Junchen Jiang

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 80

Top Venues

Publications

Duo Wu, Xianda Wang, Yaqi Qiao, Zhi Wang, Junchen Jiang, Shuguang Cui, Fangxin Wang
Large Language Model Adaptation for Networking. CoRR (2024)
Yihua Cheng, Ziyi Zhang, Hanchen Li, Anton Arapin, Yue Zhang, Qizheng Zhang, Yuhan Liu, Kuntai Du, Xu Zhang, Francis Y. Yan, Amrita Mazumdar, Nick Feamster, Junchen Jiang
GRACE: Loss-Resilient Real-Time Video through Neural Codecs. NSDI (2024)
Hanchen Li, Yuhan Liu, Yihua Cheng, Siddhant Ray, Kuntai Du, Junchen Jiang
Eloquent: A More Robust Transmission Scheme for LLM Token Streaming. NAIC (2024)
Yuhan Liu, Chengcheng Wan, Kuntai Du, Henry Hoffmann, Junchen Jiang, Shan Lu, Michael Maire
ChameleonAPI: Automatic and Efficient Customization of Neural Networks for ML Applications. OSDI (2024)
Jiayi Yao, Hanchen Li, Yuhan Liu, Siddhant Ray, Yihua Cheng, Qizheng Zhang, Kuntai Du, Shan Lu, Junchen Jiang
CacheBlend: Fast Large Language Model Serving for RAG with Cached Knowledge Fusion. CoRR (2024)
Yong Cui, Jiangchuan Liu, Minlan Yu, Junchen Jiang, Liang Zhang, Lu Lu
Network Digital Twin. IEEE Netw. 38 (1) (2024)
Yuhan Liu, Hanchen Li, Yihua Cheng, Siddhant Ray, Yuyang Huang, Qizheng Zhang, Kuntai Du, Jiayi Yao, Shan Lu, Ganesh Ananthanarayanan, Michael Maire, Henry Hoffmann, Ari Holtzman, Junchen Jiang
CacheGen: KV Cache Compression and Streaming for Fast Large Language Model Serving. SIGCOMM (2024)
Kuntai Du, Yihua Cheng, Peder A. Olsen, Shadi A. Noghabi, Ranveer Chandra, Junchen Jiang
Earth+: on-board satellite imagery compression leveraging historical earth observations. CoRR (2024)
Hanchen Li, Yuhan Liu, Yihua Cheng, Siddhant Ray, Kuntai Du, Junchen Jiang
Chatterbox: Robust Transport for LLM Token Streaming under Unstable Network. CoRR (2024)
Duo Wu, Xianda Wang, Yaqi Qiao, Zhi Wang, Junchen Jiang, Shuguang Cui, Fangxin Wang
NetLLM: Adapting Large Language Models for Networking. SIGCOMM (2024)
Farzad Tashtarian, Abdelhak Bentaleb, Hadi Amirpour, Sergey Gorinsky, Junchen Jiang, Hermann Hellwagner, Christian Timmerer
ARTEMIS: Adaptive Bitrate Ladder Optimization for Live Video Streaming. NSDI (2024)
Hao Wang, Han Tian, Jingrong Chen, Xinchen Wan, Jiacheng Xia, Gaoxiong Zeng, Wei Bai, Junchen Jiang, Yong Wang, Kai Chen
Towards Domain-Specific Network Transport for Distributed DNN Training. NSDI (2024)
Chengcheng Wan, Yuhan Liu, Kuntai Du, Henry Hoffmann, Junchen Jiang, Michael Maire, Shan Lu
Run-Time Prevention of Software Integration Failures of Machine Learning APIs. Proc. ACM Program. Lang. 7 (OOPSLA2) (2023)
Xu Zhang, Hanchen Li, Paul Schmitt, Marshini Chetty, Nick Feamster, Junchen Jiang
VidPlat: A Tool for Fast Crowdsourcing of Quality-of-Experience Measurements. CoRR (2023)
Zhengxu Xia, Yitian Hao, Jun Duan, Chen Wang, Junchen Jiang
Towards Optimal Preemptive GPU Time-Sharing for Edge Model Serving. WOC@Middleware (2023)
