, Bing Yu, Lifeng Sun
Generalizing Rate Control Strategies for Realtime Video Streaming via Learning from Deep Learning. MMAsia (2019)
Xin Yao, Tianchi Huang, Chenglei Wu, Rui-Xiao Zhang, Lifeng Sun
Adversarial Feature Alignment: Avoid Catastrophic Forgetting in Incremental Task Lifelong Learning. CoRR (2019)
Haitian Pang, Zhi Wang, Chen Yan, Qinghua Ding, Kun Yi, Jiangchuan Liu, Lifeng Sun
Content Harvest Network: Optimizing First Mile for Crowdsourced Live Streaming. IEEE Trans. Circuits Syst. Video Technol. 29 (7) (2019)
Xin Yao, Tianchi Huang, Rui-Xiao Zhang, Ruiyu Li, Lifeng Sun
Federated Learning with Unbiased Gradient Aggregation and Controllable Meta Updating. CoRR (2019)
Xin Yao, Tianchi Huang, Chenglei Wu, Rui-Xiao Zhang, Lifeng Sun
Adversarial Feature Alignment: Avoid Catastrophic Forgetting in Incremental Task Lifelong Learning. Neural Comput. 31 (11) (2019)
Tianchi Huang, Rui-Xiao Zhang, Xin Yao, Chenglei Wu, Lifeng Sun
Being more Effective and Interpretable: Bridging the Gap Between Heuristics and AI for ABR Algorithms. SIGCOMM Posters and Demos (2019)
Xin Yao, Tianchi Huang, Chenglei Wu, Rui-Xiao Zhang, Lifeng Sun
Federated Learning with Additional Mechanisms on Clients to Reduce Communication Costs. CoRR (2019)
Rui-Xiao Zhang, Ming Ma, Tianchi Huang, Haitian Pang, Xin Yao, Chenglei Wu, Jiangchuan Liu, Lifeng Sun
Livesmart: A QoS-Guaranteed Cost-Minimum Framework of Viewer Scheduling for Crowdsourced Live Streaming. ACM Multimedia (2019)
Rui-Xiao Zhang, Tianchi Huang, Chenglei Wu, Lifeng Sun
Reactive Video Caching via long-short-term fusion approach. CoRR (2019)
Zhengyuan Pang, Lifeng Sun, Tianchi Huang, Zhi Wang, Shiqiang Yang
Towards QoS-Aware Cloud Live Transcoding: A Deep Reinforcement Learning Approach. ICME (2019)
Tianchi Huang, Rui-Xiao Zhang, Chao Zhou, Lifeng Sun
Delay-Constrained Rate Control for Real-Time Video Streaming with Bounded Neural Network. NOSSDAV (2018)
Haitian Pang, Jiangchuan Liu, Xiaoyi Fan, Lifeng Sun
Toward Smart and Cooperative Edge Caching for 5G Networks: A Deep Learning Based Approach. IWQoS (2018)
Haitian Pang, Cong Zhang, Fangxin Wang, Han Hu, Zhi Wang, Jiangchuan Liu, Lifeng Sun
Optimizing Personalized Interaction Experience in Crowd-Interactive Livecast: A Cloud-Edge Approach. ACM Multimedia (2018)
Yiping Yan, Wei Tu, Xu Ding, Lifeng Sun
Evaluating Actors' Behavior on Social Media. Int. J. Semantic Comput. 12 (2) (2018)
Tianchi Huang, Rui-Xiao Zhang, Chao Zhou, Lifeng Sun
QARC: Video Quality Aware Rate Control for Real-Time Video Streaming based on Deep Reinforcement Learning. ACM Multimedia (2018)
Qinghua Ding, Haitian Pang, Lifeng Sun
Location Dependent Pricing in Edge Caching Market with Non-Uniform Popularity. ICC (2018)
Ming Tang, Haitian Pang, Shou Wang, Lin Gao, Jianwei Huang, Lifeng Sun
Multi-Dimensional Auction Mechanisms for Crowdsourced Mobile Video Streaming. IEEE/ACM Trans. Netw. 26 (5) (2018)
Lin Gao, Ming Tang, Haitian Pang, Jianwei Huang, Lifeng Sun
Performance Bound Analysis for Crowdsourced Mobile Video Streaming. CoRR (2018)
Wei Tu, Chen Yan, Yiping Yan, Xu Ding, Lifeng Sun
Who Is Earning? Understanding and Modeling the Virtual Gifts Behavior of Users in Live Streaming Economy. MIPR (2018)
Haitian Pang, Lin Gao, Qinghua Ding, Jiangchuan Liu, Lifeng Sun
Competitive Analysis of Data Sponsoring and Edge Caching for Mobile Video Streaming. NOSSDAV (2018)
