Mohammad Alizadeh
30 papers · 2012–2026 · 9 venues · across top CS/AI venues
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Achievements
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Top co-authors
Research topics
Machine Learning
(16)
Computer Science
(11)
Systems
(10)
Artificial Intelligence
(7)
Application Areas
(7)
Core AI
(7)
Optimization & Theory
(7)
Computer Vision
(6)
Deep Learning
(6)
Analysis
(4)
Mathematics & Optimization
(3)
Domain-Specific
(3)
Learning Types
(3)
Reinforcement Learning
(2)
Applications
(2)
Keywords
tail latency
(4)
congestion control
(4)
satellite imagery
(2)
overload control
(2)
lock contention
(2)
reinforcement learning
(2)
datacenter network
(2)
causal inference
(2)
traffic engineering
(2)
flow completion time
(2)
online learning
(2)
admission control
(2)
throughput optimization
(2)
multi-path routing
(2)
latency optimization
(2)
convolutional neural network
(2)
neural compression
(1)
model adaptation
(1)
image reconstruction
(1)
knowledge distillation
(1)
Papers
Heuristic Analysis from Source Code via Symbolic-Guided Optimization
NSDI 2026
Predict, Prune, Play: Efficient Video Playback Optimization Under Device Diversity and Drift
NSDI 2026
Online Reinforcement Learning in Non-Stationary Context-Driven Environments
ICLR 2025
Gemino: Practical and Robust Neural Compression for Video Conferencing
NSDI 2024
LDB: An Efficient Latency Profiling Tool for Multithreaded Applications
NSDI 2024
CausalSim: A Causal Framework for Unbiased Trace-Driven Simulation
NSDI 2023
Counterfactual Identifiability of Bijective Causal Models
ICML 2023
Protego: Overload Control for Applications with Unpredictable Lock Contention
NSDI 2023
RECL: Responsive Resource-Efficient Continuous Learning for Video Analytics
NSDI 2023
Scalable Tail Latency Estimation for Data Center Networks
NSDI 2023
Backpressure Flow Control
NSDI 2022
DispersedLedger: High-Throughput Byzantine Consensus on Variable Bandwidth Networks
NSDI 2022
Breaking the Transience-Equilibrium Nexus: A New Approach to Datacenter Packet Transport
NSDI 2021
Efficient Video Compression via Content-Adaptive Super-Resolution
ICCV 2021
Inferring High-Resolution Traffic Accident Risk Maps Based on Satellite Imagery and GPS Trajectories
ICCV 2021
Real-Time Video Inference on Edge Devices via Adaptive Model Streaming
ICCV 2021
ABC: A Simple Explicit Congestion Controller for Wireless Networks
NSDI 2020
High Throughput Cryptocurrency Routing in Payment Channel Networks
NSDI 2020
Overload Control for Β΅s-scale RPCs with Breakwater
OSDI 2020
RoadTagger: Robust Road Attribute Inference with Graph Neural Networks
AAAI 2020
Sat2Graph: Road Graph Extraction through Graph-Tensor Encoding
ECCV 2020
DETER: Deterministic TCP Replay for Performance Diagnosis
NSDI 2019
Flashield: a Hybrid Key-value Cache that Controls Flash Write Amplification
NSDI 2019
Learning Generalizable Device Placement Algorithms for Distributed Machine Learning
NeurIPS 2019
Variance Reduction for Reinforcement Learning in Input-Driven Environments
ICLR 2019
RoadTracer: Automatic Extraction of Road Networks From Aerial Images
CVPR 2018
Let It Flow: Resilient Asymmetric Load Balancing with Flowlet Switching
NSDI 2017
Cliffhanger: Scaling Performance Cliffs in Web Memory Caches
NSDI 2016
EyeQ: Practical Network Performance Isolation at the Edge
NSDI 2013
Less Is More: Trading a Little Bandwidth for Ultra-Low Latency in the Data Center
NSDI 2012