Taveesh Sharma, Tarun Mangla, Arpit Gupta, Junchen Jiang, Nick Feamster
Estimating WebRTC Video QoE Metrics Without Using Application Headers. IMC (2023)
Kuntai Du, Yuhan Liu, Yitian Hao, Qizheng Zhang, Haodong Wang, Yuyang Huang, Ganesh Ananthanarayanan, Junchen Jiang
OneAdapt: Fast Adaptation for Deep Learning Applications via Backpropagation. SoCC (2023)
Yihua Cheng, Xu Zhang, Junchen Jiang
Enabling Perception-Driven Optimization in Networking. SIGMETRICS Perform. Evaluation Rev. 51 (2) (2023)
Kuntai Du, Yuhan Liu, Yitian Hao, Qizheng Zhang, Haodong Wang, Yuyang Huang, Ganesh Ananthanarayanan, Junchen Jiang
OneAdapt: Fast Adaptation for Deep Learning Applications via Backpropagation. CoRR (2023)
Ruijie Miao, Yinda Zhang, Zihao Zheng, Ruixin Wang, Ruwen Zhang, Tong Yang, Zaoxing Liu, Junchen Jiang
CocoSketch: High-Performance Sketch-Based Measurement Over Arbitrary Partial Key Query. IEEE/ACM Trans. Netw. 31 (6) (2023)
Yiding Wang, Weiyan Wang, Duowen Liu, Xin Jin, Junchen Jiang, Kai Chen
Enabling Edge-Cloud Video Analytics for Robotics Applications. IEEE Trans. Cloud Comput. 11 (2) (2023)
Wenzheng Yang, Yan Liu, Chen Tian, Junchen Jiang, Lingfeng Guo
Gemini: Divide-and-Conquer for Practical Learning-Based Internet Congestion Control. INFOCOM (2023)
Yihua Cheng, Hui Zhang, Junchen Jiang
Online Profiling and Adaptation of Quality Sensitivity for Internet Video. SoCC (2023)
Henry Milner, Yihua Cheng, Jibin Zhan, Hui Zhang, Vyas Sekar, Junchen Jiang, Ion Stoica
Raising the Level of Abstraction for Time-State Analytics With the Timeline Framework. CIDR (2023)
Yihua Cheng, Anton Arapin, Ziyi Zhang, Qizheng Zhang, Hanchen Li, Nick Feamster, Junchen Jiang
Grace++: Loss-Resilient Real-Time Video Communication under High Network Latency. CoRR (2023)
Mehrdad Khani, Ganesh Ananthanarayanan, Kevin Hsieh, Junchen Jiang, Ravi Netravali, Yuanchao Shu, Mohammad Alizadeh, Victor Bahl
RECL: Responsive Resource-Efficient Continuous Learning for Video Analytics. NSDI (2023)
Yuhan Liu, Hanchen Li, Kuntai Du, Jiayi Yao, Yihua Cheng, Yuyang Huang, Shan Lu, Michael Maire, Henry Hoffmann, Ari Holtzman, Ganesh Ananthanarayanan, Junchen Jiang
CacheGen: Fast Context Loading for Language Model Applications. CoRR (2023)
Taveesh Sharma, Tarun Mangla, Arpit Gupta, Junchen Jiang, Nick Feamster
Estimating WebRTC Video QoE Metrics Without Using Application Headers. CoRR (2023)
Yuhan Liu, Chengcheng Wan, Kuntai Du, Henry Hoffmann, Junchen Jiang, Shan Lu, Michael Maire
Automatic and Efficient Customization of Neural Networks for ML Applications. CoRR (2023)
Zhengxu Xia, Yajie Zhou, Francis Y. Yan, Junchen Jiang
Automatic Curriculum Generation for Learning Adaptation in Networking. CoRR (2022)
Romil Bhardwaj, Zhengxu Xia, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Nikolaos Karianakis, Kevin Hsieh, Paramvir Bahl, Ion Stoica
Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers. NSDI (2022)