Xin Yao, Chaofeng Huang, Lifeng Sun
Two-Stream Federated Learning: Reduce the Communication Costs. VCIP (2018)
Tianchi Huang, Xin Yao, Chenglei Wu, Rui-Xiao Zhang, Lifeng Sun
Tiyuntsong: A Self-Play Reinforcement Learning Approach for ABR Video Streaming. CoRR (2018)
Lifeng Sun, Haitian Pang, Lin Gao
Joint Sponsor Scheduling in Cellular and Edge Caching Networks for Mobile Video Delivery. IEEE Trans. Multim. 20 (12) (2018)
Wen Hu, Yichao Jin, Yonggang Wen, Zhi Wang, Lifeng Sun
Toward Wi-Fi AP-Assisted Content Prefetching for an On-Demand TV Series: A Learning-Based Approach. IEEE Trans. Circuits Syst. Video Technol. 28 (7) (2018)
Lin Gao, Ming Tang, Haitian Pang, Jianwei Huang, Lifeng Sun
Multi-User Cooperative Mobile Video Streaming: Performance Analysis and Online Mechanism Design. CoRR (2018)
Tianchi Huang, Rui-Xiao Zhang, Chao Zhou, Lifeng Sun
Delay-Constrained Rate Control for Real-Time Video Streaming with Bounded Neural Network. CoRR (2018)
Ming Ma, Lei Zhang, Jiangchuan Liu, Zhi Wang, Haitian Pang, Lifeng Sun, Weihua Li, Guangling Hou, Kaiyan Chu
Characterizing User Behaviors in Mobile Personal Livecast: Towards an Edge Computing-assisted Paradigm. ACM Trans. Multim. Comput. Commun. Appl. 14 (3s) (2018)
Wen Hu, Jiahui Huang, Zhi Wang, Peng Wang, Kun Yi, Yonggang Wen, Kaiyan Chu, Lifeng Sun
MUSA: Wi-Fi AP-assisted video prefetching via Tensor Learning. IWQoS (2017)
Ming Tang, Shou Wang, Lin Gao, Jianwei Huang, Lifeng Sun
MOMD: A multi-object multi-dimensional auction for crowdsourced mobile video streaming. INFOCOM (2017)
Wen Hu, Yichao Jin, Yonggang Wen, Zhi Wang, Lifeng Sun
Towards Wi-Fi AP-Assisted Content Prefetching for On-Demand TV Series: A Reinforcement Learning Approach. CoRR (2017)
Lifeng Sun, Xiaoyan Wang, Zhi Wang, Hong Zhao, Wenwu Zhu
Social-Aware Video Recommendation for Online Social Groups. IEEE Trans. Multim. 19 (3) (2017)
Zhi Wang, Lifeng Sun, Miao Zhang, Haitian Pang, Erfang Tian, Wenwu Zhu
Propagation- and Mobility-Aware D2D Social Content Replication. IEEE Trans. Mob. Comput. 16 (4) (2017)
Qinghua Ding, Haitian Pang, Lifeng Sun
SAM: Cache space allocation in collaborative edge-caching network. ICC (2017)
Ming Ma, Zhi Wang, Kun Yi, Jiangchuan Liu, Lifeng Sun
Joint Request Balancing and Content Aggregation in Crowdsourced CDN. ICDCS (2017)
Haitian Pang, Lin Gao, Qinghua Ding, Lifeng Sun
When Data Sponsoring Meets Edge Caching: A Game-Theoretic Analysis. GLOBECOM (2017)
Ming Ma, Lei Zhang, Jiangchuan Liu, Zhi Wang, Weihua Li, Guangling Hou, Lifeng Sun
Characterizing User Behaviors in Mobile Personal Livecast. NOSSDAV (2017)
Chen Yan, Peng Wang, Lifeng Sun
Sensing Urban with Wi-Fi and Satellite: Functional Region Discovery across Cities. ACM Multimedia (Thematic Workshops) (2017)
Zhengyuan Pang, Lifeng Sun, Zhi Wang, Yuan Xie, Shiqiang Yang
Understanding Performance of Edge Prefetching. MMM (1) (2017)
Ming Tang, Lin Gao, Haitian Pang, Jianwei Huang, Lifeng Sun
Optimizations and Economics of Crowdsourced Mobile Streaming. IEEE Commun. Mag. 55 (4) (2017)
Ming Tang, Haitian Pang, Shou Wang, Lin Gao, Jianwei Huang, Lifeng Sun
Multi-Dimensional Auction Mechanisms for Crowdsourced Mobile Video Streaming. CoRR (2017)
Haitian Pang, Lin Gao, Qinghua Ding, Lifeng Sun
When Data Sponsoring Meets Edge Caching: A Game-Theoretic Analysis. CoRR (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Lifeng Sun