JJ

Junchen Jiang

0000-0002-6877-1683

cs.NIcs.LGcs.DCcs.AIcs.MMcs.CLcs.CVstat.MLCell annotationChromatin Immunoprecipitation Sequencing

On Valency

published · living versions

ReXCam: Resource-Efficient, Cross-Camera Video Analytics at Scale

with Samvit Jain, Xun Zhang, Yuhao Zhou, Ganesh Ananthanarayanan +2

1 version

W_7nby26hvv1 · current

Gandalf: Flash Shall Not Die! Increasing Flash Storage Lifetime for KV Cache Offloading in LLM Serving

W_pfe6ens3v1

Preprints & journals

53 papers in the corpus · 2012–2026

Gandalf: Flash Shall Not Die! Increasing Flash Storage Lifetime for KV Cache Offloading in LLM Serving

Maharani A. P. Irawan, Kuntai Du, Jiayi Yao et al.

0 citations

2610.30791v12026arXiv

Divergent-Convergent Reasoning: Scaling Test-Time Compute through Structured Solution Synthesis

Bo Wen, Yuhao Chen, Erhan Bilal et al.

0 citations

2608.15303v12026arXiv

An Internet for the KV Cache: Rethinking Classical Infrastructure Boundaries in the LLM Inference Age

Siddhant Ray, Nick Feamster, Junchen Jiang

0 citations

2608.01526v12026arXiv

Learning Agent Execution for KV-Cache Management in Agentic Serving

Rui Zhang, Chaeeun Kim, Shaoting Feng et al.

0 citations

2608.14624v12026arXiv

VeriCache: Turning Lossy KV Cache into Lossless LLM Inference

Jiayi Yao, Samuel Shen, Kuntai Du et al.

0 citations

2605.17613v12026arXiv

The Workload-Router-Pool Architecture for LLM Inference Optimization: A Vision Paper from the vLLM Semantic Router Project

Huamin Chen, Xunzhuo Liu, Bowei He et al.

0 citations

2603.21354v22026arXiv

The 1/W Law: An Analytical Study of Context-Length Routing Topology and GPU Generation Gains for LLM Inference Energy Efficiency

Huamin Chen, Xunzhuo Liu, Yuhan Liu et al.

0 citations

2603.17280v22026arXiv

inference-fleet-sim: A Queueing-Theory-Grounded Fleet Capacity Planner for LLM Inference

Huamin Chen, Xunzhuo Liu, Yuhan Liu et al.

0 citations

2603.16054v12026arXiv

FleetOpt: Analytical Fleet Provisioning for LLM Inference with Compress-and-Route as Implementation Mechanism

Huamin Chen, Xunzhuo Liu, Yuhan Liu et al.

0 citations

2603.16514v12026arXiv

Outcome-Aware Tool Selection for Semantic Routers: Latency-Constrained Learning Without LLM Inference

Huamin Chen, Xunzhuo Liu, Junchen Jiang et al.

0 citations

2603.13426v12026arXiv

Token-Budget-Aware Pool Routing for Cost-Efficient LLM Inference

Huamin Chen, Xunzhuo Liu, Junchen Jiang et al.

0 citations

2604.09613v22026arXiv

When to Reason: Semantic Router for vLLM

Chen Wang, Xunzhuo Liu, Yuhan Liu et al.

1 citation

2510.08731v12025arXiv

LMCache: An Efficient KV Cache Layer for Enterprise-Scale LLM Inference

Yuhan Liu, Yihua Cheng, Jiayi Yao et al.

2 citations

2510.09665v22025arXiv

ShadowServe: Interference-Free KV Cache Fetching for Distributed Prefix Caching

Xingyu Xiang, Raj Joshi, Yuhan Liu et al.

0 citations

2509.16857v12025arXiv

AdaptCache: KV Cache Native Storage Hierarchy for Low-Delay and High-Quality Language Model Serving

Shaoting Feng, Hanchen Li, Kuntai Du et al.

0 citations

2509.00105v22025arXiv

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications

Kuntai Du, Bowen Wang, Chen Zhang et al.

12 citations

2505.07203v12025arXiv

HyperRAG: Enhancing Quality-Efficiency Tradeoffs in Retrieval-Augmented Generation with Reranker KV-Cache Reuse

Yuwei An, Yihua Cheng, Seo Jin Park et al.

1 citation

2504.02921v12025arXiv

Towards More Economical Context-Augmented LLM Generation by Reusing Stored KV Cache

Hanchen Li, Yuhan Liu, Yihua Cheng et al.

2 citations

2503.14647v12025arXiv

METIS: Fast Quality-Aware RAG Systems with Configuration Adaptation

Siddhant Ray, Rui Pan, Zhuohan Gu et al.

9 citations

2412.10543v32024arXiv

LLMSteer: Improving Long-Context LLM Inference by Steering Attention on Reused Contexts

Zhuohan Gu, Jiayi Yao, Kuntai Du et al.

0 citations

2411.13009v22024arXiv

Loss-tolerant neural video codec aware congestion control for real time video communication

Zhengxu Xia, Hanchen Li, Junchen Jiang

0 citations

2411.06742v22024arXiv

SwiftQueue: Optimizing Low-Latency Applications with Swift Packet Queuing

Siddhant Ray, Xi Jiang, Jack Luo et al.

1 citation

2410.06112v22024arXiv

Do Large Language Models Need a Content Delivery Network?