Kuntai Du, Qizheng Zhang, Anton Arapin, Haodong Wang, Zhengxu Xia, Junchen Jiang
AccMPEG: Optimizing Video Encoding for Accurate Video Analytics. MLSys (2022)
Kuntai Du, Qizheng Zhang, Anton Arapin, Haodong Wang, Zhengxu Xia, Junchen Jiang
AccMPEG: Optimizing Video Encoding for Video Analytics. CoRR (2022)
Qizheng Zhang, Kuntai Du, Neil Agarwal, Ravi Netravali, Junchen Jiang
Understanding the potential of server-driven edge video analytics. HotMobile (2022)
Zhengxu Xia, Yajie Zhou, Francis Y. Yan, Junchen Jiang
Genet: automatic curriculum generation for learning adaptation in networking. SIGCOMM (2022)
Xutong Zuo, Yishu Li, Mohan Xu, Wei Tsang Ooi, Jiangchuan Liu, Junchen Jiang, Xinggong Zhang, Kai Zheng, Yong Cui
Bandwidth-Efficient Multi-video Prefetching for Short Video Streaming. ACM Multimedia (2022)
Haodong Wang, Kuntai Du, Junchen Jiang
Minimizing packet retransmission for real-time video analytics. SoCC (2022)
Zaipeng Xie, Junchen Jiang, Ruifeng Chen, Zhihao Qu, Hanxiang Liu
FedDGIC: Reliable and Efficient Asynchronous Federated Learning with Gradient Compensation. ICPADS (2022)
Xu Zhang, Paul Schmitt, Marshini Chetty, Nick Feamster, Junchen Jiang
Enabling Personalized Video Quality Optimization with VidHoc. CoRR (2022)
Xutong Zuo, Yishu Li, Mohan Xu, Wei Tsang Ooi, Jiangchuan Liu, Junchen Jiang, Xinggong Zhang, Kai Zheng, Yong Cui
Bandwidth-Efficient Multi-video Prefetching for Short Video Streaming. CoRR (2022)
Yihua Cheng, Anton Arapin, Ziyi Zhang, Qizheng Zhang, Hanchen Li, Nick Feamster, Junchen Jiang
GRACE: Loss-Resilient Real-Time Video Communication Using Data-Scalable Autoencoder. CoRR (2022)
Zhujun Xiao, Zhengxu Xia, Haitao Zheng, Ben Y. Zhao, Junchen Jiang
Towards Performance Clarity of Edge Video Analytics. CoRR (2021)
Frank Cangialosi, Neil Agarwal, Venkat Arun, Junchen Jiang, Srinivas Narayana, Anand Sarwate, Ravi Netravali
Privid: Practical, Privacy-Preserving Video Analytics Queries. CoRR (2021)
Mathias Lécuyer, Sang Hoon Kim, Mihir Nanavati, Junchen Jiang, Siddhartha Sen, Amit Sharma, Aleksandrs Slivkins
Sayer: Using Implicit Feedback to Optimize System Policies. CoRR (2021)
Xu Zhang, Yiyang Ou, Siddhartha Sen, Junchen Jiang
SENSEI: Aligning Video Streaming Quality with Dynamic User Sensitivity. NSDI (2021)
Yuchao Zhang, Xiaohui Nie, Junchen Jiang, Wendong Wang, Ke Xu, Youjian Zhao, Martin J. Reed, Kai Chen, Haiyang Wang, Guang Yao
BDS+: An Inter-Datacenter Data Replication System With Dynamic Bandwidth Separation. IEEE/ACM Trans. Netw. 29 (2) (2021)
Yiding Wang, Weiyan Wang, Duowen Liu, Xin Jin, Junchen Jiang, Kai Chen
Enabling Edge-Cloud Video Analytics for Robotics Applications. INFOCOM (2021)
Mathias Lécuyer, Sang Hoon Kim, Mihir Nanavati, Junchen Jiang, Siddhartha Sen, Aleksandrs Slivkins, Amit Sharma
Sayer: Using Implicit Feedback to Optimize System Policies. SoCC (2021)
Peiqing Chen, Yuhan Wu, Tong Yang, Junchen Jiang, Zaoxing Liu
