Junchen Jiang
14 papers · 2015–2026 · 3 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (23)
π
Keyword Champion
(3)
ποΈ
Keyword Collector
(55)
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Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
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Renaissance Researcher
(6)
Top co-authors
Research topics
Machine Learning
(10)
Optimization & Theory
(5)
Application Areas
(4)
Artificial Intelligence
(3)
Computer Science
(3)
Deep Learning
(3)
Core AI
(3)
Learning Types
(3)
Computer Vision
(2)
Reinforcement Learning
(2)
Methods
(2)
Models
(2)
Systems
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Keywords
quality of experience
(3)
video streaming
(3)
video analytics
(3)
edge computing
(2)
continuous learning
(2)
bitrate adaptation
(2)
adaptive bitrate
(2)
neural codec
(2)
distributed inference
(1)
diffusion model
(1)
video generation
(1)
deep neural network
(1)
loss function
(1)
online learning
(1)
model inference
(1)
distributed training
(1)
object detection
(1)
kv cache
(1)
group-based learning
(1)
resource allocation
(1)
Papers
DeNC++: Efficient Diffusion-Enhanced Neural Codec for End-to-end Semantic Streaming at the Edge
AAAI 2026
DroidSpeak: KV Cache Sharing Across Fine-tuned Model Variants
NSDI 2026
Holmes: Localizing Irregularities in LLM Training with Mega-scale GPU Clusters
NSDI 2025
ARTEMIS: Adaptive Bitrate Ladder Optimization for Live Video Streaming
NSDI 2024
ChameleonAPI: Automatic and Efficient Customization of Neural Networks for ML Applications
OSDI 2024
GRACE: Loss-Resilient Real-Time Video through Neural Codecs
NSDI 2024
Towards Domain-Specific Network Transport for Distributed DNN Training
NSDI 2024
RECL: Responsive Resource-Efficient Continuous Learning for Video Analytics
NSDI 2023
Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers
NSDI 2022
Privid: Practical, Privacy-Preserving Video Analytics Queries
NSDI 2022
SENSEI: Aligning Video Streaming Quality with Dynamic User Sensitivity
NSDI 2021
Pytheas: Enabling Data-Driven Quality of Experience Optimization Using Group-Based Exploration-Exploitation
NSDI 2017
CFA: A Practical Prediction System for Video QoE Optimization
NSDI 2016
C3: Internet-Scale Control Plane for Video Quality Optimization
NSDI 2015