Yihua Cheng, Kuntai Du, Jiayi Yao et al.

1 citation

2409.13761v22024arXiv

CacheBlend: Fast Large Language Model Serving for RAG with Cached Knowledge Fusion

Jiayi Yao, Hanchen Li, Yuhan Liu et al.

76 citations

2405.16444v32024arXiv

scATAnno: Automated Cell Type Annotation for single-cell ATAC Sequencing Data.

Jiang, Yijia, Hu, Zhirui, Lynch, Allen W et al.

13 citations

373330882025bioRxiv : the preprint server for biology. 2024

Earth+: on-board satellite imagery compression leveraging historical earth observations

Kuntai Du, Yihua Cheng, Peder Olsen et al.

9 citations

2403.11434v12024arXiv

NetLLM: Adapting Large Language Models for Networking

Duo Wu, Xianda Wang, Yaqi Qiao et al.

166 citations

2402.02338v32024arXiv

Eloquent: A More Robust Transmission Scheme for LLM Token Streaming

Hanchen Li, Yuhan Liu, Yihua Cheng et al.

8 citations

2401.12961v22024arXiv

VidPlat: A Tool for Fast Crowdsourcing of Quality-of-Experience Measurements

Xu Zhang, Hanchen Li, Paul Schmitt et al.

1 citation

2311.06698v12023arXiv

CacheGen: KV Cache Compression and Streaming for Fast Large Language Model Serving

Yuhan Liu, Hanchen Li, Yihua Cheng et al.

117 citations

2310.07240v62023arXiv

Automatic and Efficient Customization of Neural Networks for ML Applications

Yuhan Liu, Chengcheng Wan, Kuntai Du et al.

0 citations

2310.04685v12023arXiv

OneAdapt: Fast Configuration Adaptation for Video Analytics Applications via Backpropagation

Kuntai Du, Yuhan Liu, Yitian Hao et al.

4 citations

2310.02422v22023arXiv

Estimating WebRTC Video QoE Metrics Without Using Application Headers

Taveesh Sharma, Tarun Mangla, Arpit Gupta et al.

30 citations

2306.01194v52023arXiv

GRACE: Loss-Resilient Real-Time Video through Neural Codecs

Yihua Cheng, Ziyi Zhang, Hanchen Li et al.

7 citations

2305.12333v42023arXiv

Enabling Personalized Video Quality Optimization with VidHoc

Xu Zhang, Paul Schmitt, Marshini Chetty et al.

1 citation

2211.15959v12022arXiv

GRACE: Loss-Resilient Real-Time Video Communication Using Data-Scalable Autoencoder

Yihua Cheng, Anton Arapin, Ziyi Zhang et al.

4 citations

2210.16639v12022arXiv

Bandwidth-Efficient Multi-video Prefetching for Short Video Streaming

Xutong Zuo, Yishu Li, Mohan Xu et al.

25 citations

2206.09839v32022arXiv

AccMPEG: Optimizing Video Encoding for Video Analytics

Kuntai Du, Qizheng Zhang, Anton Arapin et al.

11 citations

2204.12534v12022arXiv

Automatic Curriculum Generation for Learning Adaptation in Networking

Zhengxu Xia, Yajie Zhou, Francis Y. Yan et al.

7 citations

2202.05940v22022arXiv

Sayer: Using Implicit Feedback to Optimize System Policies

Mathias L'ecuyer, Sang Hoon Kim, Mihir Nanavati et al.

0 citations

2110.14874v12021arXiv

Privid: Practical, Privacy-Preserving Video Analytics Queries

Frank Cangialosi, Neil Agarwal, Venkat Arun et al.

15 citations

2106.12083v12021arXiv

Towards Performance Clarity of Edge Video Analytics

Zhujun Xiao, Zhengxu Xia, Haitao Zheng et al.

17 citations

2105.08694v12021arXiv

Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers

Romil Bhardwaj, Zhengxu Xia, Ganesh Ananthanarayanan et al.

94 citations

2012.10557v12020arXiv

Domain-specific Communication Optimization for Distributed DNN Training

Hao Wang, Jingrong Chen, Xinchen Wan et al.

12 citations

2008.08445v12020arXiv

SENSEI: Aligning Video Streaming Quality with Dynamic User Sensitivity

Xu Zhang, Yiyang Ou, Siddhartha Sen et al.

27 citations

2008.04687v12020arXiv

A New Abstraction for Internet QoE Optimization

Junchen Jiang, Siddhartha Sen

1 citation

2008.04128v12020arXiv

Pano: Optimizing 360{\deg} Video Streaming with a Better Understanding of Quality Perception

Yu Guan, Chengyuan Zheng, Zongming Guo et al.

2 citations

1911.04139v12019arXiv

ReXCam: Resource-Efficient, Cross-Camera Video Analytics at Scale

Samvit Jain, Xun Zhang, Yuhao Zhou et al.

5 citations

1811.01268v42018arXiv

Addressing Training Bias via Automated Image Annotation

Zhujun Xiao, Yanzi Zhu, Yuxin Chen et al.

0 citations

1809.10242v22018arXiv

Scaling Video Analytics Systems to Large Camera Deployments

Samvit Jain, Ganesh Ananthanarayanan, Junchen Jiang et al.

74 citations

1809.02318v42018arXiv

Career total: 143 works. 53 are in this corpus.Showing the 50 most recent.

Profile built from the corpus for this byline.

143

works

5,607

citations

35

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