Precise error estimation for sketch-based flow measurement. Internet Measurement Conference (2021)
Zhujun Xiao, Zhengxu Xia, Haitao Zheng, Ben Y. Zhao, Junchen Jiang
Towards Performance Clarity of Edge Video Analytics. SEC (2021)
Yinda Zhang, Zaoxing Liu, Ruixin Wang, Tong Yang, Jizhou Li, Ruijie Miao, Peng Liu, Ruwen Zhang, Junchen Jiang
CocoSketch: high-performance sketch-based measurement over arbitrary partial key query. SIGCOMM (2021)
Samvit Jain, Xun Zhang, Yuhao Zhou, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Paramvir Bahl, Joseph Gonzalez
Spatula: Efficient cross-camera video analytics on large camera networks. SEC (2020)
Junchen Jiang, Siddhartha Sen
A New Abstraction for Internet QoE Optimization. CoRR (2020)
Hao Wang, Jingrong Chen, Xinchen Wan, Han Tian, Jiacheng Xia, Gaoxiong Zeng, Weiyan Wang, Kai Chen, Wei Bai, Junchen Jiang
Domain-specific Communication Optimization for Distributed DNN Training. CoRR (2020)
Romil Bhardwaj, Zhengxu Xia, Ganesh Ananthanarayanan, Junchen Jiang, Nikolaos Karianakis, Yuanchao Shu, Kevin Hsieh, Victor Bahl, Ion Stoica
Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers. CoRR (2020)
Xu Zhang, Yiyang Ou, Siddhartha Sen, Junchen Jiang
SENSEI: Aligning Video Streaming Quality with Dynamic User Sensitivity. CoRR (2020)
Kuntai Du, Ahsan Pervaiz, Xin Yuan, Aakanksha Chowdhery, Qizheng Zhang, Henry Hoffmann, Junchen Jiang
Server-Driven Video Streaming for Deep Learning Inference. SIGCOMM (2020)
Yu Guan, Chengyuan Zheng, Xinggong Zhang, Zongming Guo, Junchen Jiang
Pano: optimizing 360° video streaming with a better understanding of quality perception. SIGCOMM (2019)
Jiacheng Xia, Gaoxiong Zeng, Junxue Zhang, Weiyan Wang, Wei Bai, Junchen Jiang, Kai Chen
Rethinking Transport Layer Design for Distributed Machine Learning. APNet (2019)
Junchen Jiang, Yuhao Zhou, Ganesh Ananthanarayanan, Yuanchao Shu, Andrew A. Chien
Networked Cameras Are the New Big Data Clusters. HotEdgeVideo@MOBICOM (2019)
Samvit Jain, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Joseph Gonzalez
Scaling Video Analytics Systems to Large Camera Deployments. HotMobile (2019)
Yiding Wang, Weiyan Wang, Junxue Zhang, Junchen Jiang, Kai Chen
Bridging the Edge-Cloud Barrier for Real-time Advanced Vision Analytics. HotCloud (2019)
Xu Zhang, Siddhartha Sen, Daniar Kurniawan, Haryadi S. Gunawi, Junchen Jiang
E2E: embracing user heterogeneity to improve quality of experience on the web. SIGCOMM (2019)
Yuchen Jin, Sundararajan Renganathan, Ganesh Ananthanarayanan, Junchen Jiang, Venkata N. Padmanabhan, Manuel Schröder, Matt Calder, Arvind Krishnamurthy
Zooming in on wide-area latencies to a global cloud provider. SIGCOMM (2019)
Yu Guan, Chengyuan Zheng, Zongming Guo, Xinggong Zhang, Junchen Jiang
Pano: Optimizing 360° Video Streaming with a Better Understanding of Quality Perception. CoRR (2019)
Samvit Jain, Junchen Jiang, Yuanchao Shu, Ganesh Ananthanarayanan, Joseph Gonzalez
