Xuanzhe Liu
15 papers · 2020–2026 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (22) π Conference Polyglot Β· Silver π€ Dynamic Duo (11)
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(100)
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Prolific Year Β· Productive
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Renaissance Researcher
(6)
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Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(9)
Artificial Intelligence
(6)
Core AI
(6)
Application Areas
(5)
Computer Science
(4)
Systems
(4)
Deep Learning
(3)
Optimization & Theory
(3)
Mathematics & Optimization
(2)
Natural Language Processing
(2)
Learning Types
(2)
Models
(2)
Optimization
(2)
Data Science & Analytics
(1)
Knowledge & Reasoning
(1)
Keywords
large language model
(3)
throughput optimization
(2)
serverless computing
(2)
inference serving
(2)
reinforcement learning
(2)
vector query
(2)
model parallelism
(1)
autoregressive generation
(1)
benchmark evaluation
(1)
approximate nearest neighbor
(1)
benchmark dataset
(1)
low-rank adaptation
(1)
multimodal large language model
(1)
memory optimization
(1)
integer linear programming
(1)
cross-lingual transfer
(1)
gpu acceleration
(1)
hallucination detection
(1)
test generation
(1)
message passing
(1)
Papers
BAMAS: Structuring Budget-Aware Multi-Agent Systems
AAAI 2026
DistRS: Disaggregated Reward Service for RLVR with Batch-Level Constraint
NSDI 2026
FastServe: Iteration-Level Preemptive Scheduling for Large Language Model Inference
NSDI 2026
HydraServe: Minimizing Cold Start Latency for Serverless LLM Serving in Public Clouds
NSDI 2026
KUBEDIRECT: Unleashing the Full Power of the Cluster Manager for Serverless Computing
NSDI 2026
FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation
ACL 2025
MeshTest: End-to-End Testing for Service Mesh Traffic Management
NSDI 2025
Burstable Cloud Block Storage with Data Processing Units
OSDI 2024
DistServe: Disaggregating Prefill and Decoding for Goodput-optimized Large Language Model Serving
OSDI 2024
dLoRA: Dynamically Orchestrating Requests and Adapters for LoRA LLM Serving
OSDI 2024
Fast Vector Query Processing for Large Datasets Beyond GPU Memory with Reordered Pipelining
NSDI 2024
Fast, Approximate Vector Queries on Very Large Unstructured Datasets
NSDI 2023
POLYCORN: Data-driven Cross-layer Multipath Networking for High-speed Railway through Composable Schedulerlets
NSDI 2023
Transparent GPU Sharing in Container Clouds for Deep Learning Workloads
NSDI 2023
Emoji-Powered Representation Learning for Cross-Lingual Sentiment Classification (Extended Abstract)
IJCAI 2020