ReXCam: Resource-Efficient, Cross-Camera Video Analytics at Enterprise Scale. CoRR (2018)
Mowei Wang, Yong Cui, Xin Wang, Shihan Xiao, Junchen Jiang
Machine Learning for Networking: Workflow, Advances and Opportunities. IEEE Netw. 32 (2) (2018)
Junchen Jiang, Ganesh Ananthanarayanan, Peter Bodík, Siddhartha Sen, Ion Stoica
Chameleon: scalable adaptation of video analytics. SIGCOMM (2018)
Chrisma Pakha, Aakanksha Chowdhery, Junchen Jiang
Reinventing Video Streaming for Distributed Vision Analytics. HotCloud (2018)
Samvit Jain, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Joseph E. Gonzalez
Scaling Video Analytics Systems to Large Camera Deployments. CoRR (2018)
Ying Zheng, Ziyu Liu, Xinyu You, Yuedong Xu, Junchen Jiang
Demystifying Deep Learning in Networking. APNet (2018)
Zhujun Xiao, Yanzi Zhu, Yuxin Chen, Ben Y. Zhao, Junchen Jiang, Haitao Zheng
Seeding Deep Learning using Wireless Localization. CoRR (2018)
Yuchao Zhang, Junchen Jiang, Ke Xu, Xiaohui Nie, Martin J. Reed, Haiyang Wang, Guang Yao, Miao Zhang, Kai Chen
BDS: a centralized near-optimal overlay network for inter-datacenter data replication. EuroSys (2018)
Mihovil Bartulovic, Junchen Jiang, Sivaraman Balakrishnan, Vyas Sekar, Bruno Sinopoli
Biases in Data-Driven Networking, and What to Do About Them. HotNets (2017)
Junchen Jiang, Shijie Sun, Vyas Sekar, Hui Zhang
Pytheas: Enabling Data-Driven Quality of Experience Optimization Using Group-Based Exploration-Exploitation. NSDI (2017)
Junchen Jiang, Vyas Sekar, Ion Stoica, Hui Zhang
Unleashing the Potential of Data-Driven Networking. COMSNETS (Revised Selected Papers and Invited Papers) (2017)
Mowei Wang, Yong Cui, Xin Wang, Shihan Xiao, Junchen Jiang
Machine Learning for Networking: Workflow, Advances and Opportunities. CoRR (2017)
Junchen Jiang, Vyas Sekar, Henry Milner, Davis Shepherd, Ion Stoica, Hui Zhang
CFA: A Practical Prediction System for Video QoE Optimization. NSDI (2016)
Junchen Jiang, Rajdeep Das, Ganesh Ananthanarayanan, Philip A. Chou, Venkat N. Padmanabhan, Vyas Sekar, Esbjorn Dominique, Marcin Goliszewski, Dalibor Kukoleca, Renat Vafin, Hui Zhang
Via: Improving Internet Telephony Call Quality Using Predictive Relay Selection. SIGCOMM (2016)
Yi Sun, Xiaoqi Yin, Junchen Jiang, Vyas Sekar, Fuyuan Lin, Nanshu Wang, Tao Liu, Bruno Sinopoli
CS2P: Improving Video Bitrate Selection and Adaptation with Data-Driven Throughput Prediction. SIGCOMM (2016)
Matthew K. Mukerjee, David Naylor, Junchen Jiang, Dongsu Han, Srinivasan Seshan, Hui Zhang
Practical, Real-time Centralized Control for CDN-based Live Video Delivery. SIGCOMM (2015)
Junchen Jiang, Vyas Sekar, Yi Sun
DDA: Cross-Session Throughput Prediction with Applications to Video Bitrate Selection. CoRR (2015)
Aditya Ganjam, Faisal Siddiqui, Jibin Zhan, Xi Liu, Ion Stoica, Junchen Jiang, Vyas Sekar, Hui Zhang
C3: Internet-Scale Control Plane for Video Quality Optimization. NSDI (2015)
Yi Sun, Xiaoqi Yin, Nanshu Wang, Junchen Jiang, Vyas Sekar, Yun Jin, Bruno Sinopoli
Analyzing TCP Throughput Stability and Predictability with Implications for Adaptive Video Streaming. CoRR (2015)
Srinivasan Seshan, Dongsu Han, Matthew K. Mukerjee, Hui Zhang, Junchen Jiang, David Naylor
Practical, Real-time Centralized Control for CDN-based Live Video Delivery. Computer Communication Review (2015)
Junchen Jiang, Xi Liu, Vyas Sekar, Ion Stoica, Hui Zhang
EONA: Experience-Oriented Network Architecture. HotNets (2014)
Yi Sun, Junchen Jiang, Vyas Sekar, Hui Zhang, Fuyuan Lin, Nanshu Wang
Using Video-Based Measurements to Generate a Real-Time Network Traffic Map. HotNets (2014)
Junchen Jiang, Vyas Sekar, Hui Zhang
Improving Fairness, Efficiency, and Stability in HTTP-Based Adaptive Video Streaming With Festive. IEEE/ACM Trans. Netw. 22 (1) (2014)
Matthew K. Mukerjee, JungAh Hong, Junchen Jiang, David Naylor, Dongsu Han, Srinivasan Seshan, Hui Zhang
Enabling near real-time central control for live video delivery in CDNs. SIGCOMM (2014)
Xiaofei Wang, Bin Liu, Junchen Jiang, Yang Xu, Yi Wang, Xiaojun Wang
Kangaroo: Accelerating String Matching by Running Multiple Collaborative Finite State Machines. IEEE J. Sel. Areas Commun. 32 (10) (2014)
Yang Xu, Junchen Jiang, Rihua Wei, Yang Song, H. Jonathan Chao
TFA: A Tunable Finite Automaton for Pattern Matching in Network Intrusion Detection Systems. IEEE J. Sel. Areas Commun. 32 (10) (2014)
Junchen Jiang, Vyas Sekar, Ion Stoica, Hui Zhang
Shedding light on the structure of internet video quality problems in the wild. CoNEXT (2013)
Xiaofei Wang, Yang Xu, Junchen Jiang, Olga Ormond, Bin Liu, Xiaojun Wang
StriFA: Stride Finite Automata for High-Speed Regular Expression Matching in Network Intrusion Detection Systems. IEEE Syst. J. 7 (3) (2013)
Yi Tang, Junchen Jiang, Chengchen Hu, Bin Liu
Managing DFA History with Queue for Deflation DFA. J. Netw. Syst. Manag. 20 (2) (2012)
Xi Liu, Florin Dobrian, Henry Milner, Junchen Jiang, Vyas Sekar, Ion Stoica, Hui Zhang
A case for a coordinated internet video control plane. SIGCOMM (2012)
Junchen Jiang, Hongji Bao, Edward Y. Chang, Yuqian Li
MOIST: A Scalable and Parallel Moving Object Indexer with School Tracking . Proc. VLDB Endow. 5 (12) (2012)
Junchen Jiang, Hui Zhang
Deadline-aware data plane for internet video. StudentWorkshop@CoNEXT (2012)
Tian Pan, Xiaoyu Guo, Chenhui Zhang, Junchen Jiang, Hao Wu, Bin Liu
Tracking millions of flows in high speed networks for application identification. INFOCOM (2012)
Yi Wang, Keqiang He, Huichen Dai, Wei Meng, Junchen Jiang, Bin Liu, Yan Chen
Scalable Name Lookup in NDN Using Effective Name Component Encoding. ICDCS (2012)
Junchen Jiang, Vyas Sekar, Hui Zhang
Improving fairness, efficiency, and stability in HTTP-based adaptive video streaming with FESTIVE. CoNEXT (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Junchen Jiang